2024-12-16 23:38:54.469 | INFO     | yolox.core.trainer:before_train:130 - args: Namespace(experiment_name='yolox_s_v320_640_seed_42_fold0', name=None, dist_backend='nccl', dist_url=None, batch_size=16, devices=1, exp_file='./exps/example/custom/yolox_s_v320_640_seed_42_fold0.py', resume=False, ckpt='./yolox_s.pth', start_epoch=None, num_machines=1, machine_rank=0, fp16=True, cache=None, occupy=True, logger='tensorboard', opts=[])
2024-12-16 23:38:54.471 | INFO     | yolox.core.trainer:before_train:131 - exp value:
╒═══════════════════╤════════════════════════════════════════════════════════════════════════════╕
│ keys              │ values                                                                     │
╞═══════════════════╪════════════════════════════════════════════════════════════════════════════╡
│ seed              │ 42                                                                         │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ output_dir        │ './YOLOX_outputs'                                                          │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ print_interval    │ 10                                                                         │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ eval_interval     │ 10                                                                         │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ dataset           │ None                                                                       │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ num_classes       │ 1                                                                          │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ depth             │ 0.33                                                                       │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ width             │ 0.5                                                                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ act               │ 'silu'                                                                     │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ iou_loss_type     │ 'giou'                                                                     │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ data_num_workers  │ 6                                                                          │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ input_size        │ (640, 640)                                                                 │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ multiscale_range  │ 3                                                                          │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ data_dir          │ '/mnt/c/Users/Eric/Documents/NOTEBOOKS/CDC/yolo_models/data_v3.2.0/images' │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ train_ann         │ 'instances_train_cleaned_v3.2.0_seed_42_fold0.json'                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ val_ann           │ 'instances_valid_cleaned_v3.2.0_seed_42_fold0.json'                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ test_ann          │ 'instances_test_v3.2.0_seed_42_fold0.json'                                 │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ mosaic_prob       │ 1.0                                                                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ mixup_prob        │ 0.8                                                                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ hsv_prob          │ 0.05                                                                       │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ flip_prob         │ 0.5                                                                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ degrees           │ 30.0                                                                       │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ translate         │ 0.1                                                                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ mosaic_scale      │ (0.1, 2)                                                                   │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ enable_mixup      │ True                                                                       │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ mixup_scale       │ (0.5, 1.5)                                                                 │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ shear             │ 2.0                                                                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ warmup_epochs     │ 5                                                                          │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ max_epoch         │ 110                                                                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ warmup_lr         │ 0                                                                          │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ min_lr_ratio      │ 0.05                                                                       │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ basic_lr_per_img  │ 0.00015625                                                                 │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ scheduler         │ 'yoloxwarmcos'                                                             │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ no_aug_epochs     │ 10                                                                         │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ ema               │ True                                                                       │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ weight_decay      │ 0.0005                                                                     │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ momentum          │ 0.9                                                                        │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ save_history_ckpt │ False                                                                      │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ exp_name          │ 'yolox_s_v320_640_seed_42_fold0'                                           │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ test_size         │ (640, 640)                                                                 │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ test_conf         │ 0.01                                                                       │
├───────────────────┼────────────────────────────────────────────────────────────────────────────┤
│ nmsthre           │ 0.65                                                                       │
╘═══════════════════╧════════════════════════════════════════════════════════════════════════════╛
2024-12-16 23:38:54.855 | INFO     | yolox.core.trainer:before_train:136 - Model Summary: Params: 8.94M, Gflops: 26.76
2024-12-16 23:38:55.101 | INFO     | yolox.core.trainer:resume_train:323 - loading checkpoint for fine tuning
2024-12-16 23:38:55.845 | WARNING  | yolox.utils.checkpoint:load_ckpt:24 - Shape of head.cls_preds.0.weight in checkpoint is torch.Size([80, 128, 1, 1]), while shape of head.cls_preds.0.weight in model is torch.Size([1, 128, 1, 1]).
2024-12-16 23:38:55.845 | WARNING  | yolox.utils.checkpoint:load_ckpt:24 - Shape of head.cls_preds.0.bias in checkpoint is torch.Size([80]), while shape of head.cls_preds.0.bias in model is torch.Size([1]).
2024-12-16 23:38:55.846 | WARNING  | yolox.utils.checkpoint:load_ckpt:24 - Shape of head.cls_preds.1.weight in checkpoint is torch.Size([80, 128, 1, 1]), while shape of head.cls_preds.1.weight in model is torch.Size([1, 128, 1, 1]).
2024-12-16 23:38:55.846 | WARNING  | yolox.utils.checkpoint:load_ckpt:24 - Shape of head.cls_preds.1.bias in checkpoint is torch.Size([80]), while shape of head.cls_preds.1.bias in model is torch.Size([1]).
2024-12-16 23:38:55.846 | WARNING  | yolox.utils.checkpoint:load_ckpt:24 - Shape of head.cls_preds.2.weight in checkpoint is torch.Size([80, 128, 1, 1]), while shape of head.cls_preds.2.weight in model is torch.Size([1, 128, 1, 1]).
2024-12-16 23:38:55.847 | WARNING  | yolox.utils.checkpoint:load_ckpt:24 - Shape of head.cls_preds.2.bias in checkpoint is torch.Size([80]), while shape of head.cls_preds.2.bias in model is torch.Size([1]).
2024-12-16 23:38:55.877 | INFO     | yolox.data.datasets.coco:__init__:64 - loading annotations into memory...
2024-12-16 23:38:56.105 | INFO     | yolox.data.datasets.coco:__init__:64 - Done (t=0.23s)
2024-12-16 23:38:56.105 | INFO     | pycocotools.coco:__init__:86 - creating index...
2024-12-16 23:38:56.187 | INFO     | pycocotools.coco:__init__:86 - index created!
2024-12-16 23:38:57.460 | INFO     | yolox.core.trainer:before_train:155 - init prefetcher, this might take one minute or less...
2024-12-16 23:39:04.250 | INFO     | yolox.data.datasets.coco:__init__:64 - loading annotations into memory...
2024-12-16 23:39:04.309 | INFO     | yolox.data.datasets.coco:__init__:64 - Done (t=0.06s)
2024-12-16 23:39:04.310 | INFO     | pycocotools.coco:__init__:86 - creating index...
2024-12-16 23:39:04.317 | INFO     | pycocotools.coco:__init__:86 - index created!
2024-12-16 23:39:04.733 | INFO     | yolox.core.trainer:before_train:191 - Training start...
2024-12-16 23:39:04.735 | INFO     | yolox.core.trainer:before_train:192 - 
YOLOX(
  (backbone): YOLOPAFPN(
    (backbone): CSPDarknet(
      (stem): Focus(
        (conv): BaseConv(
          (conv): Conv2d(12, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
      )
      (dark2): Sequential(
        (0): BaseConv(
          (conv): Conv2d(32, 64, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
        (1): CSPLayer(
          (conv1): BaseConv(
            (conv): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv2): BaseConv(
            (conv): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv3): BaseConv(
            (conv): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (m): Sequential(
            (0): Bottleneck(
              (conv1): BaseConv(
                (conv): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1), bias=False)
                (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
              (conv2): BaseConv(
                (conv): Conv2d(32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
                (bn): BatchNorm2d(32, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
            )
          )
        )
      )
      (dark3): Sequential(
        (0): BaseConv(
          (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
        (1): CSPLayer(
          (conv1): BaseConv(
            (conv): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv2): BaseConv(
            (conv): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv3): BaseConv(
            (conv): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (m): Sequential(
            (0): Bottleneck(
              (conv1): BaseConv(
                (conv): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
                (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
              (conv2): BaseConv(
                (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
                (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
            )
            (1): Bottleneck(
              (conv1): BaseConv(
                (conv): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
                (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
              (conv2): BaseConv(
                (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
                (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
            )
            (2): Bottleneck(
              (conv1): BaseConv(
                (conv): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
                (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
              (conv2): BaseConv(
                (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
                (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
            )
          )
        )
      )
      (dark4): Sequential(
        (0): BaseConv(
          (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
        (1): CSPLayer(
          (conv1): BaseConv(
            (conv): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv2): BaseConv(
            (conv): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv3): BaseConv(
            (conv): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (m): Sequential(
            (0): Bottleneck(
              (conv1): BaseConv(
                (conv): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
                (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
              (conv2): BaseConv(
                (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
                (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
            )
            (1): Bottleneck(
              (conv1): BaseConv(
                (conv): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
                (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
              (conv2): BaseConv(
                (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
                (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
            )
            (2): Bottleneck(
              (conv1): BaseConv(
                (conv): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
                (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
              (conv2): BaseConv(
                (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
                (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
            )
          )
        )
      )
      (dark5): Sequential(
        (0): BaseConv(
          (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(512, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
        (1): SPPBottleneck(
          (conv1): BaseConv(
            (conv): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (m): ModuleList(
            (0): MaxPool2d(kernel_size=5, stride=1, padding=2, dilation=1, ceil_mode=False)
            (1): MaxPool2d(kernel_size=9, stride=1, padding=4, dilation=1, ceil_mode=False)
            (2): MaxPool2d(kernel_size=13, stride=1, padding=6, dilation=1, ceil_mode=False)
          )
          (conv2): BaseConv(
            (conv): Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(512, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
        )
        (2): CSPLayer(
          (conv1): BaseConv(
            (conv): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv2): BaseConv(
            (conv): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv3): BaseConv(
            (conv): Conv2d(512, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(512, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (m): Sequential(
            (0): Bottleneck(
              (conv1): BaseConv(
                (conv): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
                (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
              (conv2): BaseConv(
                (conv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
                (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
                (act): SiLU(inplace=True)
              )
            )
          )
        )
      )
    )
    (upsample): Upsample(scale_factor=2.0, mode='nearest')
    (lateral_conv0): BaseConv(
      (conv): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
      (act): SiLU(inplace=True)
    )
    (C3_p4): CSPLayer(
      (conv1): BaseConv(
        (conv): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (conv2): BaseConv(
        (conv): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (conv3): BaseConv(
        (conv): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (m): Sequential(
        (0): Bottleneck(
          (conv1): BaseConv(
            (conv): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv2): BaseConv(
            (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
            (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
        )
      )
    )
    (reduce_conv1): BaseConv(
      (conv): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
      (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
      (act): SiLU(inplace=True)
    )
    (C3_p3): CSPLayer(
      (conv1): BaseConv(
        (conv): Conv2d(256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (conv2): BaseConv(
        (conv): Conv2d(256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (conv3): BaseConv(
        (conv): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (m): Sequential(
        (0): Bottleneck(
          (conv1): BaseConv(
            (conv): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv2): BaseConv(
            (conv): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
            (bn): BatchNorm2d(64, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
        )
      )
    )
    (bu_conv2): BaseConv(
      (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
      (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
      (act): SiLU(inplace=True)
    )
    (C3_n3): CSPLayer(
      (conv1): BaseConv(
        (conv): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (conv2): BaseConv(
        (conv): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (conv3): BaseConv(
        (conv): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (m): Sequential(
        (0): Bottleneck(
          (conv1): BaseConv(
            (conv): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv2): BaseConv(
            (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
            (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
        )
      )
    )
    (bu_conv1): BaseConv(
      (conv): Conv2d(256, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)
      (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
      (act): SiLU(inplace=True)
    )
    (C3_n4): CSPLayer(
      (conv1): BaseConv(
        (conv): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (conv2): BaseConv(
        (conv): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (conv3): BaseConv(
        (conv): Conv2d(512, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(512, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (m): Sequential(
        (0): Bottleneck(
          (conv1): BaseConv(
            (conv): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)
            (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
          (conv2): BaseConv(
            (conv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
            (bn): BatchNorm2d(256, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
            (act): SiLU(inplace=True)
          )
        )
      )
    )
  )
  (head): YOLOXHead(
    (cls_convs): ModuleList(
      (0-2): 3 x Sequential(
        (0): BaseConv(
          (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
        (1): BaseConv(
          (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
      )
    )
    (reg_convs): ModuleList(
      (0-2): 3 x Sequential(
        (0): BaseConv(
          (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
        (1): BaseConv(
          (conv): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
          (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
          (act): SiLU(inplace=True)
        )
      )
    )
    (cls_preds): ModuleList(
      (0-2): 3 x Conv2d(128, 1, kernel_size=(1, 1), stride=(1, 1))
    )
    (reg_preds): ModuleList(
      (0-2): 3 x Conv2d(128, 4, kernel_size=(1, 1), stride=(1, 1))
    )
    (obj_preds): ModuleList(
      (0-2): 3 x Conv2d(128, 1, kernel_size=(1, 1), stride=(1, 1))
    )
    (stems): ModuleList(
      (0): BaseConv(
        (conv): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (1): BaseConv(
        (conv): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
      (2): BaseConv(
        (conv): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)
        (bn): BatchNorm2d(128, eps=0.001, momentum=0.03, affine=True, track_running_stats=True)
        (act): SiLU(inplace=True)
      )
    )
    (l1_loss): L1Loss()
    (bcewithlog_loss): BCEWithLogitsLoss()
    (iou_loss): IOUloss()
  )
)
2024-12-16 23:39:04.735 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch1
2024-12-16 23:39:09.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 10/2424, gpu mem: 20630Mb, mem: 2.6Gb, iter_time: 0.480s, data_time: 0.010s, total_loss: 10.2, iou_loss: 1.6, l1_loss: 0.0, conf_loss: 5.8, cls_loss: 2.9, lr: 1.702e-09, size: 640, ETA: 1 day, 11:32:26
2024-12-16 23:39:12.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 20/2424, gpu mem: 20630Mb, mem: 2.7Gb, iter_time: 0.301s, data_time: 0.003s, total_loss: 10.4, iou_loss: 1.7, l1_loss: 0.0, conf_loss: 6.0, cls_loss: 2.7, lr: 6.808e-09, size: 704, ETA: 1 day, 4:54:04
2024-12-16 23:39:15.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 30/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.321s, data_time: 0.002s, total_loss: 10.4, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 6.3, cls_loss: 2.5, lr: 1.532e-08, size: 544, ETA: 1 day, 3:10:48
2024-12-16 23:39:17.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 40/2424, gpu mem: 20630Mb, mem: 2.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 9.6, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 5.1, cls_loss: 3.1, lr: 2.723e-08, size: 544, ETA: 1 day, 0:24:06
2024-12-16 23:39:20.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 50/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 10.6, iou_loss: 1.6, l1_loss: 0.0, conf_loss: 5.9, cls_loss: 3.1, lr: 4.255e-08, size: 704, ETA: 23:17:09
2024-12-16 23:39:23.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 60/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.322s, data_time: 0.003s, total_loss: 9.9, iou_loss: 1.6, l1_loss: 0.0, conf_loss: 5.8, cls_loss: 2.5, lr: 6.127e-08, size: 608, ETA: 23:22:56
2024-12-16 23:39:26.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 70/2424, gpu mem: 20630Mb, mem: 2.7Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 10.2, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 5.8, cls_loss: 2.9, lr: 8.339e-08, size: 576, ETA: 23:12:54
2024-12-16 23:39:28.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 80/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 10.2, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 6.1, cls_loss: 2.7, lr: 1.089e-07, size: 576, ETA: 22:13:02
2024-12-16 23:39:30.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 90/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 9.7, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 5.2, cls_loss: 3.0, lr: 1.379e-07, size: 576, ETA: 21:25:47
2024-12-16 23:39:33.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 100/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 9.9, iou_loss: 1.6, l1_loss: 0.0, conf_loss: 5.6, cls_loss: 2.7, lr: 1.702e-07, size: 704, ETA: 20:59:53
2024-12-16 23:39:35.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 110/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 9.9, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 5.5, cls_loss: 2.9, lr: 2.059e-07, size: 544, ETA: 20:32:11
2024-12-16 23:39:37.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 120/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 10.2, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 5.9, cls_loss: 2.9, lr: 2.451e-07, size: 704, ETA: 20:10:17
2024-12-16 23:39:40.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 130/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 10.8, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 6.2, cls_loss: 3.2, lr: 2.876e-07, size: 704, ETA: 20:09:23
2024-12-16 23:39:43.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 140/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.370s, data_time: 0.002s, total_loss: 10.3, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 6.3, cls_loss: 2.6, lr: 3.336e-07, size: 672, ETA: 20:40:20
2024-12-16 23:39:46.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 150/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 9.5, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 5.6, cls_loss: 2.4, lr: 3.829e-07, size: 544, ETA: 20:42:49
2024-12-16 23:39:49.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 160/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 10.7, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 5.8, cls_loss: 3.5, lr: 4.357e-07, size: 672, ETA: 20:40:46
2024-12-16 23:39:52.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 170/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.277s, data_time: 0.001s, total_loss: 9.9, iou_loss: 1.6, l1_loss: 0.0, conf_loss: 5.5, cls_loss: 2.8, lr: 4.918e-07, size: 640, ETA: 20:40:09
2024-12-16 23:39:54.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 180/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 8.3, iou_loss: 1.3, l1_loss: 0.0, conf_loss: 4.8, cls_loss: 2.2, lr: 5.514e-07, size: 544, ETA: 20:36:14
2024-12-16 23:39:57.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 190/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 8.7, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 5.1, cls_loss: 2.2, lr: 6.144e-07, size: 544, ETA: 20:23:33
2024-12-16 23:39:59.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 200/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 9.0, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 5.5, cls_loss: 2.0, lr: 6.808e-07, size: 544, ETA: 20:16:05
2024-12-16 23:40:02.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 210/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 7.3, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 4.5, cls_loss: 1.3, lr: 7.505e-07, size: 576, ETA: 20:08:26
2024-12-16 23:40:04.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 220/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 7.5, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 4.4, cls_loss: 1.7, lr: 8.237e-07, size: 576, ETA: 20:04:06
2024-12-16 23:40:07.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 230/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 7.9, iou_loss: 1.6, l1_loss: 0.0, conf_loss: 4.7, cls_loss: 1.7, lr: 9.003e-07, size: 672, ETA: 20:02:01
2024-12-16 23:40:09.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 240/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 8.3, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 4.6, cls_loss: 2.2, lr: 9.803e-07, size: 672, ETA: 19:54:28
2024-12-16 23:40:11.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 250/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 7.0, iou_loss: 1.3, l1_loss: 0.0, conf_loss: 4.4, cls_loss: 1.3, lr: 1.064e-06, size: 544, ETA: 19:38:39
2024-12-16 23:40:13.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 260/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 6.9, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 4.6, cls_loss: 1.3, lr: 1.150e-06, size: 672, ETA: 19:30:06
2024-12-16 23:40:15.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 270/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 6.4, iou_loss: 1.3, l1_loss: 0.0, conf_loss: 3.9, cls_loss: 1.2, lr: 1.241e-06, size: 576, ETA: 19:21:04
2024-12-16 23:40:18.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 280/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 7.8, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 4.4, cls_loss: 1.9, lr: 1.334e-06, size: 704, ETA: 19:20:05
2024-12-16 23:40:20.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 290/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 8.9, iou_loss: 1.8, l1_loss: 0.0, conf_loss: 5.3, cls_loss: 1.7, lr: 1.431e-06, size: 704, ETA: 19:16:46
2024-12-16 23:40:23.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 300/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 6.3, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 3.9, cls_loss: 1.2, lr: 1.532e-06, size: 704, ETA: 19:15:05
2024-12-16 23:40:25.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 310/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 6.7, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 3.7, cls_loss: 1.5, lr: 1.636e-06, size: 672, ETA: 19:13:08
2024-12-16 23:40:27.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 320/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 7.2, iou_loss: 1.7, l1_loss: 0.0, conf_loss: 4.1, cls_loss: 1.5, lr: 1.743e-06, size: 640, ETA: 19:07:50
2024-12-16 23:40:29.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 330/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 5.9, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 3.7, cls_loss: 1.0, lr: 1.853e-06, size: 576, ETA: 19:02:57
2024-12-16 23:40:32.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 340/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 6.5, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 3.8, cls_loss: 1.2, lr: 1.967e-06, size: 640, ETA: 18:59:50
2024-12-16 23:40:35.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 350/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 6.9, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 4.0, cls_loss: 1.4, lr: 2.085e-06, size: 672, ETA: 19:02:25
2024-12-16 23:40:37.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 360/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 4.9, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 3.1, cls_loss: 0.9, lr: 2.206e-06, size: 608, ETA: 19:00:48
2024-12-16 23:40:41.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 370/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.372s, data_time: 0.002s, total_loss: 6.3, iou_loss: 1.3, l1_loss: 0.0, conf_loss: 3.6, cls_loss: 1.4, lr: 2.330e-06, size: 736, ETA: 19:14:33
2024-12-16 23:40:43.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 380/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 6.5, iou_loss: 1.6, l1_loss: 0.0, conf_loss: 3.8, cls_loss: 1.1, lr: 2.458e-06, size: 736, ETA: 19:09:35
2024-12-16 23:40:45.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 390/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 5.9, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 3.4, cls_loss: 1.2, lr: 2.589e-06, size: 544, ETA: 18:59:34
2024-12-16 23:40:47.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 400/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 5.5, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 3.3, cls_loss: 1.1, lr: 2.723e-06, size: 736, ETA: 18:53:57
2024-12-16 23:40:49.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 410/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 6.0, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 3.2, cls_loss: 1.3, lr: 2.861e-06, size: 736, ETA: 18:51:22
2024-12-16 23:40:51.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 420/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 5.1, iou_loss: 1.3, l1_loss: 0.0, conf_loss: 2.9, cls_loss: 0.9, lr: 3.002e-06, size: 576, ETA: 18:43:46
2024-12-16 23:40:53.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 430/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 4.7, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 2.7, cls_loss: 0.8, lr: 3.147e-06, size: 704, ETA: 18:41:40
2024-12-16 23:40:56.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 440/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 6.0, iou_loss: 1.5, l1_loss: 0.0, conf_loss: 3.4, cls_loss: 1.1, lr: 3.295e-06, size: 640, ETA: 18:39:52
2024-12-16 23:40:58.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 450/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 4.7, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 2.8, cls_loss: 0.7, lr: 3.446e-06, size: 608, ETA: 18:36:36
2024-12-16 23:41:00.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 460/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 5.4, iou_loss: 1.3, l1_loss: 0.0, conf_loss: 3.1, cls_loss: 1.0, lr: 3.601e-06, size: 608, ETA: 18:35:58
2024-12-16 23:41:03.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 470/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 5.0, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 2.8, cls_loss: 0.8, lr: 3.760e-06, size: 576, ETA: 18:34:40
2024-12-16 23:41:05.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 480/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 5.3, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 2.9, cls_loss: 1.0, lr: 3.921e-06, size: 576, ETA: 18:28:55
2024-12-16 23:41:07.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 490/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 4.8, iou_loss: 1.3, l1_loss: 0.0, conf_loss: 2.8, cls_loss: 0.7, lr: 4.086e-06, size: 736, ETA: 18:30:16
2024-12-16 23:41:10.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 500/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 4.3, iou_loss: 1.3, l1_loss: 0.0, conf_loss: 2.3, cls_loss: 0.7, lr: 4.255e-06, size: 608, ETA: 18:28:11
2024-12-16 23:41:12.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 510/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 4.4, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 2.6, cls_loss: 0.7, lr: 4.427e-06, size: 544, ETA: 18:25:08
2024-12-16 23:41:14.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 520/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 4.3, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 2.4, cls_loss: 0.8, lr: 4.602e-06, size: 544, ETA: 18:21:21
2024-12-16 23:41:16.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 530/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 3.8, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 2.1, cls_loss: 0.7, lr: 4.781e-06, size: 640, ETA: 18:18:22
2024-12-16 23:41:18.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 540/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 4.3, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 2.5, cls_loss: 0.8, lr: 4.963e-06, size: 544, ETA: 18:13:01
2024-12-16 23:41:20.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 550/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 4.3, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 2.5, cls_loss: 0.7, lr: 5.148e-06, size: 608, ETA: 18:10:35
2024-12-16 23:41:22.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 560/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 5.4, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 3.1, cls_loss: 1.0, lr: 5.337e-06, size: 736, ETA: 18:08:39
2024-12-16 23:41:24.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 570/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 4.8, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 2.8, cls_loss: 0.8, lr: 5.529e-06, size: 608, ETA: 18:05:54
2024-12-16 23:41:26.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 580/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 3.9, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 2.0, cls_loss: 0.7, lr: 5.725e-06, size: 672, ETA: 18:02:16
2024-12-16 23:41:28.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 590/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 3.6, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 2.0, cls_loss: 0.6, lr: 5.924e-06, size: 608, ETA: 17:58:57
2024-12-16 23:41:31.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 600/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 4.0, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 2.3, cls_loss: 0.6, lr: 6.127e-06, size: 736, ETA: 17:57:33
2024-12-16 23:41:32.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 610/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 3.5, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 2.0, cls_loss: 0.6, lr: 6.333e-06, size: 544, ETA: 17:52:43
2024-12-16 23:41:34.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 620/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 4.3, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 2.4, cls_loss: 0.7, lr: 6.542e-06, size: 704, ETA: 17:50:31
2024-12-16 23:41:37.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 630/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 4.7, iou_loss: 1.4, l1_loss: 0.0, conf_loss: 2.4, cls_loss: 0.8, lr: 6.755e-06, size: 640, ETA: 17:48:19
2024-12-16 23:41:39.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 640/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 3.7, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 2.1, cls_loss: 0.6, lr: 6.971e-06, size: 672, ETA: 17:46:14
2024-12-16 23:41:41.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 650/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 3.7, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 2.0, cls_loss: 0.7, lr: 7.191e-06, size: 544, ETA: 17:42:44
2024-12-16 23:41:43.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 660/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 3.4, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.6, lr: 7.413e-06, size: 640, ETA: 17:39:57
2024-12-16 23:41:45.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 670/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 4.1, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 2.2, cls_loss: 0.8, lr: 7.640e-06, size: 544, ETA: 17:37:19
2024-12-16 23:41:47.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 680/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 3.7, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 2.0, cls_loss: 0.7, lr: 7.870e-06, size: 672, ETA: 17:36:05
2024-12-16 23:41:49.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 690/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 4.3, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 2.3, cls_loss: 0.7, lr: 8.103e-06, size: 608, ETA: 17:35:13
2024-12-16 23:41:51.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 700/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 3.5, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 2.0, cls_loss: 0.6, lr: 8.339e-06, size: 736, ETA: 17:34:39
2024-12-16 23:41:54.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 710/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 3.3, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.9, cls_loss: 0.5, lr: 8.579e-06, size: 704, ETA: 17:33:23
2024-12-16 23:41:56.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 720/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 4.1, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 2.3, cls_loss: 0.8, lr: 8.823e-06, size: 672, ETA: 17:32:58
2024-12-16 23:41:58.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 730/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 3.6, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 1.9, cls_loss: 0.6, lr: 9.069e-06, size: 736, ETA: 17:32:06
2024-12-16 23:42:00.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 740/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 3.2, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.6, lr: 9.320e-06, size: 608, ETA: 17:30:09
2024-12-16 23:42:03.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 750/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 3.7, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 1.9, cls_loss: 0.6, lr: 9.573e-06, size: 672, ETA: 17:29:58
2024-12-16 23:42:05.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 760/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 3.4, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.8, cls_loss: 0.6, lr: 9.830e-06, size: 576, ETA: 17:27:47
2024-12-16 23:42:06.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 770/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 2.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.5, lr: 1.009e-05, size: 704, ETA: 17:25:22
2024-12-16 23:42:08.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 780/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 3.4, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 1.7, cls_loss: 0.6, lr: 1.035e-05, size: 544, ETA: 17:22:14
2024-12-16 23:42:10.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 790/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 3.1, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 1.062e-05, size: 544, ETA: 17:18:55
2024-12-16 23:42:12.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 800/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 3.4, iou_loss: 1.2, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.6, lr: 1.089e-05, size: 704, ETA: 17:18:12
2024-12-16 23:42:14.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 810/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 3.4, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.6, lr: 1.117e-05, size: 576, ETA: 17:16:51
2024-12-16 23:42:17.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 820/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 3.2, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.8, cls_loss: 0.5, lr: 1.144e-05, size: 736, ETA: 17:17:34
2024-12-16 23:42:19.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 830/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 3.1, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.5, lr: 1.172e-05, size: 608, ETA: 17:16:05
2024-12-16 23:42:21.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 840/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 2.7, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.6, lr: 1.201e-05, size: 544, ETA: 17:13:29
2024-12-16 23:42:23.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 850/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 3.3, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.7, cls_loss: 0.6, lr: 1.230e-05, size: 736, ETA: 17:13:04
2024-12-16 23:42:25.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 860/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 3.0, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 1.259e-05, size: 576, ETA: 17:12:28
2024-12-16 23:42:27.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 870/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 2.9, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.5, lr: 1.288e-05, size: 736, ETA: 17:11:08
2024-12-16 23:42:29.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 880/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.168s, data_time: 0.003s, total_loss: 2.9, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.5, lr: 1.318e-05, size: 544, ETA: 17:07:52
2024-12-16 23:42:31.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 3.1, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.5, lr: 1.348e-05, size: 640, ETA: 17:05:42
2024-12-16 23:42:33.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 900/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 3.1, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.6, lr: 1.379e-05, size: 608, ETA: 17:03:53
2024-12-16 23:42:35.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 910/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.192s, data_time: 0.001s, total_loss: 2.6, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 1.409e-05, size: 640, ETA: 17:01:57
2024-12-16 23:42:37.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 920/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 3.2, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 1.440e-05, size: 704, ETA: 17:01:18
2024-12-16 23:42:39.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 930/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 3.5, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.9, cls_loss: 0.6, lr: 1.472e-05, size: 736, ETA: 17:01:32
2024-12-16 23:42:42.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 940/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 2.9, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 1.504e-05, size: 608, ETA: 17:00:54
2024-12-16 23:42:44.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 950/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 3.1, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.6, lr: 1.536e-05, size: 576, ETA: 17:00:26
2024-12-16 23:42:46.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 960/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 2.8, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.5, lr: 1.568e-05, size: 608, ETA: 16:59:53
2024-12-16 23:42:48.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 970/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 2.7, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 1.601e-05, size: 608, ETA: 16:59:26
2024-12-16 23:42:51.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 980/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 3.2, iou_loss: 1.1, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.5, lr: 1.635e-05, size: 576, ETA: 17:01:35
2024-12-16 23:42:54.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 990/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 2.8, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 1.668e-05, size: 704, ETA: 17:03:42
2024-12-16 23:42:57.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.5, lr: 1.702e-05, size: 608, ETA: 17:05:02
2024-12-16 23:43:00.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 2.8, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.5, lr: 1.736e-05, size: 704, ETA: 17:07:47
2024-12-16 23:43:03.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 1.771e-05, size: 704, ETA: 17:10:42
2024-12-16 23:43:05.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 3.2, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.8, cls_loss: 0.5, lr: 1.806e-05, size: 704, ETA: 17:13:06
2024-12-16 23:43:08.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 2.8, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 1.841e-05, size: 544, ETA: 17:15:41
2024-12-16 23:43:11.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.4, lr: 1.876e-05, size: 672, ETA: 17:17:38
2024-12-16 23:43:14.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 1.912e-05, size: 704, ETA: 17:19:16
2024-12-16 23:43:17.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 3.0, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.5, lr: 1.949e-05, size: 576, ETA: 17:20:55
2024-12-16 23:43:20.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.5, lr: 1.985e-05, size: 672, ETA: 17:22:50
2024-12-16 23:43:22.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 2.8Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.5, lr: 2.022e-05, size: 704, ETA: 17:24:35
2024-12-16 23:43:25.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 3.0, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 2.059e-05, size: 576, ETA: 17:25:53
2024-12-16 23:43:27.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.097e-05, size: 576, ETA: 17:25:38
2024-12-16 23:43:30.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 2.7, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.5, lr: 2.135e-05, size: 640, ETA: 17:26:02
2024-12-16 23:43:32.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.240s, data_time: 0.001s, total_loss: 2.7, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 2.173e-05, size: 640, ETA: 17:26:08
2024-12-16 23:43:34.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 3.3, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.7, cls_loss: 0.6, lr: 2.212e-05, size: 608, ETA: 17:25:19
2024-12-16 23:43:37.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 2.251e-05, size: 704, ETA: 17:25:52
2024-12-16 23:43:39.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.5, lr: 2.290e-05, size: 704, ETA: 17:25:29
2024-12-16 23:43:42.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 2.9, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 2.330e-05, size: 672, ETA: 17:25:26
2024-12-16 23:43:44.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 2.7, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 2.370e-05, size: 576, ETA: 17:25:51
2024-12-16 23:43:47.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 2.410e-05, size: 704, ETA: 17:27:48
2024-12-16 23:43:50.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.5, lr: 2.451e-05, size: 608, ETA: 17:29:31
2024-12-16 23:43:53.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.315s, data_time: 0.002s, total_loss: 2.8, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.5, lr: 2.492e-05, size: 736, ETA: 17:32:19
2024-12-16 23:43:56.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 2.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.5, lr: 2.533e-05, size: 736, ETA: 17:34:06
2024-12-16 23:43:59.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.575e-05, size: 736, ETA: 17:36:04
2024-12-16 23:44:02.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.617e-05, size: 544, ETA: 17:37:24
2024-12-16 23:44:04.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.659e-05, size: 576, ETA: 17:38:22
2024-12-16 23:44:07.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.702e-05, size: 736, ETA: 17:39:55
2024-12-16 23:44:10.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.5, lr: 2.745e-05, size: 544, ETA: 17:39:46
2024-12-16 23:44:13.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.316s, data_time: 0.002s, total_loss: 2.9, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 2.788e-05, size: 736, ETA: 17:42:22
2024-12-16 23:44:15.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 2.9, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 2.832e-05, size: 608, ETA: 17:42:49
2024-12-16 23:44:18.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.298s, data_time: 0.001s, total_loss: 2.4, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.876e-05, size: 640, ETA: 17:44:44
2024-12-16 23:44:21.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.5, lr: 2.921e-05, size: 608, ETA: 17:45:45
2024-12-16 23:44:23.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.965e-05, size: 544, ETA: 17:45:24
2024-12-16 23:44:26.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.010e-05, size: 576, ETA: 17:46:23
2024-12-16 23:44:29.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.056e-05, size: 672, ETA: 17:47:19
2024-12-16 23:44:31.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.5, lr: 3.102e-05, size: 704, ETA: 17:47:12
2024-12-16 23:44:34.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 2.9, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.5, lr: 3.148e-05, size: 608, ETA: 17:47:28
2024-12-16 23:44:36.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 3.194e-05, size: 576, ETA: 17:47:14
2024-12-16 23:44:38.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.241e-05, size: 704, ETA: 17:47:17
2024-12-16 23:44:41.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.231s, data_time: 0.001s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 3.288e-05, size: 640, ETA: 17:46:55
2024-12-16 23:44:43.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.336e-05, size: 640, ETA: 17:46:44
2024-12-16 23:44:45.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 2.7, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.4, lr: 3.384e-05, size: 704, ETA: 17:46:06
2024-12-16 23:44:47.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 3.432e-05, size: 640, ETA: 17:44:25
2024-12-16 23:44:49.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 3.480e-05, size: 576, ETA: 17:42:19
2024-12-16 23:44:51.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 3.529e-05, size: 608, ETA: 17:40:57
2024-12-16 23:44:53.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 3.578e-05, size: 576, ETA: 17:39:34
2024-12-16 23:44:55.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 3.628e-05, size: 576, ETA: 17:37:30
2024-12-16 23:44:57.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 3.678e-05, size: 704, ETA: 17:36:25
2024-12-16 23:44:59.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 3.728e-05, size: 672, ETA: 17:34:59
2024-12-16 23:45:01.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 3.1, iou_loss: 1.0, l1_loss: 0.0, conf_loss: 1.6, cls_loss: 0.5, lr: 3.778e-05, size: 672, ETA: 17:33:31
2024-12-16 23:45:03.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 3.829e-05, size: 608, ETA: 17:32:07
2024-12-16 23:45:05.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 2.8, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.4, lr: 3.881e-05, size: 704, ETA: 17:32:37
2024-12-16 23:45:08.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 3.932e-05, size: 672, ETA: 17:32:36
2024-12-16 23:45:10.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 3.984e-05, size: 640, ETA: 17:33:07
2024-12-16 23:45:13.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 4.036e-05, size: 672, ETA: 17:34:09
2024-12-16 23:45:15.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 4.089e-05, size: 640, ETA: 17:33:20
2024-12-16 23:45:17.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 4.142e-05, size: 608, ETA: 17:31:41
2024-12-16 23:45:19.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 4.195e-05, size: 576, ETA: 17:29:44
2024-12-16 23:45:20.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 4.249e-05, size: 576, ETA: 17:27:58
2024-12-16 23:45:22.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 4.303e-05, size: 672, ETA: 17:26:55
2024-12-16 23:45:24.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 4.357e-05, size: 640, ETA: 17:25:35
2024-12-16 23:45:27.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 4.412e-05, size: 544, ETA: 17:25:43
2024-12-16 23:45:30.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 4.466e-05, size: 736, ETA: 17:27:14
2024-12-16 23:45:32.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.5, lr: 4.522e-05, size: 544, ETA: 17:26:00
2024-12-16 23:45:34.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 4.577e-05, size: 736, ETA: 17:25:14
2024-12-16 23:45:35.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.633e-05, size: 544, ETA: 17:23:31
2024-12-16 23:45:38.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 4.690e-05, size: 576, ETA: 17:23:03
2024-12-16 23:45:40.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 4.746e-05, size: 704, ETA: 17:23:01
2024-12-16 23:45:42.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 4.803e-05, size: 576, ETA: 17:23:15
2024-12-16 23:45:45.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 4.861e-05, size: 736, ETA: 17:22:59
2024-12-16 23:45:47.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 4.918e-05, size: 704, ETA: 17:23:14
2024-12-16 23:45:49.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.227s, data_time: 0.001s, total_loss: 2.7, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.4, lr: 4.977e-05, size: 640, ETA: 17:22:58
2024-12-16 23:45:52.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 5.035e-05, size: 672, ETA: 17:23:53
2024-12-16 23:45:55.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 5.094e-05, size: 544, ETA: 17:24:19
2024-12-16 23:45:57.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.229s, data_time: 0.001s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 5.153e-05, size: 640, ETA: 17:24:05
2024-12-16 23:45:59.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.191s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 5.212e-05, size: 640, ETA: 17:22:55
2024-12-16 23:46:01.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 5.272e-05, size: 672, ETA: 17:21:44
2024-12-16 23:46:03.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 5.332e-05, size: 640, ETA: 17:20:29
2024-12-16 23:46:05.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 5.392e-05, size: 672, ETA: 17:19:31
2024-12-16 23:46:07.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 5.453e-05, size: 608, ETA: 17:18:17
2024-12-16 23:46:09.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 5.514e-05, size: 672, ETA: 17:17:34
2024-12-16 23:46:11.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 5.576e-05, size: 736, ETA: 17:18:18
2024-12-16 23:46:14.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 5.637e-05, size: 544, ETA: 17:17:52
2024-12-16 23:46:16.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.700e-05, size: 704, ETA: 17:19:02
2024-12-16 23:46:20.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.311s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.762e-05, size: 704, ETA: 17:20:49
2024-12-16 23:46:22.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.825e-05, size: 544, ETA: 17:21:26
2024-12-16 23:46:24.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 5.888e-05, size: 704, ETA: 17:20:58
2024-12-16 23:46:26.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 5.951e-05, size: 672, ETA: 17:20:06
2024-12-16 23:46:29.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.015e-05, size: 736, ETA: 17:19:21
2024-12-16 23:46:30.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 6.079e-05, size: 608, ETA: 17:17:58
2024-12-16 23:46:32.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 6.144e-05, size: 736, ETA: 17:17:20
2024-12-16 23:46:35.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 6.209e-05, size: 704, ETA: 17:16:53
2024-12-16 23:46:37.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 6.274e-05, size: 608, ETA: 17:15:54
2024-12-16 23:46:39.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.339e-05, size: 544, ETA: 17:15:55
2024-12-16 23:46:41.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.405e-05, size: 608, ETA: 17:15:34
2024-12-16 23:46:44.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.240s, data_time: 0.001s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.471e-05, size: 640, ETA: 17:15:38
2024-12-16 23:46:46.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 6.538e-05, size: 576, ETA: 17:16:03
2024-12-16 23:46:49.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.605e-05, size: 640, ETA: 17:16:41
2024-12-16 23:46:51.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 6.672e-05, size: 544, ETA: 17:16:47
2024-12-16 23:46:53.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 6.740e-05, size: 704, ETA: 17:16:23
2024-12-16 23:46:55.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 6.808e-05, size: 704, ETA: 17:15:51
2024-12-16 23:46:58.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.876e-05, size: 608, ETA: 17:15:11
2024-12-16 23:47:00.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.944e-05, size: 672, ETA: 17:15:36
2024-12-16 23:47:03.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.315s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 7.013e-05, size: 736, ETA: 17:17:19
2024-12-16 23:47:05.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.083e-05, size: 576, ETA: 17:16:46
2024-12-16 23:47:07.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 7.152e-05, size: 672, ETA: 17:15:54
2024-12-16 23:47:09.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.222e-05, size: 544, ETA: 17:14:46
2024-12-16 23:47:11.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 7.292e-05, size: 736, ETA: 17:14:25
2024-12-16 23:47:14.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.208s, data_time: 0.004s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 7.363e-05, size: 704, ETA: 17:13:49
2024-12-16 23:47:15.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.434e-05, size: 608, ETA: 17:12:59
2024-12-16 23:47:18.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 7.505e-05, size: 736, ETA: 17:13:34
2024-12-16 23:47:20.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 7.577e-05, size: 704, ETA: 17:13:26
2024-12-16 23:47:23.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 7.649e-05, size: 672, ETA: 17:13:26
2024-12-16 23:47:25.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 7.721e-05, size: 672, ETA: 17:13:17
2024-12-16 23:47:28.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 7.794e-05, size: 576, ETA: 17:13:21
2024-12-16 23:47:30.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 7.867e-05, size: 576, ETA: 17:13:11
2024-12-16 23:47:33.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 7.940e-05, size: 608, ETA: 17:13:55
2024-12-16 23:47:35.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 8.014e-05, size: 736, ETA: 17:14:35
2024-12-16 23:47:37.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 8.088e-05, size: 576, ETA: 17:13:56
2024-12-16 23:47:39.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 8.162e-05, size: 672, ETA: 17:12:56
2024-12-16 23:47:41.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 8.237e-05, size: 736, ETA: 17:12:11
2024-12-16 23:47:43.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.312e-05, size: 672, ETA: 17:11:42
2024-12-16 23:47:45.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.164s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.388e-05, size: 544, ETA: 17:10:17
2024-12-16 23:47:47.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.231s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.463e-05, size: 672, ETA: 17:10:11
2024-12-16 23:47:50.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 8.539e-05, size: 608, ETA: 17:10:17
2024-12-16 23:47:52.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.220s, data_time: 0.001s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 8.616e-05, size: 640, ETA: 17:09:59
2024-12-16 23:47:54.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 8.693e-05, size: 544, ETA: 17:09:50
2024-12-16 23:47:57.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 8.770e-05, size: 544, ETA: 17:10:09
2024-12-16 23:47:59.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.847e-05, size: 608, ETA: 17:10:25
2024-12-16 23:48:01.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.925e-05, size: 736, ETA: 17:09:39
2024-12-16 23:48:03.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.003e-05, size: 736, ETA: 17:09:00
2024-12-16 23:48:05.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.082e-05, size: 608, ETA: 17:08:06
2024-12-16 23:48:07.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 9.160e-05, size: 576, ETA: 17:07:01
2024-12-16 23:48:09.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.239e-05, size: 544, ETA: 17:06:10
2024-12-16 23:48:11.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 9.319e-05, size: 576, ETA: 17:05:35
2024-12-16 23:48:14.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 9.399e-05, size: 672, ETA: 17:06:14
2024-12-16 23:48:16.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.479e-05, size: 544, ETA: 17:06:13
2024-12-16 23:48:18.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 9.559e-05, size: 544, ETA: 17:05:19
2024-12-16 23:48:20.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.195s, data_time: 0.004s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.640e-05, size: 704, ETA: 17:04:35
2024-12-16 23:48:22.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.182s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.721e-05, size: 640, ETA: 17:03:36
2024-12-16 23:48:24.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.803e-05, size: 736, ETA: 17:03:08
2024-12-16 23:48:25.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.885e-05, size: 544, ETA: 17:02:06
2024-12-16 23:48:27.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 1/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.201s, data_time: 0.006s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 9.967e-05, size: 736, ETA: 17:01:30
2024-12-16 23:48:28.700 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-16 23:48:29.140 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch2
2024-12-16 23:48:31.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.008e-04, size: 736, ETA: 17:01:38
2024-12-16 23:48:34.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.017e-04, size: 576, ETA: 17:01:49
2024-12-16 23:48:36.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 30/2424, gpu mem: 20630Mb, mem: 2.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.025e-04, size: 576, ETA: 17:02:08
2024-12-16 23:48:39.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.033e-04, size: 704, ETA: 17:02:43
2024-12-16 23:48:42.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.042e-04, size: 640, ETA: 17:03:13
2024-12-16 23:48:44.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.050e-04, size: 672, ETA: 17:02:33
2024-12-16 23:48:45.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.059e-04, size: 576, ETA: 17:01:45
2024-12-16 23:48:47.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.067e-04, size: 608, ETA: 17:00:47
2024-12-16 23:48:49.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.076e-04, size: 672, ETA: 17:00:01
2024-12-16 23:48:52.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.084e-04, size: 736, ETA: 17:00:05
2024-12-16 23:48:54.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.093e-04, size: 672, ETA: 17:00:16
2024-12-16 23:48:56.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.101e-04, size: 640, ETA: 17:00:09
2024-12-16 23:48:59.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.268s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.110e-04, size: 576, ETA: 17:00:44
2024-12-16 23:49:01.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.119e-04, size: 672, ETA: 17:00:48
2024-12-16 23:49:04.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.128e-04, size: 736, ETA: 17:01:06
2024-12-16 23:49:06.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.136e-04, size: 704, ETA: 17:00:55
2024-12-16 23:49:09.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.145e-04, size: 704, ETA: 17:01:34
2024-12-16 23:49:11.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.154e-04, size: 576, ETA: 17:01:47
2024-12-16 23:49:14.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.163e-04, size: 704, ETA: 17:02:42
2024-12-16 23:49:17.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.172e-04, size: 608, ETA: 17:03:00
2024-12-16 23:49:19.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.181e-04, size: 640, ETA: 17:03:11
2024-12-16 23:49:21.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.190e-04, size: 704, ETA: 17:03:05
2024-12-16 23:49:24.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.199e-04, size: 704, ETA: 17:03:18
2024-12-16 23:49:27.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.208e-04, size: 608, ETA: 17:03:48
2024-12-16 23:49:29.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.217e-04, size: 640, ETA: 17:03:18
2024-12-16 23:49:31.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.226e-04, size: 672, ETA: 17:02:55
2024-12-16 23:49:33.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.235e-04, size: 640, ETA: 17:02:41
2024-12-16 23:49:35.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.244e-04, size: 544, ETA: 17:02:38
2024-12-16 23:49:38.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.254e-04, size: 576, ETA: 17:02:51
2024-12-16 23:49:40.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.263e-04, size: 576, ETA: 17:02:45
2024-12-16 23:49:42.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.272e-04, size: 544, ETA: 17:02:03
2024-12-16 23:49:45.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.281e-04, size: 608, ETA: 17:02:21
2024-12-16 23:49:47.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.291e-04, size: 544, ETA: 17:01:58
2024-12-16 23:49:49.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 1.300e-04, size: 672, ETA: 17:01:48
2024-12-16 23:49:51.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.243s, data_time: 0.004s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.310e-04, size: 672, ETA: 17:01:56
2024-12-16 23:49:54.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.319e-04, size: 576, ETA: 17:01:38
2024-12-16 23:49:56.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.329e-04, size: 672, ETA: 17:01:45
2024-12-16 23:49:58.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 1.338e-04, size: 576, ETA: 17:01:37
2024-12-16 23:50:00.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.348e-04, size: 544, ETA: 17:01:16
2024-12-16 23:50:03.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.357e-04, size: 544, ETA: 17:01:06
2024-12-16 23:50:05.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.367e-04, size: 704, ETA: 17:01:18
2024-12-16 23:50:08.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.377e-04, size: 704, ETA: 17:01:34
2024-12-16 23:50:10.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.386e-04, size: 544, ETA: 17:01:54
2024-12-16 23:50:13.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.396e-04, size: 576, ETA: 17:02:23
2024-12-16 23:50:15.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.406e-04, size: 544, ETA: 17:02:32
2024-12-16 23:50:18.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.416e-04, size: 544, ETA: 17:02:27
2024-12-16 23:50:20.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 1.425e-04, size: 736, ETA: 17:02:17
2024-12-16 23:50:22.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.435e-04, size: 608, ETA: 17:02:11
2024-12-16 23:50:25.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.445e-04, size: 544, ETA: 17:02:19
2024-12-16 23:50:27.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.455e-04, size: 672, ETA: 17:02:14
2024-12-16 23:50:29.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.465e-04, size: 576, ETA: 17:02:16
2024-12-16 23:50:32.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.475e-04, size: 608, ETA: 17:01:59
2024-12-16 23:50:34.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.485e-04, size: 704, ETA: 17:01:42
2024-12-16 23:50:36.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.495e-04, size: 640, ETA: 17:01:45
2024-12-16 23:50:39.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.505e-04, size: 576, ETA: 17:01:52
2024-12-16 23:50:41.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.515e-04, size: 672, ETA: 17:02:04
2024-12-16 23:50:44.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.270s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.526e-04, size: 576, ETA: 17:02:34
2024-12-16 23:50:46.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 2.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.4, lr: 1.536e-04, size: 704, ETA: 17:02:50
2024-12-16 23:50:49.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.546e-04, size: 672, ETA: 17:03:13
2024-12-16 23:50:52.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.556e-04, size: 672, ETA: 17:03:33
2024-12-16 23:50:54.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.286s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.567e-04, size: 640, ETA: 17:04:16
2024-12-16 23:50:57.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.577e-04, size: 576, ETA: 17:04:15
2024-12-16 23:50:59.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.587e-04, size: 736, ETA: 17:04:09
2024-12-16 23:51:02.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.598e-04, size: 640, ETA: 17:04:24
2024-12-16 23:51:04.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.608e-04, size: 736, ETA: 17:04:27
2024-12-16 23:51:06.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.619e-04, size: 640, ETA: 17:04:28
2024-12-16 23:51:09.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.629e-04, size: 576, ETA: 17:04:24
2024-12-16 23:51:11.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.640e-04, size: 544, ETA: 17:04:15
2024-12-16 23:51:13.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.650e-04, size: 544, ETA: 17:03:33
2024-12-16 23:51:15.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.264s, data_time: 0.004s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.661e-04, size: 704, ETA: 17:03:57
2024-12-16 23:51:18.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.672e-04, size: 640, ETA: 17:04:04
2024-12-16 23:51:20.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.682e-04, size: 608, ETA: 17:04:12
2024-12-16 23:51:23.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.693e-04, size: 640, ETA: 17:04:07
2024-12-16 23:51:25.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.704e-04, size: 640, ETA: 17:04:26
2024-12-16 23:51:28.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.715e-04, size: 640, ETA: 17:04:18
2024-12-16 23:51:30.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.725e-04, size: 736, ETA: 17:04:43
2024-12-16 23:51:33.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.736e-04, size: 704, ETA: 17:04:58
2024-12-16 23:51:35.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.747e-04, size: 544, ETA: 17:05:01
2024-12-16 23:51:38.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.758e-04, size: 704, ETA: 17:05:11
2024-12-16 23:51:40.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.261s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.769e-04, size: 704, ETA: 17:05:31
2024-12-16 23:51:43.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.240s, data_time: 0.004s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.780e-04, size: 704, ETA: 17:05:33
2024-12-16 23:51:45.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.243s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.791e-04, size: 544, ETA: 17:05:38
2024-12-16 23:51:47.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.802e-04, size: 544, ETA: 17:05:26
2024-12-16 23:51:50.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.813e-04, size: 640, ETA: 17:05:08
2024-12-16 23:51:52.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.824e-04, size: 704, ETA: 17:05:08
2024-12-16 23:51:54.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.835e-04, size: 608, ETA: 17:05:02
2024-12-16 23:51:57.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.847e-04, size: 736, ETA: 17:05:13
2024-12-16 23:51:59.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.858e-04, size: 736, ETA: 17:05:11
2024-12-16 23:52:01.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.869e-04, size: 544, ETA: 17:05:05
2024-12-16 23:52:04.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.880e-04, size: 576, ETA: 17:05:35
2024-12-16 23:52:07.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.261s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.892e-04, size: 576, ETA: 17:05:54
2024-12-16 23:52:10.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.276s, data_time: 0.003s, total_loss: 2.2, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.903e-04, size: 576, ETA: 17:06:25
2024-12-16 23:52:12.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.915e-04, size: 672, ETA: 17:06:45
2024-12-16 23:52:15.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.926e-04, size: 640, ETA: 17:06:55
2024-12-16 23:52:17.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.937e-04, size: 576, ETA: 17:06:55
2024-12-16 23:52:19.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.949e-04, size: 640, ETA: 17:06:29
2024-12-16 23:52:21.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.960e-04, size: 576, ETA: 17:06:01
2024-12-16 23:52:23.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.972e-04, size: 608, ETA: 17:05:24
2024-12-16 23:52:25.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.984e-04, size: 640, ETA: 17:04:52
2024-12-16 23:52:28.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.995e-04, size: 576, ETA: 17:05:27
2024-12-16 23:52:30.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.007e-04, size: 736, ETA: 17:05:20
2024-12-16 23:52:32.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.019e-04, size: 544, ETA: 17:04:54
2024-12-16 23:52:34.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.030e-04, size: 640, ETA: 17:04:54
2024-12-16 23:52:37.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.042e-04, size: 736, ETA: 17:04:49
2024-12-16 23:52:39.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.054e-04, size: 736, ETA: 17:04:34
2024-12-16 23:52:42.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.066e-04, size: 736, ETA: 17:04:49
2024-12-16 23:52:44.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.078e-04, size: 672, ETA: 17:05:28
2024-12-16 23:52:46.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.090e-04, size: 544, ETA: 17:04:55
2024-12-16 23:52:48.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.102e-04, size: 544, ETA: 17:04:12
2024-12-16 23:52:50.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.114e-04, size: 704, ETA: 17:04:01
2024-12-16 23:52:53.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.126e-04, size: 672, ETA: 17:04:06
2024-12-16 23:52:55.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.138e-04, size: 736, ETA: 17:04:13
2024-12-16 23:52:58.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.150e-04, size: 544, ETA: 17:04:22
2024-12-16 23:53:00.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.162e-04, size: 544, ETA: 17:03:50
2024-12-16 23:53:02.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.174e-04, size: 736, ETA: 17:03:17
2024-12-16 23:53:04.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.186e-04, size: 736, ETA: 17:03:07
2024-12-16 23:53:06.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.198e-04, size: 576, ETA: 17:03:00
2024-12-16 23:53:09.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.211e-04, size: 576, ETA: 17:03:03
2024-12-16 23:53:11.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.223e-04, size: 640, ETA: 17:02:48
2024-12-16 23:53:13.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.235e-04, size: 640, ETA: 17:02:33
2024-12-16 23:53:15.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.240s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.248e-04, size: 640, ETA: 17:02:36
2024-12-16 23:53:17.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.260e-04, size: 576, ETA: 17:02:12
2024-12-16 23:53:19.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.272e-04, size: 736, ETA: 17:01:46
2024-12-16 23:53:22.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.285e-04, size: 640, ETA: 17:01:37
2024-12-16 23:53:23.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.297e-04, size: 544, ETA: 17:00:51
2024-12-16 23:53:25.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.310e-04, size: 576, ETA: 17:00:15
2024-12-16 23:53:27.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.322e-04, size: 640, ETA: 16:59:48
2024-12-16 23:53:30.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.241s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.335e-04, size: 544, ETA: 16:59:52
2024-12-16 23:53:32.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.348e-04, size: 640, ETA: 16:59:27
2024-12-16 23:53:33.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.360e-04, size: 608, ETA: 16:58:45
2024-12-16 23:53:36.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.373e-04, size: 736, ETA: 16:58:52
2024-12-16 23:53:38.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.386e-04, size: 736, ETA: 16:59:04
2024-12-16 23:53:41.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.398e-04, size: 640, ETA: 16:59:15
2024-12-16 23:53:43.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.411e-04, size: 608, ETA: 16:59:05
2024-12-16 23:53:45.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.424e-04, size: 640, ETA: 16:58:40
2024-12-16 23:53:47.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.437e-04, size: 704, ETA: 16:58:32
2024-12-16 23:53:51.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.450e-04, size: 704, ETA: 16:59:20
2024-12-16 23:53:53.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.463e-04, size: 736, ETA: 16:59:09
2024-12-16 23:53:55.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.476e-04, size: 672, ETA: 16:58:56
2024-12-16 23:53:57.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-04, size: 704, ETA: 16:58:47
2024-12-16 23:54:00.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.502e-04, size: 704, ETA: 16:58:51
2024-12-16 23:54:02.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.515e-04, size: 640, ETA: 16:58:45
2024-12-16 23:54:04.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.528e-04, size: 576, ETA: 16:58:38
2024-12-16 23:54:06.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.541e-04, size: 576, ETA: 16:58:05
2024-12-16 23:54:08.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.554e-04, size: 608, ETA: 16:57:39
2024-12-16 23:54:10.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.567e-04, size: 576, ETA: 16:56:59
2024-12-16 23:54:12.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.581e-04, size: 544, ETA: 16:56:24
2024-12-16 23:54:14.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.594e-04, size: 672, ETA: 16:56:35
2024-12-16 23:54:16.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.607e-04, size: 704, ETA: 16:56:32
2024-12-16 23:54:19.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.621e-04, size: 672, ETA: 16:56:35
2024-12-16 23:54:21.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.634e-04, size: 544, ETA: 16:56:21
2024-12-16 23:54:23.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.647e-04, size: 704, ETA: 16:55:54
2024-12-16 23:54:25.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.661e-04, size: 608, ETA: 16:55:37
2024-12-16 23:54:27.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.674e-04, size: 544, ETA: 16:55:29
2024-12-16 23:54:29.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.688e-04, size: 544, ETA: 16:54:46
2024-12-16 23:54:31.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.701e-04, size: 672, ETA: 16:54:12
2024-12-16 23:54:33.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.715e-04, size: 640, ETA: 16:53:49
2024-12-16 23:54:35.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.728e-04, size: 672, ETA: 16:54:01
2024-12-16 23:54:38.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.742e-04, size: 736, ETA: 16:53:50
2024-12-16 23:54:40.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.756e-04, size: 672, ETA: 16:53:51
2024-12-16 23:54:42.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.770e-04, size: 576, ETA: 16:53:36
2024-12-16 23:54:44.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.783e-04, size: 544, ETA: 16:53:12
2024-12-16 23:54:46.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.797e-04, size: 672, ETA: 16:52:38
2024-12-16 23:54:48.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.811e-04, size: 544, ETA: 16:52:29
2024-12-16 23:54:50.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.825e-04, size: 736, ETA: 16:52:07
2024-12-16 23:54:52.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.839e-04, size: 576, ETA: 16:51:43
2024-12-16 23:54:54.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.853e-04, size: 544, ETA: 16:51:14
2024-12-16 23:54:56.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.866e-04, size: 672, ETA: 16:50:49
2024-12-16 23:54:58.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.880e-04, size: 544, ETA: 16:50:37
2024-12-16 23:55:00.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.894e-04, size: 704, ETA: 16:50:31
2024-12-16 23:55:03.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.909e-04, size: 736, ETA: 16:50:42
2024-12-16 23:55:05.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.923e-04, size: 576, ETA: 16:50:53
2024-12-16 23:55:08.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.937e-04, size: 640, ETA: 16:50:49
2024-12-16 23:55:10.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.951e-04, size: 544, ETA: 16:50:36
2024-12-16 23:55:12.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.965e-04, size: 672, ETA: 16:50:11
2024-12-16 23:55:14.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.979e-04, size: 576, ETA: 16:49:51
2024-12-16 23:55:16.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.994e-04, size: 672, ETA: 16:49:20
2024-12-16 23:55:18.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.008e-04, size: 672, ETA: 16:48:53
2024-12-16 23:55:20.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 3.022e-04, size: 544, ETA: 16:48:55
2024-12-16 23:55:22.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.037e-04, size: 672, ETA: 16:48:45
2024-12-16 23:55:25.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.051e-04, size: 544, ETA: 16:48:50
2024-12-16 23:55:27.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.065e-04, size: 640, ETA: 16:48:48
2024-12-16 23:55:29.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.080e-04, size: 704, ETA: 16:48:45
2024-12-16 23:55:32.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 3.094e-04, size: 672, ETA: 16:48:56
2024-12-16 23:55:34.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.109e-04, size: 672, ETA: 16:49:07
2024-12-16 23:55:37.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 3.123e-04, size: 672, ETA: 16:49:05
2024-12-16 23:55:39.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.138e-04, size: 608, ETA: 16:49:05
2024-12-16 23:55:41.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 3.153e-04, size: 608, ETA: 16:48:50
2024-12-16 23:55:43.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.167e-04, size: 576, ETA: 16:48:41
2024-12-16 23:55:45.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.182e-04, size: 704, ETA: 16:48:19
2024-12-16 23:55:47.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 3.197e-04, size: 704, ETA: 16:47:59
2024-12-16 23:55:50.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.212e-04, size: 608, ETA: 16:48:00
2024-12-16 23:55:52.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.226e-04, size: 576, ETA: 16:47:48
2024-12-16 23:55:54.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.241e-04, size: 608, ETA: 16:47:26
2024-12-16 23:55:56.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.256e-04, size: 640, ETA: 16:47:12
2024-12-16 23:55:58.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 3.271e-04, size: 576, ETA: 16:46:50
2024-12-16 23:56:00.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.286e-04, size: 704, ETA: 16:46:27
2024-12-16 23:56:02.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.301e-04, size: 704, ETA: 16:46:10
2024-12-16 23:56:04.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.316e-04, size: 608, ETA: 16:45:55
2024-12-16 23:56:06.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.331e-04, size: 640, ETA: 16:45:38
2024-12-16 23:56:09.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 3.346e-04, size: 608, ETA: 16:45:41
2024-12-16 23:56:11.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.361e-04, size: 736, ETA: 16:45:31
2024-12-16 23:56:13.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.376e-04, size: 544, ETA: 16:45:27
2024-12-16 23:56:15.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.391e-04, size: 544, ETA: 16:45:00
2024-12-16 23:56:17.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 3.407e-04, size: 640, ETA: 16:44:43
2024-12-16 23:56:19.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.422e-04, size: 672, ETA: 16:44:14
2024-12-16 23:56:21.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 3.437e-04, size: 672, ETA: 16:44:03
2024-12-16 23:56:23.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.452e-04, size: 544, ETA: 16:43:39
2024-12-16 23:56:25.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.468e-04, size: 544, ETA: 16:43:09
2024-12-16 23:56:27.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.483e-04, size: 672, ETA: 16:43:06
2024-12-16 23:56:29.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.499e-04, size: 576, ETA: 16:43:08
2024-12-16 23:56:31.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.514e-04, size: 672, ETA: 16:42:40
2024-12-16 23:56:33.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.530e-04, size: 608, ETA: 16:42:16
2024-12-16 23:56:35.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.545e-04, size: 576, ETA: 16:41:45
2024-12-16 23:56:37.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.561e-04, size: 608, ETA: 16:41:10
2024-12-16 23:56:39.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 3.576e-04, size: 544, ETA: 16:41:02
2024-12-16 23:56:41.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 3.592e-04, size: 576, ETA: 16:40:38
2024-12-16 23:56:43.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.607e-04, size: 608, ETA: 16:40:26
2024-12-16 23:56:45.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.623e-04, size: 608, ETA: 16:40:15
2024-12-16 23:56:47.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 3.639e-04, size: 576, ETA: 16:39:42
2024-12-16 23:56:49.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.655e-04, size: 640, ETA: 16:39:22
2024-12-16 23:56:51.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.670e-04, size: 736, ETA: 16:38:59
2024-12-16 23:56:53.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 3.686e-04, size: 672, ETA: 16:38:52
2024-12-16 23:56:55.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.702e-04, size: 704, ETA: 16:38:47
2024-12-16 23:56:57.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 3.718e-04, size: 608, ETA: 16:38:31
2024-12-16 23:56:59.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.734e-04, size: 672, ETA: 16:38:03
2024-12-16 23:57:01.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.750e-04, size: 736, ETA: 16:37:57
2024-12-16 23:57:04.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.766e-04, size: 704, ETA: 16:38:00
2024-12-16 23:57:06.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.782e-04, size: 672, ETA: 16:37:58
2024-12-16 23:57:09.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.798e-04, size: 544, ETA: 16:38:09
2024-12-16 23:57:11.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.814e-04, size: 704, ETA: 16:37:56
2024-12-16 23:57:13.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.830e-04, size: 736, ETA: 16:37:54
2024-12-16 23:57:15.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.846e-04, size: 672, ETA: 16:37:49
2024-12-16 23:57:17.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.863e-04, size: 608, ETA: 16:37:31
2024-12-16 23:57:20.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.879e-04, size: 704, ETA: 16:37:35
2024-12-16 23:57:22.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.895e-04, size: 544, ETA: 16:37:47
2024-12-16 23:57:24.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 3.911e-04, size: 576, ETA: 16:37:19
2024-12-16 23:57:26.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.928e-04, size: 608, ETA: 16:37:19
2024-12-16 23:57:28.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.944e-04, size: 544, ETA: 16:37:06
2024-12-16 23:57:31.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.960e-04, size: 544, ETA: 16:37:02
2024-12-16 23:57:33.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.264s, data_time: 0.017s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.977e-04, size: 704, ETA: 16:37:18
2024-12-16 23:57:36.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 2/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 3.993e-04, size: 672, ETA: 16:37:56
2024-12-16 23:57:38.012 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-16 23:57:38.431 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch3
2024-12-16 23:57:40.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.017e-04, size: 576, ETA: 16:37:49
2024-12-16 23:57:42.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.033e-04, size: 608, ETA: 16:37:23
2024-12-16 23:57:44.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.050e-04, size: 608, ETA: 16:37:05
2024-12-16 23:57:46.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.066e-04, size: 672, ETA: 16:36:47
2024-12-16 23:57:48.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.083e-04, size: 576, ETA: 16:36:30
2024-12-16 23:57:50.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 4.100e-04, size: 704, ETA: 16:36:17
2024-12-16 23:57:52.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.116e-04, size: 608, ETA: 16:36:12
2024-12-16 23:57:55.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.133e-04, size: 576, ETA: 16:36:19
2024-12-16 23:57:57.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.150e-04, size: 704, ETA: 16:36:28
2024-12-16 23:58:00.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.167e-04, size: 704, ETA: 16:36:52
2024-12-16 23:58:03.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.184e-04, size: 736, ETA: 16:37:23
2024-12-16 23:58:05.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 4.200e-04, size: 608, ETA: 16:37:22
2024-12-16 23:58:07.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.217e-04, size: 672, ETA: 16:37:11
2024-12-16 23:58:09.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.234e-04, size: 640, ETA: 16:36:58
2024-12-16 23:58:12.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.251e-04, size: 608, ETA: 16:37:03
2024-12-16 23:58:14.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 4.268e-04, size: 736, ETA: 16:37:12
2024-12-16 23:58:16.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.285e-04, size: 544, ETA: 16:36:56
2024-12-16 23:58:19.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.303e-04, size: 544, ETA: 16:37:09
2024-12-16 23:58:21.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.320e-04, size: 704, ETA: 16:36:48
2024-12-16 23:58:23.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.337e-04, size: 640, ETA: 16:36:24
2024-12-16 23:58:25.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.354e-04, size: 736, ETA: 16:36:07
2024-12-16 23:58:27.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.371e-04, size: 608, ETA: 16:35:47
2024-12-16 23:58:28.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 4.389e-04, size: 544, ETA: 16:35:18
2024-12-16 23:58:30.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.406e-04, size: 544, ETA: 16:34:53
2024-12-16 23:58:32.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.423e-04, size: 608, ETA: 16:34:28
2024-12-16 23:58:35.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.441e-04, size: 736, ETA: 16:34:43
2024-12-16 23:58:37.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.458e-04, size: 576, ETA: 16:34:49
2024-12-16 23:58:40.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.475e-04, size: 704, ETA: 16:35:03
2024-12-16 23:58:42.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.493e-04, size: 608, ETA: 16:35:11
2024-12-16 23:58:45.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.510e-04, size: 576, ETA: 16:35:12
2024-12-16 23:58:47.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 4.528e-04, size: 704, ETA: 16:34:53
2024-12-16 23:58:49.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.545e-04, size: 640, ETA: 16:34:32
2024-12-16 23:58:51.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.563e-04, size: 672, ETA: 16:34:15
2024-12-16 23:58:53.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.581e-04, size: 704, ETA: 16:33:58
2024-12-16 23:58:54.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.598e-04, size: 640, ETA: 16:33:35
2024-12-16 23:58:56.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 4.616e-04, size: 672, ETA: 16:33:17
2024-12-16 23:58:59.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.634e-04, size: 544, ETA: 16:33:17
2024-12-16 23:59:01.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 4.652e-04, size: 544, ETA: 16:33:18
2024-12-16 23:59:04.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 4.669e-04, size: 544, ETA: 16:33:23
2024-12-16 23:59:06.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.687e-04, size: 704, ETA: 16:33:52
2024-12-16 23:59:09.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.705e-04, size: 576, ETA: 16:34:03
2024-12-16 23:59:11.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.723e-04, size: 672, ETA: 16:33:44
2024-12-16 23:59:13.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.741e-04, size: 544, ETA: 16:33:24
2024-12-16 23:59:15.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.759e-04, size: 736, ETA: 16:33:09
2024-12-16 23:59:17.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.777e-04, size: 608, ETA: 16:32:53
2024-12-16 23:59:19.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 4.795e-04, size: 672, ETA: 16:32:32
2024-12-16 23:59:21.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 4.813e-04, size: 672, ETA: 16:32:16
2024-12-16 23:59:23.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.831e-04, size: 576, ETA: 16:32:17
2024-12-16 23:59:25.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 4.849e-04, size: 640, ETA: 16:32:15
2024-12-16 23:59:28.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 4.868e-04, size: 576, ETA: 16:32:18
2024-12-16 23:59:30.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.886e-04, size: 544, ETA: 16:32:22
2024-12-16 23:59:33.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 4.904e-04, size: 608, ETA: 16:32:35
2024-12-16 23:59:35.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.922e-04, size: 608, ETA: 16:32:21
2024-12-16 23:59:37.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.941e-04, size: 736, ETA: 16:32:10
2024-12-16 23:59:39.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 4.959e-04, size: 736, ETA: 16:32:05
2024-12-16 23:59:41.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.977e-04, size: 544, ETA: 16:31:56
2024-12-16 23:59:43.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.004s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 4.996e-04, size: 608, ETA: 16:31:38
2024-12-16 23:59:45.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.014e-04, size: 576, ETA: 16:31:19
2024-12-16 23:59:48.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.033e-04, size: 704, ETA: 16:31:23
2024-12-16 23:59:50.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.051e-04, size: 576, ETA: 16:31:09
2024-12-16 23:59:52.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.070e-04, size: 704, ETA: 16:31:16
2024-12-16 23:59:55.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.089e-04, size: 544, ETA: 16:31:21
2024-12-16 23:59:57.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.107e-04, size: 608, ETA: 16:31:28
2024-12-16 23:59:59.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.4, lr: 5.126e-04, size: 736, ETA: 16:31:13
2024-12-17 00:00:01.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 5.145e-04, size: 672, ETA: 16:30:54
2024-12-17 00:00:03.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.163e-04, size: 736, ETA: 16:30:42
2024-12-17 00:00:05.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.182e-04, size: 640, ETA: 16:30:22
2024-12-17 00:00:07.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 5.201e-04, size: 672, ETA: 16:30:07
2024-12-17 00:00:09.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.220e-04, size: 704, ETA: 16:29:53
2024-12-17 00:00:12.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.239e-04, size: 576, ETA: 16:29:55
2024-12-17 00:00:14.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.257e-04, size: 576, ETA: 16:29:47
2024-12-17 00:00:16.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 5.276e-04, size: 736, ETA: 16:29:49
2024-12-17 00:00:18.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.295e-04, size: 576, ETA: 16:29:29
2024-12-17 00:00:20.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.4, lr: 5.314e-04, size: 736, ETA: 16:29:21
2024-12-17 00:00:22.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.333e-04, size: 736, ETA: 16:29:20
2024-12-17 00:00:25.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.352e-04, size: 576, ETA: 16:29:24
2024-12-17 00:00:27.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.241s, data_time: 0.001s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 5.372e-04, size: 640, ETA: 16:29:28
2024-12-17 00:00:30.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 5.391e-04, size: 544, ETA: 16:29:42
2024-12-17 00:00:33.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.410e-04, size: 576, ETA: 16:30:04
2024-12-17 00:00:35.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.429e-04, size: 704, ETA: 16:30:07
2024-12-17 00:00:37.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.448e-04, size: 608, ETA: 16:29:43
2024-12-17 00:00:39.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 5.468e-04, size: 736, ETA: 16:29:33
2024-12-17 00:00:41.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.487e-04, size: 640, ETA: 16:29:23
2024-12-17 00:00:44.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.506e-04, size: 736, ETA: 16:29:30
2024-12-17 00:00:46.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.526e-04, size: 704, ETA: 16:29:18
2024-12-17 00:00:48.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.545e-04, size: 736, ETA: 16:29:02
2024-12-17 00:00:50.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.564e-04, size: 704, ETA: 16:28:46
2024-12-17 00:00:52.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 5.584e-04, size: 736, ETA: 16:28:31
2024-12-17 00:00:53.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.603e-04, size: 576, ETA: 16:28:04
2024-12-17 00:00:55.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.623e-04, size: 608, ETA: 16:27:42
2024-12-17 00:00:58.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 5.643e-04, size: 576, ETA: 16:27:41
2024-12-17 00:01:00.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 5.662e-04, size: 736, ETA: 16:27:47
2024-12-17 00:01:02.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.682e-04, size: 704, ETA: 16:27:46
2024-12-17 00:01:05.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.702e-04, size: 544, ETA: 16:27:45
2024-12-17 00:01:07.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.236s, data_time: 0.001s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 5.721e-04, size: 640, ETA: 16:27:46
2024-12-17 00:01:10.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.741e-04, size: 736, ETA: 16:28:05
2024-12-17 00:01:12.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 5.761e-04, size: 544, ETA: 16:28:14
2024-12-17 00:01:15.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.781e-04, size: 736, ETA: 16:28:16
2024-12-17 00:01:17.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.800e-04, size: 640, ETA: 16:27:55
2024-12-17 00:01:18.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.820e-04, size: 576, ETA: 16:27:29
2024-12-17 00:01:20.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 5.840e-04, size: 576, ETA: 16:27:13
2024-12-17 00:01:22.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 5.860e-04, size: 736, ETA: 16:27:05
2024-12-17 00:01:24.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 5.880e-04, size: 640, ETA: 16:26:46
2024-12-17 00:01:27.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 5.900e-04, size: 608, ETA: 16:26:42
2024-12-17 00:01:29.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.920e-04, size: 608, ETA: 16:26:41
2024-12-17 00:01:31.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.940e-04, size: 736, ETA: 16:26:47
2024-12-17 00:01:34.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.961e-04, size: 736, ETA: 16:27:09
2024-12-17 00:01:37.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.981e-04, size: 736, ETA: 16:27:31
2024-12-17 00:01:39.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.001e-04, size: 576, ETA: 16:27:17
2024-12-17 00:01:41.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.021e-04, size: 576, ETA: 16:26:50
2024-12-17 00:01:43.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.041e-04, size: 544, ETA: 16:26:34
2024-12-17 00:01:45.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.062e-04, size: 704, ETA: 16:26:18
2024-12-17 00:01:46.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.082e-04, size: 576, ETA: 16:25:56
2024-12-17 00:01:48.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.102e-04, size: 640, ETA: 16:25:34
2024-12-17 00:01:50.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.123e-04, size: 608, ETA: 16:25:17
2024-12-17 00:01:53.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.143e-04, size: 608, ETA: 16:25:16
2024-12-17 00:01:55.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.164e-04, size: 736, ETA: 16:25:30
2024-12-17 00:01:58.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.184e-04, size: 544, ETA: 16:25:45
2024-12-17 00:02:01.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.205e-04, size: 736, ETA: 16:26:17
2024-12-17 00:02:03.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.225e-04, size: 608, ETA: 16:26:12
2024-12-17 00:02:05.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.246e-04, size: 608, ETA: 16:25:48
2024-12-17 00:02:07.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 6.267e-04, size: 704, ETA: 16:25:33
2024-12-17 00:02:09.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 6.287e-04, size: 672, ETA: 16:25:16
2024-12-17 00:02:11.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.308e-04, size: 640, ETA: 16:25:10
2024-12-17 00:02:13.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.329e-04, size: 704, ETA: 16:25:00
2024-12-17 00:02:16.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.349e-04, size: 736, ETA: 16:25:10
2024-12-17 00:02:18.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.370e-04, size: 672, ETA: 16:25:03
2024-12-17 00:02:20.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 6.391e-04, size: 608, ETA: 16:24:49
2024-12-17 00:02:22.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 6.412e-04, size: 544, ETA: 16:24:48
2024-12-17 00:02:24.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.433e-04, size: 544, ETA: 16:24:46
2024-12-17 00:02:27.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.454e-04, size: 608, ETA: 16:24:59
2024-12-17 00:02:30.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.475e-04, size: 576, ETA: 16:25:12
2024-12-17 00:02:32.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.496e-04, size: 672, ETA: 16:25:29
2024-12-17 00:02:35.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.517e-04, size: 608, ETA: 16:25:47
2024-12-17 00:02:38.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.538e-04, size: 544, ETA: 16:25:59
2024-12-17 00:02:40.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 6.559e-04, size: 544, ETA: 16:25:35
2024-12-17 00:02:42.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 6.580e-04, size: 672, ETA: 16:25:23
2024-12-17 00:02:44.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.601e-04, size: 640, ETA: 16:25:16
2024-12-17 00:02:46.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 6.623e-04, size: 608, ETA: 16:24:57
2024-12-17 00:02:48.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.644e-04, size: 704, ETA: 16:24:46
2024-12-17 00:02:50.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 6.665e-04, size: 736, ETA: 16:24:34
2024-12-17 00:02:52.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.686e-04, size: 608, ETA: 16:24:21
2024-12-17 00:02:54.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.218s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.708e-04, size: 640, ETA: 16:24:15
2024-12-17 00:02:56.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 6.729e-04, size: 672, ETA: 16:24:17
2024-12-17 00:02:59.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.751e-04, size: 672, ETA: 16:24:21
2024-12-17 00:03:02.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.772e-04, size: 544, ETA: 16:24:39
2024-12-17 00:03:04.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.794e-04, size: 640, ETA: 16:25:00
2024-12-17 00:03:07.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.815e-04, size: 672, ETA: 16:24:54
2024-12-17 00:03:08.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.837e-04, size: 576, ETA: 16:24:37
2024-12-17 00:03:11.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.858e-04, size: 608, ETA: 16:24:30
2024-12-17 00:03:13.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.880e-04, size: 544, ETA: 16:24:27
2024-12-17 00:03:16.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.901e-04, size: 704, ETA: 16:24:46
2024-12-17 00:03:18.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.923e-04, size: 640, ETA: 16:24:42
2024-12-17 00:03:20.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.945e-04, size: 544, ETA: 16:24:20
2024-12-17 00:03:22.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.967e-04, size: 672, ETA: 16:24:03
2024-12-17 00:03:24.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.988e-04, size: 736, ETA: 16:23:46
2024-12-17 00:03:25.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.010e-04, size: 672, ETA: 16:23:28
2024-12-17 00:03:28.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.032e-04, size: 704, ETA: 16:23:18
2024-12-17 00:03:30.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.054e-04, size: 704, ETA: 16:23:08
2024-12-17 00:03:32.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.076e-04, size: 704, ETA: 16:23:05
2024-12-17 00:03:34.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 7.098e-04, size: 704, ETA: 16:23:09
2024-12-17 00:03:37.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.120e-04, size: 704, ETA: 16:23:12
2024-12-17 00:03:39.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.142e-04, size: 576, ETA: 16:23:06
2024-12-17 00:03:41.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.164e-04, size: 608, ETA: 16:23:17
2024-12-17 00:03:44.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 7.186e-04, size: 640, ETA: 16:23:08
2024-12-17 00:03:45.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.208e-04, size: 544, ETA: 16:22:43
2024-12-17 00:03:47.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 7.230e-04, size: 704, ETA: 16:22:30
2024-12-17 00:03:49.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.253e-04, size: 608, ETA: 16:22:11
2024-12-17 00:03:51.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 7.275e-04, size: 672, ETA: 16:21:54
2024-12-17 00:03:53.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 7.297e-04, size: 608, ETA: 16:21:32
2024-12-17 00:03:55.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.319e-04, size: 704, ETA: 16:21:28
2024-12-17 00:03:58.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 7.342e-04, size: 736, ETA: 16:21:41
2024-12-17 00:04:00.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.364e-04, size: 544, ETA: 16:21:35
2024-12-17 00:04:02.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 7.387e-04, size: 704, ETA: 16:21:20
2024-12-17 00:04:04.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 7.409e-04, size: 608, ETA: 16:20:59
2024-12-17 00:04:06.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 7.431e-04, size: 672, ETA: 16:21:07
2024-12-17 00:04:09.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.454e-04, size: 608, ETA: 16:21:10
2024-12-17 00:04:10.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.477e-04, size: 704, ETA: 16:20:54
2024-12-17 00:04:12.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 7.499e-04, size: 640, ETA: 16:20:39
2024-12-17 00:04:14.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 7.522e-04, size: 608, ETA: 16:20:21
2024-12-17 00:04:16.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.544e-04, size: 640, ETA: 16:19:59
2024-12-17 00:04:18.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.567e-04, size: 704, ETA: 16:19:44
2024-12-17 00:04:20.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.590e-04, size: 608, ETA: 16:19:34
2024-12-17 00:04:22.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.612e-04, size: 672, ETA: 16:19:31
2024-12-17 00:04:25.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 7.635e-04, size: 576, ETA: 16:19:38
2024-12-17 00:04:27.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.658e-04, size: 576, ETA: 16:19:18
2024-12-17 00:04:28.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.681e-04, size: 640, ETA: 16:18:57
2024-12-17 00:04:31.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.704e-04, size: 704, ETA: 16:18:59
2024-12-17 00:04:33.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.727e-04, size: 640, ETA: 16:19:09
2024-12-17 00:04:36.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 7.750e-04, size: 704, ETA: 16:19:28
2024-12-17 00:04:39.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.277s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.773e-04, size: 704, ETA: 16:19:45
2024-12-17 00:04:41.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.796e-04, size: 576, ETA: 16:19:41
2024-12-17 00:04:43.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.819e-04, size: 672, ETA: 16:19:22
2024-12-17 00:04:45.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.842e-04, size: 672, ETA: 16:19:09
2024-12-17 00:04:47.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.865e-04, size: 608, ETA: 16:18:49
2024-12-17 00:04:49.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.196s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.888e-04, size: 640, ETA: 16:18:36
2024-12-17 00:04:51.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.911e-04, size: 672, ETA: 16:18:21
2024-12-17 00:04:53.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 7.935e-04, size: 736, ETA: 16:18:21
2024-12-17 00:04:55.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.958e-04, size: 544, ETA: 16:18:23
2024-12-17 00:04:58.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.981e-04, size: 608, ETA: 16:18:31
2024-12-17 00:05:01.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.004e-04, size: 608, ETA: 16:18:46
2024-12-17 00:05:04.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.028e-04, size: 576, ETA: 16:19:15
2024-12-17 00:05:06.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.051e-04, size: 640, ETA: 16:19:15
2024-12-17 00:05:08.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.075e-04, size: 736, ETA: 16:19:08
2024-12-17 00:05:10.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.098e-04, size: 672, ETA: 16:18:53
2024-12-17 00:05:12.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.122e-04, size: 672, ETA: 16:18:41
2024-12-17 00:05:14.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.145e-04, size: 704, ETA: 16:18:32
2024-12-17 00:05:16.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.169e-04, size: 608, ETA: 16:18:17
2024-12-17 00:05:18.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.192e-04, size: 640, ETA: 16:18:08
2024-12-17 00:05:20.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 8.216e-04, size: 640, ETA: 16:17:57
2024-12-17 00:05:22.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.240e-04, size: 640, ETA: 16:17:41
2024-12-17 00:05:25.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.263e-04, size: 704, ETA: 16:17:39
2024-12-17 00:05:27.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.287e-04, size: 576, ETA: 16:17:27
2024-12-17 00:05:28.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.311e-04, size: 672, ETA: 16:17:10
2024-12-17 00:05:30.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.335e-04, size: 640, ETA: 16:17:00
2024-12-17 00:05:33.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.358e-04, size: 736, ETA: 16:17:08
2024-12-17 00:05:36.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 8.382e-04, size: 736, ETA: 16:17:28
2024-12-17 00:05:39.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 8.406e-04, size: 704, ETA: 16:17:46
2024-12-17 00:05:41.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.430e-04, size: 576, ETA: 16:17:42
2024-12-17 00:05:43.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 8.454e-04, size: 704, ETA: 16:17:30
2024-12-17 00:05:45.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.478e-04, size: 544, ETA: 16:17:17
2024-12-17 00:05:47.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.502e-04, size: 608, ETA: 16:17:05
2024-12-17 00:05:49.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.526e-04, size: 672, ETA: 16:17:08
2024-12-17 00:05:52.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.550e-04, size: 704, ETA: 16:17:16
2024-12-17 00:05:54.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.574e-04, size: 704, ETA: 16:17:28
2024-12-17 00:05:57.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 8.599e-04, size: 672, ETA: 16:17:46
2024-12-17 00:06:00.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 8.623e-04, size: 608, ETA: 16:17:46
2024-12-17 00:06:02.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.647e-04, size: 544, ETA: 16:17:35
2024-12-17 00:06:04.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.671e-04, size: 736, ETA: 16:17:28
2024-12-17 00:06:06.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.696e-04, size: 736, ETA: 16:17:33
2024-12-17 00:06:09.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.720e-04, size: 576, ETA: 16:17:48
2024-12-17 00:06:12.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.744e-04, size: 704, ETA: 16:17:53
2024-12-17 00:06:14.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.769e-04, size: 608, ETA: 16:18:00
2024-12-17 00:06:16.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.793e-04, size: 576, ETA: 16:17:40
2024-12-17 00:06:18.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.818e-04, size: 736, ETA: 16:17:34
2024-12-17 00:06:20.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 8.842e-04, size: 576, ETA: 16:17:20
2024-12-17 00:06:22.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.867e-04, size: 576, ETA: 16:17:02
2024-12-17 00:06:24.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.891e-04, size: 544, ETA: 16:16:44
2024-12-17 00:06:25.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.916e-04, size: 544, ETA: 16:16:26
2024-12-17 00:06:28.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.941e-04, size: 576, ETA: 16:16:18
2024-12-17 00:06:30.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.1Gb, iter_time: 0.263s, data_time: 0.017s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.965e-04, size: 640, ETA: 16:16:29
2024-12-17 00:06:33.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 3/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 8.990e-04, size: 672, ETA: 16:16:39
2024-12-17 00:06:34.452 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 00:06:34.859 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch4
2024-12-17 00:06:37.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.025e-04, size: 736, ETA: 16:17:12
2024-12-17 00:06:40.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.050e-04, size: 544, ETA: 16:17:09
2024-12-17 00:06:41.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.074e-04, size: 640, ETA: 16:16:50
2024-12-17 00:06:44.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.099e-04, size: 640, ETA: 16:16:43
2024-12-17 00:06:46.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.124e-04, size: 704, ETA: 16:16:36
2024-12-17 00:06:48.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.149e-04, size: 672, ETA: 16:16:28
2024-12-17 00:06:50.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.174e-04, size: 576, ETA: 16:16:12
2024-12-17 00:06:52.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.199e-04, size: 704, ETA: 16:16:16
2024-12-17 00:06:54.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 9.224e-04, size: 704, ETA: 16:16:15
2024-12-17 00:06:57.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.249e-04, size: 640, ETA: 16:16:16
2024-12-17 00:06:59.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.265s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.274e-04, size: 640, ETA: 16:16:28
2024-12-17 00:07:02.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.299e-04, size: 640, ETA: 16:16:35
2024-12-17 00:07:05.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.254s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.325e-04, size: 576, ETA: 16:16:43
2024-12-17 00:07:06.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.350e-04, size: 576, ETA: 16:16:26
2024-12-17 00:07:08.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.375e-04, size: 704, ETA: 16:16:14
2024-12-17 00:07:10.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 9.400e-04, size: 704, ETA: 16:16:05
2024-12-17 00:07:12.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.426e-04, size: 544, ETA: 16:15:56
2024-12-17 00:07:15.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.451e-04, size: 736, ETA: 16:15:45
2024-12-17 00:07:17.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 9.476e-04, size: 736, ETA: 16:15:39
2024-12-17 00:07:19.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.502e-04, size: 736, ETA: 16:15:39
2024-12-17 00:07:22.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 9.527e-04, size: 544, ETA: 16:15:49
2024-12-17 00:07:24.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.553e-04, size: 736, ETA: 16:15:51
2024-12-17 00:07:27.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.314s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.578e-04, size: 640, ETA: 16:16:19
2024-12-17 00:07:30.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.259s, data_time: 0.001s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 9.604e-04, size: 576, ETA: 16:16:28
2024-12-17 00:07:32.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.629e-04, size: 576, ETA: 16:16:13
2024-12-17 00:07:34.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.655e-04, size: 736, ETA: 16:16:03
2024-12-17 00:07:36.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 9.681e-04, size: 704, ETA: 16:16:00
2024-12-17 00:07:38.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.706e-04, size: 672, ETA: 16:15:57
2024-12-17 00:07:40.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.732e-04, size: 640, ETA: 16:15:49
2024-12-17 00:07:43.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.758e-04, size: 544, ETA: 16:15:46
2024-12-17 00:07:45.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.784e-04, size: 672, ETA: 16:15:49
2024-12-17 00:07:47.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.810e-04, size: 576, ETA: 16:15:52
2024-12-17 00:07:50.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.835e-04, size: 736, ETA: 16:15:57
2024-12-17 00:07:53.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 9.861e-04, size: 544, ETA: 16:16:14
2024-12-17 00:07:55.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 9.887e-04, size: 640, ETA: 16:16:18
2024-12-17 00:07:57.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.913e-04, size: 576, ETA: 16:16:05
2024-12-17 00:07:59.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 9.939e-04, size: 736, ETA: 16:15:49
2024-12-17 00:08:01.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.965e-04, size: 640, ETA: 16:15:37
2024-12-17 00:08:03.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.991e-04, size: 704, ETA: 16:15:22
2024-12-17 00:08:05.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.002e-03, size: 672, ETA: 16:15:10
2024-12-17 00:08:07.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.004e-03, size: 672, ETA: 16:15:00
2024-12-17 00:08:09.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.007e-03, size: 672, ETA: 16:14:57
2024-12-17 00:08:11.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.010e-03, size: 608, ETA: 16:15:00
2024-12-17 00:08:14.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.012e-03, size: 736, ETA: 16:15:00
2024-12-17 00:08:16.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.015e-03, size: 640, ETA: 16:15:07
2024-12-17 00:08:19.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.286s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.017e-03, size: 672, ETA: 16:15:25
2024-12-17 00:08:22.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.020e-03, size: 736, ETA: 16:15:27
2024-12-17 00:08:24.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.023e-03, size: 704, ETA: 16:15:32
2024-12-17 00:08:27.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.025e-03, size: 672, ETA: 16:15:41
2024-12-17 00:08:29.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.028e-03, size: 640, ETA: 16:15:50
2024-12-17 00:08:32.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.031e-03, size: 736, ETA: 16:15:59
2024-12-17 00:08:35.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.033e-03, size: 672, ETA: 16:16:17
2024-12-17 00:08:37.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.036e-03, size: 640, ETA: 16:16:13
2024-12-17 00:08:39.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.039e-03, size: 576, ETA: 16:16:00
2024-12-17 00:08:41.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.041e-03, size: 704, ETA: 16:15:45
2024-12-17 00:08:43.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.044e-03, size: 736, ETA: 16:15:34
2024-12-17 00:08:45.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.047e-03, size: 640, ETA: 16:15:23
2024-12-17 00:08:47.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.049e-03, size: 640, ETA: 16:15:10
2024-12-17 00:08:49.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.052e-03, size: 608, ETA: 16:14:59
2024-12-17 00:08:51.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.055e-03, size: 736, ETA: 16:15:00
2024-12-17 00:08:54.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.057e-03, size: 576, ETA: 16:15:02
2024-12-17 00:08:56.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.060e-03, size: 736, ETA: 16:15:15
2024-12-17 00:08:59.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.063e-03, size: 704, ETA: 16:15:37
2024-12-17 00:09:02.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.065e-03, size: 608, ETA: 16:15:39
2024-12-17 00:09:04.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.068e-03, size: 736, ETA: 16:15:23
2024-12-17 00:09:06.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 1.071e-03, size: 736, ETA: 16:15:14
2024-12-17 00:09:08.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.073e-03, size: 672, ETA: 16:15:06
2024-12-17 00:09:10.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.076e-03, size: 640, ETA: 16:14:53
2024-12-17 00:09:12.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.079e-03, size: 704, ETA: 16:14:44
2024-12-17 00:09:14.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.082e-03, size: 576, ETA: 16:14:44
2024-12-17 00:09:16.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.084e-03, size: 608, ETA: 16:14:39
2024-12-17 00:09:19.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.087e-03, size: 640, ETA: 16:14:40
2024-12-17 00:09:21.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.090e-03, size: 544, ETA: 16:14:44
2024-12-17 00:09:23.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 1.092e-03, size: 704, ETA: 16:14:40
2024-12-17 00:09:26.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.095e-03, size: 608, ETA: 16:14:46
2024-12-17 00:09:28.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.098e-03, size: 576, ETA: 16:14:32
2024-12-17 00:09:30.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.101e-03, size: 608, ETA: 16:14:17
2024-12-17 00:09:31.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.103e-03, size: 608, ETA: 16:13:59
2024-12-17 00:09:33.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.106e-03, size: 608, ETA: 16:13:40
2024-12-17 00:09:35.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.109e-03, size: 672, ETA: 16:13:22
2024-12-17 00:09:37.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.112e-03, size: 544, ETA: 16:13:11
2024-12-17 00:09:39.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.114e-03, size: 576, ETA: 16:12:54
2024-12-17 00:09:41.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.117e-03, size: 576, ETA: 16:12:55
2024-12-17 00:09:43.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.120e-03, size: 576, ETA: 16:12:51
2024-12-17 00:09:46.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.123e-03, size: 640, ETA: 16:12:51
2024-12-17 00:09:48.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.125e-03, size: 704, ETA: 16:12:55
2024-12-17 00:09:51.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 1.128e-03, size: 576, ETA: 16:12:59
2024-12-17 00:09:52.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.131e-03, size: 704, ETA: 16:12:45
2024-12-17 00:09:54.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.134e-03, size: 576, ETA: 16:12:31
2024-12-17 00:09:56.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.137e-03, size: 544, ETA: 16:12:10
2024-12-17 00:09:58.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.139e-03, size: 640, ETA: 16:11:49
2024-12-17 00:10:00.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.142e-03, size: 640, ETA: 16:11:33
2024-12-17 00:10:02.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.145e-03, size: 608, ETA: 16:11:25
2024-12-17 00:10:04.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.148e-03, size: 672, ETA: 16:11:20
2024-12-17 00:10:06.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.151e-03, size: 640, ETA: 16:11:21
2024-12-17 00:10:08.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.235s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.153e-03, size: 640, ETA: 16:11:21
2024-12-17 00:10:11.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.256s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.156e-03, size: 544, ETA: 16:11:29
2024-12-17 00:10:14.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.159e-03, size: 576, ETA: 16:11:44
2024-12-17 00:10:16.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.162e-03, size: 736, ETA: 16:11:51
2024-12-17 00:10:18.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.165e-03, size: 640, ETA: 16:11:42
2024-12-17 00:10:20.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.167e-03, size: 640, ETA: 16:11:29
2024-12-17 00:10:22.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.170e-03, size: 736, ETA: 16:11:15
2024-12-17 00:10:24.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.173e-03, size: 672, ETA: 16:11:06
2024-12-17 00:10:26.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.176e-03, size: 704, ETA: 16:10:52
2024-12-17 00:10:28.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.179e-03, size: 544, ETA: 16:10:41
2024-12-17 00:10:30.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.181e-03, size: 736, ETA: 16:10:25
2024-12-17 00:10:32.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.184e-03, size: 736, ETA: 16:10:16
2024-12-17 00:10:34.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.187e-03, size: 672, ETA: 16:10:06
2024-12-17 00:10:36.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.190e-03, size: 640, ETA: 16:09:55
2024-12-17 00:10:38.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.193e-03, size: 640, ETA: 16:09:47
2024-12-17 00:10:40.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.196e-03, size: 544, ETA: 16:09:36
2024-12-17 00:10:42.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.199e-03, size: 608, ETA: 16:09:22
2024-12-17 00:10:44.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.201e-03, size: 608, ETA: 16:09:24
2024-12-17 00:10:47.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.204e-03, size: 736, ETA: 16:09:26
2024-12-17 00:10:49.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.207e-03, size: 640, ETA: 16:09:25
2024-12-17 00:10:51.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.210e-03, size: 736, ETA: 16:09:12
2024-12-17 00:10:53.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.213e-03, size: 736, ETA: 16:08:59
2024-12-17 00:10:55.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.216e-03, size: 640, ETA: 16:08:47
2024-12-17 00:10:57.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.219e-03, size: 672, ETA: 16:08:43
2024-12-17 00:11:00.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.222e-03, size: 704, ETA: 16:09:00
2024-12-17 00:11:02.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.224e-03, size: 704, ETA: 16:08:59
2024-12-17 00:11:04.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.227e-03, size: 672, ETA: 16:08:46
2024-12-17 00:11:06.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.230e-03, size: 736, ETA: 16:08:33
2024-12-17 00:11:08.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.233e-03, size: 672, ETA: 16:08:27
2024-12-17 00:11:10.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.236e-03, size: 576, ETA: 16:08:19
2024-12-17 00:11:12.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.186s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.239e-03, size: 640, ETA: 16:08:05
2024-12-17 00:11:14.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.242e-03, size: 576, ETA: 16:08:02
2024-12-17 00:11:17.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.245e-03, size: 608, ETA: 16:08:00
2024-12-17 00:11:19.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.248e-03, size: 640, ETA: 16:07:51
2024-12-17 00:11:21.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.251s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.251e-03, size: 640, ETA: 16:07:57
2024-12-17 00:11:24.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.240s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.253e-03, size: 544, ETA: 16:07:59
2024-12-17 00:11:26.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.256e-03, size: 640, ETA: 16:07:58
2024-12-17 00:11:28.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.259e-03, size: 608, ETA: 16:07:50
2024-12-17 00:11:30.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.262e-03, size: 704, ETA: 16:07:34
2024-12-17 00:11:32.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.265e-03, size: 704, ETA: 16:07:25
2024-12-17 00:11:34.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.268e-03, size: 736, ETA: 16:07:13
2024-12-17 00:11:36.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.271e-03, size: 640, ETA: 16:07:01
2024-12-17 00:11:38.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.274e-03, size: 704, ETA: 16:06:48
2024-12-17 00:11:40.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.277e-03, size: 576, ETA: 16:06:50
2024-12-17 00:11:42.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.280e-03, size: 736, ETA: 16:06:41
2024-12-17 00:11:44.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.283e-03, size: 640, ETA: 16:06:46
2024-12-17 00:11:47.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.286e-03, size: 576, ETA: 16:06:46
2024-12-17 00:11:49.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.289e-03, size: 672, ETA: 16:06:50
2024-12-17 00:11:52.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.292e-03, size: 672, ETA: 16:06:48
2024-12-17 00:11:53.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.295e-03, size: 544, ETA: 16:06:33
2024-12-17 00:11:55.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.298e-03, size: 640, ETA: 16:06:16
2024-12-17 00:11:57.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.301e-03, size: 672, ETA: 16:06:03
2024-12-17 00:11:59.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.304e-03, size: 672, ETA: 16:05:50
2024-12-17 00:12:01.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.307e-03, size: 704, ETA: 16:05:39
2024-12-17 00:12:03.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.310e-03, size: 544, ETA: 16:05:32
2024-12-17 00:12:05.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.313e-03, size: 544, ETA: 16:05:31
2024-12-17 00:12:07.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.316e-03, size: 704, ETA: 16:05:25
2024-12-17 00:12:10.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.319e-03, size: 640, ETA: 16:05:36
2024-12-17 00:12:12.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.322e-03, size: 576, ETA: 16:05:37
2024-12-17 00:12:15.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.325e-03, size: 736, ETA: 16:05:44
2024-12-17 00:12:17.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.328e-03, size: 640, ETA: 16:05:38
2024-12-17 00:12:19.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.331e-03, size: 576, ETA: 16:05:26
2024-12-17 00:12:21.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.334e-03, size: 544, ETA: 16:05:12
2024-12-17 00:12:23.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.337e-03, size: 608, ETA: 16:04:58
2024-12-17 00:12:25.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.340e-03, size: 640, ETA: 16:04:46
2024-12-17 00:12:27.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.343e-03, size: 608, ETA: 16:04:33
2024-12-17 00:12:29.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.346e-03, size: 576, ETA: 16:04:30
2024-12-17 00:12:31.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.349e-03, size: 640, ETA: 16:04:29
2024-12-17 00:12:34.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.352e-03, size: 608, ETA: 16:04:33
2024-12-17 00:12:36.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.355e-03, size: 608, ETA: 16:04:29
2024-12-17 00:12:38.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.358e-03, size: 736, ETA: 16:04:38
2024-12-17 00:12:41.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.361e-03, size: 640, ETA: 16:04:44
2024-12-17 00:12:43.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.364e-03, size: 608, ETA: 16:04:34
2024-12-17 00:12:45.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.367e-03, size: 736, ETA: 16:04:25
2024-12-17 00:12:47.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.370e-03, size: 736, ETA: 16:04:14
2024-12-17 00:12:49.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.373e-03, size: 640, ETA: 16:04:02
2024-12-17 00:12:51.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.376e-03, size: 608, ETA: 16:03:50
2024-12-17 00:12:53.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.379e-03, size: 736, ETA: 16:03:40
2024-12-17 00:12:55.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.382e-03, size: 544, ETA: 16:03:39
2024-12-17 00:12:57.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.385e-03, size: 640, ETA: 16:03:44
2024-12-17 00:13:00.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.388e-03, size: 544, ETA: 16:03:59
2024-12-17 00:13:03.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.391e-03, size: 704, ETA: 16:04:09
2024-12-17 00:13:05.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.395e-03, size: 672, ETA: 16:04:08
2024-12-17 00:13:07.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.398e-03, size: 544, ETA: 16:03:56
2024-12-17 00:13:09.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.401e-03, size: 608, ETA: 16:03:45
2024-12-17 00:13:11.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.404e-03, size: 576, ETA: 16:03:36
2024-12-17 00:13:13.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.407e-03, size: 704, ETA: 16:03:31
2024-12-17 00:13:15.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.410e-03, size: 544, ETA: 16:03:23
2024-12-17 00:13:17.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.413e-03, size: 736, ETA: 16:03:12
2024-12-17 00:13:20.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.416e-03, size: 704, ETA: 16:03:19
2024-12-17 00:13:22.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.419e-03, size: 544, ETA: 16:03:20
2024-12-17 00:13:25.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.422e-03, size: 736, ETA: 16:03:23
2024-12-17 00:13:28.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.425e-03, size: 544, ETA: 16:03:41
2024-12-17 00:13:30.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.429e-03, size: 576, ETA: 16:03:41
2024-12-17 00:13:32.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.432e-03, size: 576, ETA: 16:03:26
2024-12-17 00:13:34.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.435e-03, size: 736, ETA: 16:03:15
2024-12-17 00:13:36.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.438e-03, size: 544, ETA: 16:03:04
2024-12-17 00:13:37.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.441e-03, size: 672, ETA: 16:02:47
2024-12-17 00:13:39.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.444e-03, size: 576, ETA: 16:02:38
2024-12-17 00:13:41.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.447e-03, size: 576, ETA: 16:02:25
2024-12-17 00:13:43.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.451e-03, size: 576, ETA: 16:02:21
2024-12-17 00:13:46.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.454e-03, size: 640, ETA: 16:02:21
2024-12-17 00:13:48.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.251s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.457e-03, size: 704, ETA: 16:02:26
2024-12-17 00:13:51.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.460e-03, size: 544, ETA: 16:02:30
2024-12-17 00:13:53.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.463e-03, size: 672, ETA: 16:02:36
2024-12-17 00:13:55.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.466e-03, size: 576, ETA: 16:02:22
2024-12-17 00:13:57.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.469e-03, size: 640, ETA: 16:02:09
2024-12-17 00:13:59.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.473e-03, size: 704, ETA: 16:01:59
2024-12-17 00:14:01.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.476e-03, size: 608, ETA: 16:01:52
2024-12-17 00:14:03.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.479e-03, size: 736, ETA: 16:01:37
2024-12-17 00:14:05.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.482e-03, size: 608, ETA: 16:01:27
2024-12-17 00:14:07.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.485e-03, size: 576, ETA: 16:01:21
2024-12-17 00:14:09.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.488e-03, size: 672, ETA: 16:01:13
2024-12-17 00:14:11.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.492e-03, size: 672, ETA: 16:01:09
2024-12-17 00:14:13.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.495e-03, size: 704, ETA: 16:00:59
2024-12-17 00:14:15.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.498e-03, size: 704, ETA: 16:00:49
2024-12-17 00:14:17.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.501e-03, size: 544, ETA: 16:00:38
2024-12-17 00:14:19.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 1.504e-03, size: 736, ETA: 16:00:21
2024-12-17 00:14:21.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.508e-03, size: 736, ETA: 16:00:13
2024-12-17 00:14:23.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.511e-03, size: 576, ETA: 16:00:02
2024-12-17 00:14:25.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.514e-03, size: 608, ETA: 15:59:59
2024-12-17 00:14:27.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.517e-03, size: 544, ETA: 15:59:49
2024-12-17 00:14:29.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.520e-03, size: 672, ETA: 15:59:40
2024-12-17 00:14:31.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.524e-03, size: 544, ETA: 15:59:28
2024-12-17 00:14:33.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.527e-03, size: 608, ETA: 15:59:16
2024-12-17 00:14:35.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.530e-03, size: 672, ETA: 15:59:06
2024-12-17 00:14:37.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.533e-03, size: 704, ETA: 15:58:59
2024-12-17 00:14:39.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.537e-03, size: 640, ETA: 15:59:00
2024-12-17 00:14:41.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.230s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.540e-03, size: 640, ETA: 15:59:00
2024-12-17 00:14:44.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.543e-03, size: 704, ETA: 15:59:06
2024-12-17 00:14:47.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.546e-03, size: 576, ETA: 15:59:20
2024-12-17 00:14:49.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.550e-03, size: 544, ETA: 15:59:20
2024-12-17 00:14:51.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.553e-03, size: 672, ETA: 15:59:06
2024-12-17 00:14:53.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.556e-03, size: 704, ETA: 15:58:54
2024-12-17 00:14:55.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.559e-03, size: 736, ETA: 15:58:46
2024-12-17 00:14:57.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.563e-03, size: 704, ETA: 15:58:38
2024-12-17 00:14:59.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.566e-03, size: 576, ETA: 15:58:37
2024-12-17 00:15:01.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.569e-03, size: 544, ETA: 15:58:27
2024-12-17 00:15:03.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 1.572e-03, size: 704, ETA: 15:58:27
2024-12-17 00:15:06.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.576e-03, size: 736, ETA: 15:58:30
2024-12-17 00:15:08.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.579e-03, size: 608, ETA: 15:58:33
2024-12-17 00:15:11.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.582e-03, size: 736, ETA: 15:58:31
2024-12-17 00:15:13.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.586e-03, size: 704, ETA: 15:58:37
2024-12-17 00:15:15.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.589e-03, size: 672, ETA: 15:58:30
2024-12-17 00:15:17.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.592e-03, size: 736, ETA: 15:58:19
2024-12-17 00:15:19.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.219s, data_time: 0.006s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.595e-03, size: 544, ETA: 15:58:15
2024-12-17 00:15:21.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 4/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.599e-03, size: 736, ETA: 15:58:05
2024-12-17 00:15:22.710 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 00:15:23.118 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch5
2024-12-17 00:15:25.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.603e-03, size: 672, ETA: 15:58:10
2024-12-17 00:15:28.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.313s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 1.607e-03, size: 736, ETA: 15:58:31
2024-12-17 00:15:31.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.610e-03, size: 544, ETA: 15:58:32
2024-12-17 00:15:32.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.176s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.613e-03, size: 608, ETA: 15:58:17
2024-12-17 00:15:35.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.617e-03, size: 672, ETA: 15:58:16
2024-12-17 00:15:37.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.620e-03, size: 640, ETA: 15:58:17
2024-12-17 00:15:40.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.623e-03, size: 704, ETA: 15:58:26
2024-12-17 00:15:42.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.627e-03, size: 608, ETA: 15:58:32
2024-12-17 00:15:45.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.630e-03, size: 544, ETA: 15:58:32
2024-12-17 00:15:47.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.633e-03, size: 672, ETA: 15:58:24
2024-12-17 00:15:49.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.637e-03, size: 704, ETA: 15:58:14
2024-12-17 00:15:50.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.640e-03, size: 608, ETA: 15:58:03
2024-12-17 00:15:52.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.643e-03, size: 544, ETA: 15:57:47
2024-12-17 00:15:54.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.647e-03, size: 736, ETA: 15:57:40
2024-12-17 00:15:56.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.650e-03, size: 640, ETA: 15:57:35
2024-12-17 00:15:59.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.653e-03, size: 736, ETA: 15:57:34
2024-12-17 00:16:01.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.657e-03, size: 640, ETA: 15:57:34
2024-12-17 00:16:03.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.660e-03, size: 544, ETA: 15:57:29
2024-12-17 00:16:06.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 1.663e-03, size: 640, ETA: 15:57:29
2024-12-17 00:16:08.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.216s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.667e-03, size: 608, ETA: 15:57:25
2024-12-17 00:16:10.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.670e-03, size: 704, ETA: 15:57:20
2024-12-17 00:16:12.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.673e-03, size: 736, ETA: 15:57:12
2024-12-17 00:16:14.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.677e-03, size: 640, ETA: 15:57:01
2024-12-17 00:16:16.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.680e-03, size: 704, ETA: 15:56:51
2024-12-17 00:16:18.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.684e-03, size: 576, ETA: 15:56:42
2024-12-17 00:16:20.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.687e-03, size: 640, ETA: 15:56:33
2024-12-17 00:16:22.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.690e-03, size: 576, ETA: 15:56:25
2024-12-17 00:16:24.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.694e-03, size: 704, ETA: 15:56:18
2024-12-17 00:16:26.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.697e-03, size: 672, ETA: 15:56:20
2024-12-17 00:16:29.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.701e-03, size: 704, ETA: 15:56:22
2024-12-17 00:16:31.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.704e-03, size: 608, ETA: 15:56:25
2024-12-17 00:16:33.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.707e-03, size: 672, ETA: 15:56:24
2024-12-17 00:16:35.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.711e-03, size: 736, ETA: 15:56:17
2024-12-17 00:16:37.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.714e-03, size: 672, ETA: 15:56:11
2024-12-17 00:16:40.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.718e-03, size: 736, ETA: 15:56:04
2024-12-17 00:16:41.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.721e-03, size: 640, ETA: 15:55:55
2024-12-17 00:16:43.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.724e-03, size: 640, ETA: 15:55:47
2024-12-17 00:16:46.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.728e-03, size: 640, ETA: 15:55:42
2024-12-17 00:16:48.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.731e-03, size: 736, ETA: 15:55:43
2024-12-17 00:16:51.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.735e-03, size: 704, ETA: 15:55:48
2024-12-17 00:16:53.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.738e-03, size: 672, ETA: 15:56:02
2024-12-17 00:16:56.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.742e-03, size: 608, ETA: 15:56:07
2024-12-17 00:16:58.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.745e-03, size: 608, ETA: 15:56:08
2024-12-17 00:17:00.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.749e-03, size: 736, ETA: 15:55:59
2024-12-17 00:17:02.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.752e-03, size: 576, ETA: 15:55:48
2024-12-17 00:17:04.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.755e-03, size: 736, ETA: 15:55:39
2024-12-17 00:17:06.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.759e-03, size: 544, ETA: 15:55:30
2024-12-17 00:17:08.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.762e-03, size: 608, ETA: 15:55:21
2024-12-17 00:17:10.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.766e-03, size: 640, ETA: 15:55:17
2024-12-17 00:17:13.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.769e-03, size: 576, ETA: 15:55:15
2024-12-17 00:17:15.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.773e-03, size: 736, ETA: 15:55:23
2024-12-17 00:17:18.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.315s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.776e-03, size: 640, ETA: 15:55:44
2024-12-17 00:17:21.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.780e-03, size: 672, ETA: 15:55:56
2024-12-17 00:17:24.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.783e-03, size: 672, ETA: 15:55:56
2024-12-17 00:17:26.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.787e-03, size: 704, ETA: 15:55:49
2024-12-17 00:17:28.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.790e-03, size: 640, ETA: 15:55:40
2024-12-17 00:17:30.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.794e-03, size: 608, ETA: 15:55:32
2024-12-17 00:17:31.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.797e-03, size: 544, ETA: 15:55:21
2024-12-17 00:17:34.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.801e-03, size: 640, ETA: 15:55:25
2024-12-17 00:17:36.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.804e-03, size: 736, ETA: 15:55:26
2024-12-17 00:17:39.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.239s, data_time: 0.005s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.808e-03, size: 608, ETA: 15:55:28
2024-12-17 00:17:41.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.811e-03, size: 576, ETA: 15:55:28
2024-12-17 00:17:43.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.815e-03, size: 640, ETA: 15:55:27
2024-12-17 00:17:46.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.818e-03, size: 576, ETA: 15:55:26
2024-12-17 00:17:48.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.822e-03, size: 608, ETA: 15:55:25
2024-12-17 00:17:50.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.825e-03, size: 736, ETA: 15:55:19
2024-12-17 00:17:52.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.829e-03, size: 608, ETA: 15:55:09
2024-12-17 00:17:54.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.832e-03, size: 608, ETA: 15:54:56
2024-12-17 00:17:56.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.836e-03, size: 608, ETA: 15:54:45
2024-12-17 00:17:58.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.839e-03, size: 672, ETA: 15:54:39
2024-12-17 00:18:00.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.843e-03, size: 704, ETA: 15:54:30
2024-12-17 00:18:02.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.846e-03, size: 608, ETA: 15:54:19
2024-12-17 00:18:03.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.850e-03, size: 672, ETA: 15:54:08
2024-12-17 00:18:05.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.854e-03, size: 544, ETA: 15:53:59
2024-12-17 00:18:07.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.857e-03, size: 672, ETA: 15:53:48
2024-12-17 00:18:09.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.861e-03, size: 576, ETA: 15:53:39
2024-12-17 00:18:11.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.174s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.864e-03, size: 544, ETA: 15:53:25
2024-12-17 00:18:13.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.868e-03, size: 576, ETA: 15:53:20
2024-12-17 00:18:15.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.871e-03, size: 704, ETA: 15:53:10
2024-12-17 00:18:17.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.875e-03, size: 640, ETA: 15:53:02
2024-12-17 00:18:19.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.878e-03, size: 640, ETA: 15:52:51
2024-12-17 00:18:21.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.882e-03, size: 672, ETA: 15:52:43
2024-12-17 00:18:23.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.886e-03, size: 736, ETA: 15:52:33
2024-12-17 00:18:25.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.889e-03, size: 576, ETA: 15:52:23
2024-12-17 00:18:27.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.893e-03, size: 704, ETA: 15:52:15
2024-12-17 00:18:29.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.896e-03, size: 640, ETA: 15:52:16
2024-12-17 00:18:32.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.900e-03, size: 704, ETA: 15:52:20
2024-12-17 00:18:34.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.904e-03, size: 704, ETA: 15:52:22
2024-12-17 00:18:37.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.907e-03, size: 640, ETA: 15:52:32
2024-12-17 00:18:39.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.262s, data_time: 0.001s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.911e-03, size: 640, ETA: 15:52:39
2024-12-17 00:18:42.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.914e-03, size: 736, ETA: 15:52:36
2024-12-17 00:18:44.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.918e-03, size: 544, ETA: 15:52:29
2024-12-17 00:18:46.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.922e-03, size: 544, ETA: 15:52:17
2024-12-17 00:18:47.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.925e-03, size: 608, ETA: 15:52:06
2024-12-17 00:18:49.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.929e-03, size: 576, ETA: 15:51:52
2024-12-17 00:18:51.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.933e-03, size: 640, ETA: 15:51:43
2024-12-17 00:18:53.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.936e-03, size: 704, ETA: 15:51:32
2024-12-17 00:18:55.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.940e-03, size: 576, ETA: 15:51:22
2024-12-17 00:18:57.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.943e-03, size: 608, ETA: 15:51:12
2024-12-17 00:18:59.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.947e-03, size: 704, ETA: 15:51:02
2024-12-17 00:19:01.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.951e-03, size: 672, ETA: 15:50:52
2024-12-17 00:19:03.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.954e-03, size: 608, ETA: 15:50:44
2024-12-17 00:19:05.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.958e-03, size: 640, ETA: 15:50:35
2024-12-17 00:19:07.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.962e-03, size: 672, ETA: 15:50:26
2024-12-17 00:19:09.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.965e-03, size: 672, ETA: 15:50:19
2024-12-17 00:19:10.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.969e-03, size: 608, ETA: 15:50:09
2024-12-17 00:19:12.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.973e-03, size: 640, ETA: 15:49:58
2024-12-17 00:19:14.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.976e-03, size: 704, ETA: 15:49:51
2024-12-17 00:19:16.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.980e-03, size: 672, ETA: 15:49:43
2024-12-17 00:19:18.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.984e-03, size: 608, ETA: 15:49:36
2024-12-17 00:19:20.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.987e-03, size: 608, ETA: 15:49:24
2024-12-17 00:19:22.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 1.991e-03, size: 704, ETA: 15:49:14
2024-12-17 00:19:24.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.995e-03, size: 640, ETA: 15:49:08
2024-12-17 00:19:26.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.998e-03, size: 608, ETA: 15:49:00
2024-12-17 00:19:28.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.002e-03, size: 608, ETA: 15:48:50
2024-12-17 00:19:30.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.006e-03, size: 608, ETA: 15:48:41
2024-12-17 00:19:32.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.009e-03, size: 576, ETA: 15:48:29
2024-12-17 00:19:34.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.013e-03, size: 544, ETA: 15:48:18
2024-12-17 00:19:36.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.017e-03, size: 704, ETA: 15:48:06
2024-12-17 00:19:37.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.021e-03, size: 576, ETA: 15:47:57
2024-12-17 00:19:40.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.024e-03, size: 608, ETA: 15:47:49
2024-12-17 00:19:41.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.028e-03, size: 544, ETA: 15:47:42
2024-12-17 00:19:43.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.032e-03, size: 704, ETA: 15:47:33
2024-12-17 00:19:45.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.035e-03, size: 672, ETA: 15:47:23
2024-12-17 00:19:47.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.039e-03, size: 736, ETA: 15:47:16
2024-12-17 00:19:49.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.043e-03, size: 704, ETA: 15:47:10
2024-12-17 00:19:51.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.047e-03, size: 576, ETA: 15:47:01
2024-12-17 00:19:53.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.050e-03, size: 576, ETA: 15:46:52
2024-12-17 00:19:55.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.054e-03, size: 576, ETA: 15:46:38
2024-12-17 00:19:57.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.058e-03, size: 704, ETA: 15:46:28
2024-12-17 00:19:59.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.062e-03, size: 640, ETA: 15:46:17
2024-12-17 00:20:01.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.065e-03, size: 608, ETA: 15:46:08
2024-12-17 00:20:03.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.069e-03, size: 704, ETA: 15:45:58
2024-12-17 00:20:05.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.073e-03, size: 672, ETA: 15:45:49
2024-12-17 00:20:07.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.077e-03, size: 736, ETA: 15:45:42
2024-12-17 00:20:09.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.080e-03, size: 672, ETA: 15:45:34
2024-12-17 00:20:11.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.084e-03, size: 672, ETA: 15:45:27
2024-12-17 00:20:12.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.088e-03, size: 608, ETA: 15:45:17
2024-12-17 00:20:14.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.092e-03, size: 544, ETA: 15:45:07
2024-12-17 00:20:17.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.095e-03, size: 736, ETA: 15:45:04
2024-12-17 00:20:19.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.099e-03, size: 576, ETA: 15:44:56
2024-12-17 00:20:20.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.4, lr: 2.103e-03, size: 608, ETA: 15:44:45
2024-12-17 00:20:22.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.107e-03, size: 576, ETA: 15:44:33
2024-12-17 00:20:24.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.111e-03, size: 608, ETA: 15:44:27
2024-12-17 00:20:26.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.114e-03, size: 576, ETA: 15:44:21
2024-12-17 00:20:28.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.118e-03, size: 608, ETA: 15:44:11
2024-12-17 00:20:30.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.122e-03, size: 544, ETA: 15:44:05
2024-12-17 00:20:32.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.126e-03, size: 704, ETA: 15:43:56
2024-12-17 00:20:34.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.130e-03, size: 672, ETA: 15:43:47
2024-12-17 00:20:36.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.133e-03, size: 576, ETA: 15:43:37
2024-12-17 00:20:38.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.137e-03, size: 608, ETA: 15:43:27
2024-12-17 00:20:40.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.141e-03, size: 544, ETA: 15:43:19
2024-12-17 00:20:42.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.145e-03, size: 544, ETA: 15:43:13
2024-12-17 00:20:44.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.149e-03, size: 672, ETA: 15:43:07
2024-12-17 00:20:46.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.152e-03, size: 608, ETA: 15:42:59
2024-12-17 00:20:48.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.156e-03, size: 704, ETA: 15:42:49
2024-12-17 00:20:50.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.160e-03, size: 576, ETA: 15:42:39
2024-12-17 00:20:52.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.164e-03, size: 704, ETA: 15:42:31
2024-12-17 00:20:54.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.168e-03, size: 736, ETA: 15:42:22
2024-12-17 00:20:56.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.172e-03, size: 736, ETA: 15:42:18
2024-12-17 00:20:58.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.175e-03, size: 640, ETA: 15:42:10
2024-12-17 00:20:59.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.179e-03, size: 544, ETA: 15:41:57
2024-12-17 00:21:01.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.183e-03, size: 736, ETA: 15:41:49
2024-12-17 00:21:03.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.187e-03, size: 544, ETA: 15:41:40
2024-12-17 00:21:05.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.191e-03, size: 672, ETA: 15:41:28
2024-12-17 00:21:07.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.195e-03, size: 608, ETA: 15:41:20
2024-12-17 00:21:09.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.199e-03, size: 640, ETA: 15:41:12
2024-12-17 00:21:11.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.202e-03, size: 640, ETA: 15:41:07
2024-12-17 00:21:13.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.206e-03, size: 640, ETA: 15:41:02
2024-12-17 00:21:15.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.210e-03, size: 608, ETA: 15:40:55
2024-12-17 00:21:17.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.214e-03, size: 576, ETA: 15:40:46
2024-12-17 00:21:19.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.218e-03, size: 544, ETA: 15:40:37
2024-12-17 00:21:21.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.222e-03, size: 608, ETA: 15:40:30
2024-12-17 00:21:23.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.226e-03, size: 736, ETA: 15:40:23
2024-12-17 00:21:25.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.230e-03, size: 640, ETA: 15:40:18
2024-12-17 00:21:27.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.234e-03, size: 544, ETA: 15:40:06
2024-12-17 00:21:29.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.237e-03, size: 736, ETA: 15:40:00
2024-12-17 00:21:31.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.241e-03, size: 544, ETA: 15:39:49
2024-12-17 00:21:33.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.245e-03, size: 640, ETA: 15:39:41
2024-12-17 00:21:35.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.249e-03, size: 640, ETA: 15:39:30
2024-12-17 00:21:36.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.253e-03, size: 544, ETA: 15:39:20
2024-12-17 00:21:38.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.257e-03, size: 672, ETA: 15:39:09
2024-12-17 00:21:40.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.261e-03, size: 704, ETA: 15:39:01
2024-12-17 00:21:42.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.265e-03, size: 704, ETA: 15:38:59
2024-12-17 00:21:44.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.269e-03, size: 544, ETA: 15:38:52
2024-12-17 00:21:46.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.273e-03, size: 576, ETA: 15:38:46
2024-12-17 00:21:48.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.277e-03, size: 576, ETA: 15:38:35
2024-12-17 00:21:50.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.281e-03, size: 736, ETA: 15:38:28
2024-12-17 00:21:52.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.285e-03, size: 672, ETA: 15:38:23
2024-12-17 00:21:54.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.289e-03, size: 608, ETA: 15:38:14
2024-12-17 00:21:56.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.292e-03, size: 544, ETA: 15:38:01
2024-12-17 00:21:58.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.296e-03, size: 576, ETA: 15:37:54
2024-12-17 00:22:00.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.300e-03, size: 544, ETA: 15:37:42
2024-12-17 00:22:02.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.304e-03, size: 672, ETA: 15:37:32
2024-12-17 00:22:04.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.308e-03, size: 736, ETA: 15:37:24
2024-12-17 00:22:06.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.312e-03, size: 640, ETA: 15:37:16
2024-12-17 00:22:08.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.316e-03, size: 672, ETA: 15:37:11
2024-12-17 00:22:10.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.320e-03, size: 672, ETA: 15:37:04
2024-12-17 00:22:12.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.324e-03, size: 736, ETA: 15:37:00
2024-12-17 00:22:14.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.328e-03, size: 672, ETA: 15:36:55
2024-12-17 00:22:16.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.332e-03, size: 576, ETA: 15:36:47
2024-12-17 00:22:18.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.336e-03, size: 736, ETA: 15:36:39
2024-12-17 00:22:20.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.340e-03, size: 672, ETA: 15:36:33
2024-12-17 00:22:22.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.344e-03, size: 640, ETA: 15:36:24
2024-12-17 00:22:23.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.348e-03, size: 640, ETA: 15:36:14
2024-12-17 00:22:25.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.352e-03, size: 640, ETA: 15:36:03
2024-12-17 00:22:27.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.356e-03, size: 608, ETA: 15:35:53
2024-12-17 00:22:29.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.360e-03, size: 736, ETA: 15:35:44
2024-12-17 00:22:31.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.364e-03, size: 672, ETA: 15:35:42
2024-12-17 00:22:33.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.368e-03, size: 640, ETA: 15:35:36
2024-12-17 00:22:35.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.372e-03, size: 608, ETA: 15:35:29
2024-12-17 00:22:37.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.376e-03, size: 672, ETA: 15:35:19
2024-12-17 00:22:39.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.380e-03, size: 672, ETA: 15:35:09
2024-12-17 00:22:41.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.384e-03, size: 544, ETA: 15:34:57
2024-12-17 00:22:43.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.388e-03, size: 672, ETA: 15:34:51
2024-12-17 00:22:45.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.392e-03, size: 704, ETA: 15:34:44
2024-12-17 00:22:47.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.396e-03, size: 544, ETA: 15:34:35
2024-12-17 00:22:49.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.400e-03, size: 736, ETA: 15:34:27
2024-12-17 00:22:50.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.404e-03, size: 576, ETA: 15:34:17
2024-12-17 00:22:52.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.408e-03, size: 704, ETA: 15:34:08
2024-12-17 00:22:54.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 576, ETA: 15:34:01
2024-12-17 00:22:56.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.417e-03, size: 608, ETA: 15:33:53
2024-12-17 00:22:58.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 704, ETA: 15:33:43
2024-12-17 00:23:00.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.425e-03, size: 544, ETA: 15:33:34
2024-12-17 00:23:02.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.429e-03, size: 576, ETA: 15:33:26
2024-12-17 00:23:04.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.433e-03, size: 576, ETA: 15:33:16
2024-12-17 00:23:06.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.437e-03, size: 576, ETA: 15:33:07
2024-12-17 00:23:08.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.441e-03, size: 672, ETA: 15:33:02
2024-12-17 00:23:09.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.445e-03, size: 544, ETA: 15:32:52
2024-12-17 00:23:12.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.449e-03, size: 576, ETA: 15:32:45
2024-12-17 00:23:13.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 544, ETA: 15:32:35
2024-12-17 00:23:15.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.457e-03, size: 640, ETA: 15:32:27
2024-12-17 00:23:17.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.461e-03, size: 640, ETA: 15:32:17
2024-12-17 00:23:19.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.465e-03, size: 704, ETA: 15:32:08
2024-12-17 00:23:21.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.470e-03, size: 672, ETA: 15:32:01
2024-12-17 00:23:23.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.474e-03, size: 640, ETA: 15:31:53
2024-12-17 00:23:25.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.478e-03, size: 608, ETA: 15:31:47
2024-12-17 00:23:27.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-03, size: 544, ETA: 15:31:45
2024-12-17 00:23:29.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.486e-03, size: 576, ETA: 15:31:46
2024-12-17 00:23:32.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 608, ETA: 15:31:51
2024-12-17 00:23:34.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.227s, data_time: 0.006s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:31:51
2024-12-17 00:23:36.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 5/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.498e-03, size: 608, ETA: 15:31:44
2024-12-17 00:23:37.546 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 00:23:37.973 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch6
2024-12-17 00:23:40.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:31:38
2024-12-17 00:23:42.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:31:34
2024-12-17 00:23:44.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:31:26
2024-12-17 00:23:45.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 544, ETA: 15:31:14
2024-12-17 00:23:48.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:31:16
2024-12-17 00:23:50.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:31:13
2024-12-17 00:23:53.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:31:18
2024-12-17 00:23:56.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:31:34
2024-12-17 00:23:59.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:31:49
2024-12-17 00:24:01.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:31:44
2024-12-17 00:24:03.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:31:36
2024-12-17 00:24:05.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:31:32
2024-12-17 00:24:07.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:31:25
2024-12-17 00:24:09.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 576, ETA: 15:31:18
2024-12-17 00:24:11.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:31:14
2024-12-17 00:24:13.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:31:10
2024-12-17 00:24:15.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:31:12
2024-12-17 00:24:18.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 576, ETA: 15:31:23
2024-12-17 00:24:21.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:31:27
2024-12-17 00:24:23.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:31:28
2024-12-17 00:24:25.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:31:17
2024-12-17 00:24:27.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:31:11
2024-12-17 00:24:29.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:31:02
2024-12-17 00:24:31.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:30:52
2024-12-17 00:24:33.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:30:47
2024-12-17 00:24:35.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:30:42
2024-12-17 00:24:37.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:30:44
2024-12-17 00:24:40.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:30:47
2024-12-17 00:24:42.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:30:52
2024-12-17 00:24:45.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:31:00
2024-12-17 00:24:47.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:31:03
2024-12-17 00:24:50.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:31:03
2024-12-17 00:24:52.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:30:55
2024-12-17 00:24:53.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.183s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:30:46
2024-12-17 00:24:55.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 544, ETA: 15:30:35
2024-12-17 00:24:57.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:30:27
2024-12-17 00:24:59.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:30:21
2024-12-17 00:25:01.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:30:15
2024-12-17 00:25:04.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:30:21
2024-12-17 00:25:06.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.230s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:30:21
2024-12-17 00:25:09.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:30:26
2024-12-17 00:25:11.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:30:26
2024-12-17 00:25:13.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:30:19
2024-12-17 00:25:15.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:30:10
2024-12-17 00:25:17.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.001s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:30:01
2024-12-17 00:25:18.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 544, ETA: 15:29:51
2024-12-17 00:25:20.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:29:45
2024-12-17 00:25:23.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:42
2024-12-17 00:25:25.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:43
2024-12-17 00:25:28.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.280s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:29:53
2024-12-17 00:25:30.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:29:57
2024-12-17 00:25:33.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:30:04
2024-12-17 00:25:35.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:29:58
2024-12-17 00:25:37.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:50
2024-12-17 00:25:39.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:43
2024-12-17 00:25:41.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:29:37
2024-12-17 00:25:43.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:29:31
2024-12-17 00:25:45.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:26
2024-12-17 00:25:47.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:29
2024-12-17 00:25:50.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:29:32
2024-12-17 00:25:52.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:29:37
2024-12-17 00:25:55.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:38
2024-12-17 00:25:58.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:52
2024-12-17 00:26:00.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:29:50
2024-12-17 00:26:02.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:29:47
2024-12-17 00:26:04.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:29:38
2024-12-17 00:26:06.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:29:30
2024-12-17 00:26:08.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:20
2024-12-17 00:26:10.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:24
2024-12-17 00:26:13.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:27
2024-12-17 00:26:15.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:29:34
2024-12-17 00:26:18.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.251s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:38
2024-12-17 00:26:20.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:29:40
2024-12-17 00:26:22.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:29:33
2024-12-17 00:26:24.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:25
2024-12-17 00:26:27.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:29:29
2024-12-17 00:26:29.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:29:30
2024-12-17 00:26:31.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:29:28
2024-12-17 00:26:34.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.281s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:29:38
2024-12-17 00:26:37.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:29:40
2024-12-17 00:26:39.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.275s, data_time: 0.004s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:29:48
2024-12-17 00:26:42.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.269s, data_time: 0.001s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:56
2024-12-17 00:26:44.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:57
2024-12-17 00:26:47.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.223s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:55
2024-12-17 00:26:49.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:29:58
2024-12-17 00:26:51.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:29:51
2024-12-17 00:26:53.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:29:42
2024-12-17 00:26:55.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:29:40
2024-12-17 00:26:58.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:29:41
2024-12-17 00:27:00.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 544, ETA: 15:29:44
2024-12-17 00:27:03.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:56
2024-12-17 00:27:06.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 576, ETA: 15:30:03
2024-12-17 00:27:07.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:29:52
2024-12-17 00:27:09.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:44
2024-12-17 00:27:11.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:29:37
2024-12-17 00:27:13.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:32
2024-12-17 00:27:15.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:29:27
2024-12-17 00:27:18.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:29:30
2024-12-17 00:27:20.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:30
2024-12-17 00:27:23.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:29:37
2024-12-17 00:27:26.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.2Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:29:51
2024-12-17 00:27:28.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:29:54
2024-12-17 00:27:30.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:43
2024-12-17 00:27:32.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:29:37
2024-12-17 00:27:34.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:26
2024-12-17 00:27:36.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:29:16
2024-12-17 00:27:38.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:29:10
2024-12-17 00:27:40.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:29:04
2024-12-17 00:27:42.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:01
2024-12-17 00:27:44.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:05
2024-12-17 00:27:47.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.234s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:29:06
2024-12-17 00:27:50.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:16
2024-12-17 00:27:52.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:29:24
2024-12-17 00:27:54.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:29:19
2024-12-17 00:27:56.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:29:07
2024-12-17 00:27:58.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:29:01
2024-12-17 00:28:00.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:28:54
2024-12-17 00:28:02.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:28:47
2024-12-17 00:28:04.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:28:39
2024-12-17 00:28:06.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.237s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:28:40
2024-12-17 00:28:09.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 544, ETA: 15:28:41
2024-12-17 00:28:11.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:28:47
2024-12-17 00:28:14.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:28:55
2024-12-17 00:28:16.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:28:55
2024-12-17 00:28:18.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:28:51
2024-12-17 00:28:21.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:28:48
2024-12-17 00:28:23.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:28:40
2024-12-17 00:28:25.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:28:37
2024-12-17 00:28:27.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:28:28
2024-12-17 00:28:29.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:28:28
2024-12-17 00:28:31.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:28:27
2024-12-17 00:28:34.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:28:28
2024-12-17 00:28:36.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:28:30
2024-12-17 00:28:38.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:28:32
2024-12-17 00:28:41.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:28:39
2024-12-17 00:28:43.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:28:39
2024-12-17 00:28:45.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:28:31
2024-12-17 00:28:47.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:28:27
2024-12-17 00:28:49.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:28:19
2024-12-17 00:28:51.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:28:12
2024-12-17 00:28:53.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:28:03
2024-12-17 00:28:55.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:27:58
2024-12-17 00:28:58.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:27:59
2024-12-17 00:29:00.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:28:02
2024-12-17 00:29:03.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 576, ETA: 15:28:04
2024-12-17 00:29:05.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:28:06
2024-12-17 00:29:08.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 576, ETA: 15:28:14
2024-12-17 00:29:10.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:28:23
2024-12-17 00:29:12.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:28:17
2024-12-17 00:29:14.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 544, ETA: 15:28:08
2024-12-17 00:29:16.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:28:04
2024-12-17 00:29:19.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:28:01
2024-12-17 00:29:21.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:27:57
2024-12-17 00:29:23.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:27:54
2024-12-17 00:29:25.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:27:56
2024-12-17 00:29:28.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:27:54
2024-12-17 00:29:30.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.244s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:27:56
2024-12-17 00:29:32.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 544, ETA: 15:27:56
2024-12-17 00:29:35.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 704, ETA: 15:28:05
2024-12-17 00:29:37.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:28:04
2024-12-17 00:29:39.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:27:54
2024-12-17 00:29:41.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:27:47
2024-12-17 00:29:43.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:27:42
2024-12-17 00:29:45.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:27:35
2024-12-17 00:29:47.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:27:30
2024-12-17 00:29:49.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:27:27
2024-12-17 00:29:52.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:27:28
2024-12-17 00:29:54.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.245s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:27:31
2024-12-17 00:29:57.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:27:39
2024-12-17 00:30:00.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.259s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:27:44
2024-12-17 00:30:02.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:27:43
2024-12-17 00:30:04.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:27:33
2024-12-17 00:30:06.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:27:27
2024-12-17 00:30:08.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:27:20
2024-12-17 00:30:10.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:27:16
2024-12-17 00:30:12.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:27:11
2024-12-17 00:30:14.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:27:03
2024-12-17 00:30:16.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:27:04
2024-12-17 00:30:18.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:27:04
2024-12-17 00:30:21.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:27:11
2024-12-17 00:30:24.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:27:15
2024-12-17 00:30:27.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:27:26
2024-12-17 00:30:28.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:27:16
2024-12-17 00:30:30.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:27:08
2024-12-17 00:30:32.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:27:04
2024-12-17 00:30:34.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:26:58
2024-12-17 00:30:37.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:26:55
2024-12-17 00:30:39.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:26:50
2024-12-17 00:30:41.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.223s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:26:48
2024-12-17 00:30:43.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:26:52
2024-12-17 00:30:46.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:26:55
2024-12-17 00:30:48.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.500e-03, size: 608, ETA: 15:26:57
2024-12-17 00:30:51.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:27:07
2024-12-17 00:30:53.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.500e-03, size: 544, ETA: 15:26:59
2024-12-17 00:30:55.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:26:52
2024-12-17 00:30:57.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:26:47
2024-12-17 00:30:59.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:26:43
2024-12-17 00:31:01.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:26:39
2024-12-17 00:31:03.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:26:33
2024-12-17 00:31:06.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:26:33
2024-12-17 00:31:08.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.500e-03, size: 704, ETA: 15:26:37
2024-12-17 00:31:10.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:26:36
2024-12-17 00:31:13.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.500e-03, size: 736, ETA: 15:26:45
2024-12-17 00:31:16.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 576, ETA: 15:26:47
2024-12-17 00:31:18.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 640, ETA: 15:26:51
2024-12-17 00:31:20.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.500e-03, size: 672, ETA: 15:26:46
2024-12-17 00:31:22.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.500e-03, size: 640, ETA: 15:26:40
2024-12-17 00:31:25.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:26:39
2024-12-17 00:31:27.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.500e-03, size: 608, ETA: 15:26:31
2024-12-17 00:31:29.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:26:28
2024-12-17 00:31:31.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 736, ETA: 15:26:30
2024-12-17 00:31:34.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.500e-03, size: 672, ETA: 15:26:35
2024-12-17 00:31:36.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.234s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:26:35
2024-12-17 00:31:39.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.264s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:26:40
2024-12-17 00:31:41.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.499e-03, size: 608, ETA: 15:26:40
2024-12-17 00:31:44.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:26:48
2024-12-17 00:31:46.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 576, ETA: 15:26:38
2024-12-17 00:31:48.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:26:33
2024-12-17 00:31:49.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.499e-03, size: 576, ETA: 15:26:22
2024-12-17 00:31:51.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:26:15
2024-12-17 00:31:53.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.216s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:26:12
2024-12-17 00:31:55.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:26:02
2024-12-17 00:31:58.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 736, ETA: 15:26:03
2024-12-17 00:32:00.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:26:06
2024-12-17 00:32:03.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.499e-03, size: 640, ETA: 15:26:08
2024-12-17 00:32:05.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:26:10
2024-12-17 00:32:08.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.499e-03, size: 608, ETA: 15:26:16
2024-12-17 00:32:10.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:26:13
2024-12-17 00:32:12.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:26:07
2024-12-17 00:32:14.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:26:02
2024-12-17 00:32:16.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 736, ETA: 15:25:59
2024-12-17 00:32:18.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:25:54
2024-12-17 00:32:20.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:25:51
2024-12-17 00:32:23.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:25:54
2024-12-17 00:32:25.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:25:55
2024-12-17 00:32:28.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:26:02
2024-12-17 00:32:30.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.499e-03, size: 704, ETA: 15:26:06
2024-12-17 00:32:33.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:26:06
2024-12-17 00:32:35.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:25:58
2024-12-17 00:32:36.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 544, ETA: 15:25:47
2024-12-17 00:32:38.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.182s, data_time: 0.006s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:25:38
2024-12-17 00:32:40.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 6/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:25:31
2024-12-17 00:32:41.398 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 00:32:41.822 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch7
2024-12-17 00:32:43.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:25:21
2024-12-17 00:32:46.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 736, ETA: 15:25:20
2024-12-17 00:32:48.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.4, lr: 2.499e-03, size: 544, ETA: 15:25:25
2024-12-17 00:32:51.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:25:27
2024-12-17 00:32:53.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:25:33
2024-12-17 00:32:56.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:25:41
2024-12-17 00:32:59.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:25:46
2024-12-17 00:33:01.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:25:47
2024-12-17 00:33:03.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:25:42
2024-12-17 00:33:05.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:25:35
2024-12-17 00:33:07.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 704, ETA: 15:25:28
2024-12-17 00:33:09.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.499e-03, size: 576, ETA: 15:25:24
2024-12-17 00:33:11.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 640, ETA: 15:25:22
2024-12-17 00:33:14.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.499e-03, size: 736, ETA: 15:25:20
2024-12-17 00:33:16.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:25:22
2024-12-17 00:33:18.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:25:22
2024-12-17 00:33:21.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:25:28
2024-12-17 00:33:24.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:25:29
2024-12-17 00:33:26.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:25:34
2024-12-17 00:33:28.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:25:27
2024-12-17 00:33:30.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 2.5, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 2.499e-03, size: 608, ETA: 15:25:19
2024-12-17 00:33:32.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:25:12
2024-12-17 00:33:34.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:25:07
2024-12-17 00:33:36.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 640, ETA: 15:25:01
2024-12-17 00:33:38.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:25:01
2024-12-17 00:33:41.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 544, ETA: 15:25:02
2024-12-17 00:33:43.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:25:05
2024-12-17 00:33:46.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 608, ETA: 15:25:14
2024-12-17 00:33:49.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:25:19
2024-12-17 00:33:52.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 704, ETA: 15:25:28
2024-12-17 00:33:54.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:25:22
2024-12-17 00:33:56.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:25:18
2024-12-17 00:33:58.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:25:11
2024-12-17 00:33:59.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:25:03
2024-12-17 00:34:01.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:58
2024-12-17 00:34:04.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:55
2024-12-17 00:34:06.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:24:55
2024-12-17 00:34:08.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:24:57
2024-12-17 00:34:11.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:24:58
2024-12-17 00:34:14.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:25:06
2024-12-17 00:34:16.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:25:10
2024-12-17 00:34:18.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:25:03
2024-12-17 00:34:20.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.499e-03, size: 544, ETA: 15:25:00
2024-12-17 00:34:22.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:52
2024-12-17 00:34:24.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:47
2024-12-17 00:34:26.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 704, ETA: 15:24:43
2024-12-17 00:34:28.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.499e-03, size: 608, ETA: 15:24:37
2024-12-17 00:34:31.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:42
2024-12-17 00:34:33.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:43
2024-12-17 00:34:36.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:24:45
2024-12-17 00:34:39.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.499e-03, size: 640, ETA: 15:24:53
2024-12-17 00:34:41.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.270s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:24:59
2024-12-17 00:34:44.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 736, ETA: 15:24:56
2024-12-17 00:34:46.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:51
2024-12-17 00:34:48.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:46
2024-12-17 00:34:50.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:24:40
2024-12-17 00:34:52.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.499e-03, size: 544, ETA: 15:24:34
2024-12-17 00:34:54.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:24:26
2024-12-17 00:34:56.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.499e-03, size: 576, ETA: 15:24:25
2024-12-17 00:34:58.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:24
2024-12-17 00:35:01.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:24:27
2024-12-17 00:35:03.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:24:34
2024-12-17 00:35:06.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:24:41
2024-12-17 00:35:09.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:24:42
2024-12-17 00:35:11.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:24:36
2024-12-17 00:35:13.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:24:36
2024-12-17 00:35:15.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:24:32
2024-12-17 00:35:18.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:24:37
2024-12-17 00:35:20.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:24:41
2024-12-17 00:35:23.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.499e-03, size: 640, ETA: 15:24:42
2024-12-17 00:35:25.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:44
2024-12-17 00:35:27.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:43
2024-12-17 00:35:30.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:24:55
2024-12-17 00:35:33.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:24:52
2024-12-17 00:35:35.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:24:49
2024-12-17 00:35:37.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:44
2024-12-17 00:35:39.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 2.499e-03, size: 736, ETA: 15:24:39
2024-12-17 00:35:41.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:40
2024-12-17 00:35:43.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:33
2024-12-17 00:35:46.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:32
2024-12-17 00:35:48.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:24:32
2024-12-17 00:35:51.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:24:37
2024-12-17 00:35:53.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 736, ETA: 15:24:45
2024-12-17 00:35:56.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:24:54
2024-12-17 00:35:58.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:24:47
2024-12-17 00:36:00.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:24:40
2024-12-17 00:36:02.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:32
2024-12-17 00:36:04.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:24:24
2024-12-17 00:36:06.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:24:18
2024-12-17 00:36:08.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 576, ETA: 15:24:10
2024-12-17 00:36:10.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.198s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:24:04
2024-12-17 00:36:12.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:24:02
2024-12-17 00:36:14.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 704, ETA: 15:24:04
2024-12-17 00:36:17.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:24:08
2024-12-17 00:36:19.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:24:07
2024-12-17 00:36:21.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:24:03
2024-12-17 00:36:23.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:23:55
2024-12-17 00:36:25.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 544, ETA: 15:23:49
2024-12-17 00:36:27.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:23:41
2024-12-17 00:36:29.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:23:35
2024-12-17 00:36:31.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:23:30
2024-12-17 00:36:33.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:23:26
2024-12-17 00:36:35.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 672, ETA: 15:23:24
2024-12-17 00:36:38.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 576, ETA: 15:23:21
2024-12-17 00:36:40.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:23:20
2024-12-17 00:36:42.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:23:20
2024-12-17 00:36:45.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.499e-03, size: 608, ETA: 15:23:24
2024-12-17 00:36:47.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.499e-03, size: 672, ETA: 15:23:16
2024-12-17 00:36:49.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 608, ETA: 15:23:09
2024-12-17 00:36:50.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:23:00
2024-12-17 00:36:52.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:22:53
2024-12-17 00:36:54.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 704, ETA: 15:22:49
2024-12-17 00:36:56.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:22:41
2024-12-17 00:36:58.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:22:39
2024-12-17 00:37:01.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.499e-03, size: 736, ETA: 15:22:40
2024-12-17 00:37:04.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:22:45
2024-12-17 00:37:06.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.241s, data_time: 0.011s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:22:46
2024-12-17 00:37:08.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.203s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:22:41
2024-12-17 00:37:11.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.499e-03, size: 736, ETA: 15:22:44
2024-12-17 00:37:13.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 640, ETA: 15:22:48
2024-12-17 00:37:15.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 544, ETA: 15:22:41
2024-12-17 00:37:17.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 576, ETA: 15:22:32
2024-12-17 00:37:19.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.499e-03, size: 640, ETA: 15:22:27
2024-12-17 00:37:21.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.499e-03, size: 672, ETA: 15:22:20
2024-12-17 00:37:23.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.499e-03, size: 608, ETA: 15:22:15
2024-12-17 00:37:25.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.499e-03, size: 672, ETA: 15:22:08
2024-12-17 00:37:27.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:22:08
2024-12-17 00:37:30.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:22:09
2024-12-17 00:37:32.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:22:11
2024-12-17 00:37:35.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:22:15
2024-12-17 00:37:37.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:22:18
2024-12-17 00:37:40.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:22:20
2024-12-17 00:37:42.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:22:27
2024-12-17 00:37:45.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.498e-03, size: 608, ETA: 15:22:34
2024-12-17 00:37:47.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:22:32
2024-12-17 00:37:49.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:22:25
2024-12-17 00:37:51.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:22:21
2024-12-17 00:37:54.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:22:18
2024-12-17 00:37:56.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:22:14
2024-12-17 00:37:58.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:22:11
2024-12-17 00:38:00.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:22:07
2024-12-17 00:38:02.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:21:58
2024-12-17 00:38:04.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:21:53
2024-12-17 00:38:06.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:21:48
2024-12-17 00:38:08.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:21:45
2024-12-17 00:38:10.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:21:45
2024-12-17 00:38:13.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.498e-03, size: 736, ETA: 15:21:47
2024-12-17 00:38:15.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:21:49
2024-12-17 00:38:18.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 576, ETA: 15:21:52
2024-12-17 00:38:21.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:22:00
2024-12-17 00:38:23.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:21:59
2024-12-17 00:38:26.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.498e-03, size: 608, ETA: 15:22:04
2024-12-17 00:38:29.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 576, ETA: 15:22:13
2024-12-17 00:38:31.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:22:09
2024-12-17 00:38:33.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.498e-03, size: 576, ETA: 15:22:13
2024-12-17 00:38:35.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:22:07
2024-12-17 00:38:37.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:22:03
2024-12-17 00:38:39.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:21:58
2024-12-17 00:38:41.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:21:53
2024-12-17 00:38:44.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:21:48
2024-12-17 00:38:46.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:21:45
2024-12-17 00:38:48.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:21:47
2024-12-17 00:38:51.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 2.498e-03, size: 704, ETA: 15:21:47
2024-12-17 00:38:53.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:21:43
2024-12-17 00:38:55.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 576, ETA: 15:21:36
2024-12-17 00:38:56.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:21:30
2024-12-17 00:38:59.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:21:26
2024-12-17 00:39:01.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:21:20
2024-12-17 00:39:03.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:21:15
2024-12-17 00:39:05.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:21:10
2024-12-17 00:39:06.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.498e-03, size: 608, ETA: 15:21:00
2024-12-17 00:39:09.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.498e-03, size: 736, ETA: 15:20:57
2024-12-17 00:39:11.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:20:52
2024-12-17 00:39:12.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:20:45
2024-12-17 00:39:14.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:20:39
2024-12-17 00:39:16.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:20:33
2024-12-17 00:39:18.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:20:27
2024-12-17 00:39:20.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.498e-03, size: 576, ETA: 15:20:23
2024-12-17 00:39:22.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:20:17
2024-12-17 00:39:24.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:20:09
2024-12-17 00:39:26.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:20:02
2024-12-17 00:39:28.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.498e-03, size: 704, ETA: 15:19:55
2024-12-17 00:39:30.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:19:50
2024-12-17 00:39:32.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.498e-03, size: 576, ETA: 15:19:47
2024-12-17 00:39:34.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 576, ETA: 15:19:42
2024-12-17 00:39:36.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 576, ETA: 15:19:36
2024-12-17 00:39:38.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:19:29
2024-12-17 00:39:40.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:19:25
2024-12-17 00:39:42.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:19:20
2024-12-17 00:39:44.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:19:14
2024-12-17 00:39:46.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:19:09
2024-12-17 00:39:48.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:19:05
2024-12-17 00:39:50.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:18:58
2024-12-17 00:39:52.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.498e-03, size: 576, ETA: 15:18:53
2024-12-17 00:39:54.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:18:48
2024-12-17 00:39:56.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:18:45
2024-12-17 00:39:58.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:18:40
2024-12-17 00:40:00.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:18:35
2024-12-17 00:40:02.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:18:29
2024-12-17 00:40:04.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:18:23
2024-12-17 00:40:07.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:18:21
2024-12-17 00:40:09.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:18:17
2024-12-17 00:40:11.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.498e-03, size: 736, ETA: 15:18:11
2024-12-17 00:40:13.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:18:06
2024-12-17 00:40:15.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:17:57
2024-12-17 00:40:17.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:17:56
2024-12-17 00:40:20.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 576, ETA: 15:18:01
2024-12-17 00:40:22.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:18:00
2024-12-17 00:40:24.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 576, ETA: 15:17:54
2024-12-17 00:40:26.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:17:49
2024-12-17 00:40:28.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:17:44
2024-12-17 00:40:30.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:17:44
2024-12-17 00:40:32.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:17:39
2024-12-17 00:40:34.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:17:38
2024-12-17 00:40:37.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:17:38
2024-12-17 00:40:39.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:17:42
2024-12-17 00:40:42.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:17:44
2024-12-17 00:40:44.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.498e-03, size: 608, ETA: 15:17:45
2024-12-17 00:40:47.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.498e-03, size: 544, ETA: 15:17:44
2024-12-17 00:40:49.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.498e-03, size: 736, ETA: 15:17:38
2024-12-17 00:40:51.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:17:33
2024-12-17 00:40:53.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 544, ETA: 15:17:29
2024-12-17 00:40:55.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.498e-03, size: 608, ETA: 15:17:23
2024-12-17 00:40:57.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:17:18
2024-12-17 00:40:59.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.498e-03, size: 544, ETA: 15:17:13
2024-12-17 00:41:01.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:17:15
2024-12-17 00:41:04.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.498e-03, size: 608, ETA: 15:17:15
2024-12-17 00:41:06.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.498e-03, size: 704, ETA: 15:17:18
2024-12-17 00:41:09.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:17:20
2024-12-17 00:41:11.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 704, ETA: 15:17:22
2024-12-17 00:41:13.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 608, ETA: 15:17:17
2024-12-17 00:41:15.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.498e-03, size: 672, ETA: 15:17:11
2024-12-17 00:41:17.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.498e-03, size: 640, ETA: 15:17:07
2024-12-17 00:41:19.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 736, ETA: 15:17:04
2024-12-17 00:41:21.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:17:00
2024-12-17 00:41:23.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:16:55
2024-12-17 00:41:26.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:16:54
2024-12-17 00:41:28.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:16:49
2024-12-17 00:41:30.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:16:49
2024-12-17 00:41:33.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:16:52
2024-12-17 00:41:35.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.258s, data_time: 0.006s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.497e-03, size: 544, ETA: 15:16:55
2024-12-17 00:41:38.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 7/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 672, ETA: 15:16:56
2024-12-17 00:41:38.932 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 00:41:39.360 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch8
2024-12-17 00:41:41.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 672, ETA: 15:16:47
2024-12-17 00:41:43.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:16:44
2024-12-17 00:41:45.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 672, ETA: 15:16:39
2024-12-17 00:41:47.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:16:30
2024-12-17 00:41:49.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:16:27
2024-12-17 00:41:51.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:16:21
2024-12-17 00:41:53.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:16:19
2024-12-17 00:41:56.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 736, ETA: 15:16:25
2024-12-17 00:41:58.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:16:29
2024-12-17 00:42:01.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:16:32
2024-12-17 00:42:03.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.497e-03, size: 608, ETA: 15:16:33
2024-12-17 00:42:06.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:16:30
2024-12-17 00:42:08.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:16:24
2024-12-17 00:42:09.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:16:17
2024-12-17 00:42:11.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:16:12
2024-12-17 00:42:14.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:16:09
2024-12-17 00:42:15.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:16:01
2024-12-17 00:42:18.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.497e-03, size: 608, ETA: 15:15:59
2024-12-17 00:42:20.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:15:59
2024-12-17 00:42:23.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:16:02
2024-12-17 00:42:25.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:16:02
2024-12-17 00:42:27.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:16:04
2024-12-17 00:42:30.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.497e-03, size: 672, ETA: 15:16:05
2024-12-17 00:42:32.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:16:00
2024-12-17 00:42:34.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:15:54
2024-12-17 00:42:36.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.497e-03, size: 640, ETA: 15:15:49
2024-12-17 00:42:38.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:15:46
2024-12-17 00:42:40.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:15:43
2024-12-17 00:42:42.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.497e-03, size: 704, ETA: 15:15:39
2024-12-17 00:42:44.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.497e-03, size: 704, ETA: 15:15:37
2024-12-17 00:42:47.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 672, ETA: 15:15:38
2024-12-17 00:42:49.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:15:32
2024-12-17 00:42:51.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.497e-03, size: 672, ETA: 15:15:31
2024-12-17 00:42:53.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:15:26
2024-12-17 00:42:55.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:15:25
2024-12-17 00:42:58.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.497e-03, size: 576, ETA: 15:15:23
2024-12-17 00:43:00.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.497e-03, size: 640, ETA: 15:15:22
2024-12-17 00:43:03.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:15:26
2024-12-17 00:43:05.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.497e-03, size: 544, ETA: 15:15:25
2024-12-17 00:43:08.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.497e-03, size: 736, ETA: 15:15:30
2024-12-17 00:43:10.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:15:24
2024-12-17 00:43:12.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.497e-03, size: 672, ETA: 15:15:19
2024-12-17 00:43:14.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.497e-03, size: 640, ETA: 15:15:14
2024-12-17 00:43:16.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:15:10
2024-12-17 00:43:18.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:15:06
2024-12-17 00:43:20.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.497e-03, size: 704, ETA: 15:15:02
2024-12-17 00:43:22.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.497e-03, size: 608, ETA: 15:14:59
2024-12-17 00:43:24.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:15:00
2024-12-17 00:43:27.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:14:59
2024-12-17 00:43:29.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:15:00
2024-12-17 00:43:32.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:15:03
2024-12-17 00:43:34.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 736, ETA: 15:15:04
2024-12-17 00:43:36.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:14:59
2024-12-17 00:43:38.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:14:52
2024-12-17 00:43:40.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.497e-03, size: 704, ETA: 15:14:48
2024-12-17 00:43:42.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:14:44
2024-12-17 00:43:44.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.497e-03, size: 672, ETA: 15:14:40
2024-12-17 00:43:47.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.497e-03, size: 704, ETA: 15:14:38
2024-12-17 00:43:49.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:14:35
2024-12-17 00:43:51.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:14:29
2024-12-17 00:43:53.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:14:33
2024-12-17 00:43:56.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:14:37
2024-12-17 00:43:58.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:14:38
2024-12-17 00:44:00.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:14:33
2024-12-17 00:44:03.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.497e-03, size: 736, ETA: 15:14:31
2024-12-17 00:44:05.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 736, ETA: 15:14:27
2024-12-17 00:44:07.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 640, ETA: 15:14:23
2024-12-17 00:44:09.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:14:18
2024-12-17 00:44:11.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:14:17
2024-12-17 00:44:13.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.497e-03, size: 576, ETA: 15:14:17
2024-12-17 00:44:16.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:14:18
2024-12-17 00:44:19.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.497e-03, size: 704, ETA: 15:14:23
2024-12-17 00:44:22.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.497e-03, size: 672, ETA: 15:14:31
2024-12-17 00:44:24.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:14:32
2024-12-17 00:44:26.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 544, ETA: 15:14:28
2024-12-17 00:44:28.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.497e-03, size: 736, ETA: 15:14:24
2024-12-17 00:44:30.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.497e-03, size: 608, ETA: 15:14:19
2024-12-17 00:44:32.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.497e-03, size: 576, ETA: 15:14:13
2024-12-17 00:44:34.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:14:06
2024-12-17 00:44:36.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:14:01
2024-12-17 00:44:38.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:14:00
2024-12-17 00:44:41.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:14:01
2024-12-17 00:44:43.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:14:03
2024-12-17 00:44:46.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.323s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:14:15
2024-12-17 00:44:49.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.496e-03, size: 736, ETA: 15:14:23
2024-12-17 00:44:52.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:14:19
2024-12-17 00:44:53.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:14:11
2024-12-17 00:44:56.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:14:10
2024-12-17 00:44:58.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.496e-03, size: 576, ETA: 15:14:04
2024-12-17 00:45:00.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:14:04
2024-12-17 00:45:02.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:14:05
2024-12-17 00:45:05.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:14:04
2024-12-17 00:45:07.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 608, ETA: 15:14:07
2024-12-17 00:45:10.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:14:13
2024-12-17 00:45:12.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:14:10
2024-12-17 00:45:14.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.9, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.496e-03, size: 736, ETA: 15:14:05
2024-12-17 00:45:16.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:14:00
2024-12-17 00:45:18.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.496e-03, size: 544, ETA: 15:13:51
2024-12-17 00:45:20.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 608, ETA: 15:13:45
2024-12-17 00:45:22.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:13:42
2024-12-17 00:45:24.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:13:36
2024-12-17 00:45:26.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:13:32
2024-12-17 00:45:28.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:13:31
2024-12-17 00:45:31.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 608, ETA: 15:13:32
2024-12-17 00:45:33.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:13:31
2024-12-17 00:45:36.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:13:33
2024-12-17 00:45:38.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:13:34
2024-12-17 00:45:40.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.496e-03, size: 704, ETA: 15:13:28
2024-12-17 00:45:42.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:13:23
2024-12-17 00:45:45.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:13:26
2024-12-17 00:45:47.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:13:20
2024-12-17 00:45:49.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:13:14
2024-12-17 00:45:50.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 608, ETA: 15:13:09
2024-12-17 00:45:53.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.496e-03, size: 736, ETA: 15:13:08
2024-12-17 00:45:55.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.496e-03, size: 736, ETA: 15:13:11
2024-12-17 00:45:58.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:13:13
2024-12-17 00:46:00.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.496e-03, size: 672, ETA: 15:13:12
2024-12-17 00:46:02.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.496e-03, size: 608, ETA: 15:13:10
2024-12-17 00:46:04.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:13:03
2024-12-17 00:46:06.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:12:56
2024-12-17 00:46:08.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 608, ETA: 15:12:50
2024-12-17 00:46:10.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:12:41
2024-12-17 00:46:12.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.496e-03, size: 576, ETA: 15:12:35
2024-12-17 00:46:14.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 704, ETA: 15:12:32
2024-12-17 00:46:16.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 640, ETA: 15:12:29
2024-12-17 00:46:19.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:12:31
2024-12-17 00:46:21.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:12:35
2024-12-17 00:46:24.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.496e-03, size: 704, ETA: 15:12:34
2024-12-17 00:46:26.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:12:38
2024-12-17 00:46:28.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.496e-03, size: 640, ETA: 15:12:34
2024-12-17 00:46:30.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 640, ETA: 15:12:28
2024-12-17 00:46:32.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:12:25
2024-12-17 00:46:34.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 608, ETA: 15:12:20
2024-12-17 00:46:36.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:12:13
2024-12-17 00:46:38.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:12:10
2024-12-17 00:46:41.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:12:08
2024-12-17 00:46:43.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 640, ETA: 15:12:07
2024-12-17 00:46:46.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:12:12
2024-12-17 00:46:48.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.496e-03, size: 576, ETA: 15:12:14
2024-12-17 00:46:51.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.496e-03, size: 672, ETA: 15:12:17
2024-12-17 00:46:53.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:12:09
2024-12-17 00:46:55.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.496e-03, size: 704, ETA: 15:12:05
2024-12-17 00:46:57.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:12:01
2024-12-17 00:46:59.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:11:58
2024-12-17 00:47:01.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 704, ETA: 15:11:52
2024-12-17 00:47:03.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.496e-03, size: 672, ETA: 15:11:51
2024-12-17 00:47:05.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 608, ETA: 15:11:49
2024-12-17 00:47:08.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 640, ETA: 15:11:49
2024-12-17 00:47:11.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.3Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 704, ETA: 15:11:56
2024-12-17 00:47:13.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.496e-03, size: 544, ETA: 15:11:58
2024-12-17 00:47:15.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.496e-03, size: 544, ETA: 15:11:57
2024-12-17 00:47:17.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.496e-03, size: 640, ETA: 15:11:53
2024-12-17 00:47:20.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.496e-03, size: 736, ETA: 15:11:48
2024-12-17 00:47:22.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:11:44
2024-12-17 00:47:24.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:11:38
2024-12-17 00:47:26.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.495e-03, size: 704, ETA: 15:11:34
2024-12-17 00:47:28.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:11:29
2024-12-17 00:47:30.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:11:29
2024-12-17 00:47:32.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.495e-03, size: 704, ETA: 15:11:30
2024-12-17 00:47:35.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:11:30
2024-12-17 00:47:38.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:11:36
2024-12-17 00:47:40.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:11:38
2024-12-17 00:47:42.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.495e-03, size: 608, ETA: 15:11:32
2024-12-17 00:47:44.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 672, ETA: 15:11:25
2024-12-17 00:47:46.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 576, ETA: 15:11:19
2024-12-17 00:47:48.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:11:12
2024-12-17 00:47:50.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 576, ETA: 15:11:04
2024-12-17 00:47:52.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.495e-03, size: 608, ETA: 15:11:01
2024-12-17 00:47:54.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 672, ETA: 15:11:01
2024-12-17 00:47:56.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.495e-03, size: 704, ETA: 15:11:01
2024-12-17 00:47:59.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 672, ETA: 15:11:05
2024-12-17 00:48:02.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.495e-03, size: 672, ETA: 15:11:10
2024-12-17 00:48:04.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.495e-03, size: 704, ETA: 15:11:10
2024-12-17 00:48:06.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 608, ETA: 15:11:05
2024-12-17 00:48:08.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:10:59
2024-12-17 00:48:10.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 672, ETA: 15:10:57
2024-12-17 00:48:12.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 672, ETA: 15:10:53
2024-12-17 00:48:14.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.495e-03, size: 608, ETA: 15:10:48
2024-12-17 00:48:16.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:10:42
2024-12-17 00:48:19.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 672, ETA: 15:10:41
2024-12-17 00:48:21.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.495e-03, size: 672, ETA: 15:10:41
2024-12-17 00:48:23.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:10:40
2024-12-17 00:48:26.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:10:44
2024-12-17 00:48:28.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.495e-03, size: 736, ETA: 15:10:43
2024-12-17 00:48:30.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.495e-03, size: 704, ETA: 15:10:40
2024-12-17 00:48:32.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:10:33
2024-12-17 00:48:34.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 736, ETA: 15:10:28
2024-12-17 00:48:36.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 704, ETA: 15:10:23
2024-12-17 00:48:38.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 704, ETA: 15:10:19
2024-12-17 00:48:41.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.495e-03, size: 736, ETA: 15:10:20
2024-12-17 00:48:43.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 672, ETA: 15:10:18
2024-12-17 00:48:45.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 704, ETA: 15:10:14
2024-12-17 00:48:47.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.495e-03, size: 736, ETA: 15:10:11
2024-12-17 00:48:49.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 576, ETA: 15:10:05
2024-12-17 00:48:51.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:09:59
2024-12-17 00:48:53.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.495e-03, size: 640, ETA: 15:09:55
2024-12-17 00:48:56.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.495e-03, size: 576, ETA: 15:09:58
2024-12-17 00:48:58.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:09:53
2024-12-17 00:49:00.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 608, ETA: 15:09:45
2024-12-17 00:49:02.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.495e-03, size: 736, ETA: 15:09:42
2024-12-17 00:49:04.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:09:37
2024-12-17 00:49:06.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:09:31
2024-12-17 00:49:08.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.224s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:09:29
2024-12-17 00:49:10.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.495e-03, size: 704, ETA: 15:09:30
2024-12-17 00:49:12.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:09:25
2024-12-17 00:49:15.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.495e-03, size: 608, ETA: 15:09:29
2024-12-17 00:49:18.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:09:33
2024-12-17 00:49:20.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 608, ETA: 15:09:31
2024-12-17 00:49:23.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 704, ETA: 15:09:33
2024-12-17 00:49:25.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.495e-03, size: 608, ETA: 15:09:37
2024-12-17 00:49:28.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 608, ETA: 15:09:40
2024-12-17 00:49:30.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 576, ETA: 15:09:33
2024-12-17 00:49:32.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.495e-03, size: 704, ETA: 15:09:29
2024-12-17 00:49:34.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.495e-03, size: 640, ETA: 15:09:23
2024-12-17 00:49:36.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:09:16
2024-12-17 00:49:37.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.495e-03, size: 544, ETA: 15:09:10
2024-12-17 00:49:40.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 736, ETA: 15:09:07
2024-12-17 00:49:42.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:09:07
2024-12-17 00:49:44.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.495e-03, size: 544, ETA: 15:09:06
2024-12-17 00:49:47.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.495e-03, size: 640, ETA: 15:09:07
2024-12-17 00:49:49.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-03, size: 544, ETA: 15:09:08
2024-12-17 00:49:52.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:09:12
2024-12-17 00:49:54.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.494e-03, size: 704, ETA: 15:09:09
2024-12-17 00:49:56.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 608, ETA: 15:09:01
2024-12-17 00:49:58.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:08:58
2024-12-17 00:50:00.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 576, ETA: 15:08:51
2024-12-17 00:50:02.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:08:45
2024-12-17 00:50:04.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 544, ETA: 15:08:38
2024-12-17 00:50:06.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:08:36
2024-12-17 00:50:08.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:08:35
2024-12-17 00:50:11.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.494e-03, size: 672, ETA: 15:08:36
2024-12-17 00:50:13.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 608, ETA: 15:08:36
2024-12-17 00:50:16.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:08:40
2024-12-17 00:50:18.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.494e-03, size: 544, ETA: 15:08:36
2024-12-17 00:50:20.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 640, ETA: 15:08:30
2024-12-17 00:50:22.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 608, ETA: 15:08:24
2024-12-17 00:50:24.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.494e-03, size: 736, ETA: 15:08:20
2024-12-17 00:50:26.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:08:14
2024-12-17 00:50:28.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:08:13
2024-12-17 00:50:30.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.494e-03, size: 640, ETA: 15:08:13
2024-12-17 00:50:33.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.007s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:08:14
2024-12-17 00:50:36.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 8/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:08:20
2024-12-17 00:50:37.199 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 00:50:37.613 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch9
2024-12-17 00:50:40.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.494e-03, size: 608, ETA: 15:08:24
2024-12-17 00:50:42.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:08:21
2024-12-17 00:50:44.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.494e-03, size: 608, ETA: 15:08:17
2024-12-17 00:50:46.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.494e-03, size: 608, ETA: 15:08:10
2024-12-17 00:50:48.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-03, size: 544, ETA: 15:08:04
2024-12-17 00:50:49.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.494e-03, size: 672, ETA: 15:07:57
2024-12-17 00:50:52.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:07:53
2024-12-17 00:50:54.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 576, ETA: 15:07:49
2024-12-17 00:50:56.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.494e-03, size: 576, ETA: 15:07:44
2024-12-17 00:50:58.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:07:42
2024-12-17 00:51:00.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.494e-03, size: 640, ETA: 15:07:45
2024-12-17 00:51:03.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.494e-03, size: 576, ETA: 15:07:48
2024-12-17 00:51:06.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.494e-03, size: 736, ETA: 15:07:53
2024-12-17 00:51:08.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.494e-03, size: 544, ETA: 15:07:49
2024-12-17 00:51:10.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 608, ETA: 15:07:42
2024-12-17 00:51:12.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:07:40
2024-12-17 00:51:14.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.494e-03, size: 672, ETA: 15:07:36
2024-12-17 00:51:16.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-03, size: 608, ETA: 15:07:33
2024-12-17 00:51:18.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 544, ETA: 15:07:27
2024-12-17 00:51:20.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:07:26
2024-12-17 00:51:23.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 608, ETA: 15:07:28
2024-12-17 00:51:25.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:07:28
2024-12-17 00:51:28.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.494e-03, size: 576, ETA: 15:07:30
2024-12-17 00:51:30.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:07:28
2024-12-17 00:51:32.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.494e-03, size: 640, ETA: 15:07:23
2024-12-17 00:51:34.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.494e-03, size: 736, ETA: 15:07:19
2024-12-17 00:51:36.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:07:15
2024-12-17 00:51:38.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:07:11
2024-12-17 00:51:40.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:07:08
2024-12-17 00:51:43.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:07:10
2024-12-17 00:51:45.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:07:12
2024-12-17 00:51:48.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:07:15
2024-12-17 00:51:51.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:07:21
2024-12-17 00:51:54.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.494e-03, size: 672, ETA: 15:07:29
2024-12-17 00:51:56.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.494e-03, size: 544, ETA: 15:07:23
2024-12-17 00:51:58.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.494e-03, size: 672, ETA: 15:07:16
2024-12-17 00:52:00.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:07:10
2024-12-17 00:52:02.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 736, ETA: 15:07:05
2024-12-17 00:52:04.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-03, size: 704, ETA: 15:07:01
2024-12-17 00:52:06.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.494e-03, size: 608, ETA: 15:06:58
2024-12-17 00:52:08.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:58
2024-12-17 00:52:11.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 576, ETA: 15:06:56
2024-12-17 00:52:13.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:07:00
2024-12-17 00:52:16.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.493e-03, size: 704, ETA: 15:07:01
2024-12-17 00:52:19.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.493e-03, size: 736, ETA: 15:07:07
2024-12-17 00:52:21.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:07:07
2024-12-17 00:52:23.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:07:04
2024-12-17 00:52:25.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:06:57
2024-12-17 00:52:27.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:52
2024-12-17 00:52:29.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.493e-03, size: 576, ETA: 15:06:45
2024-12-17 00:52:31.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.493e-03, size: 736, ETA: 15:06:45
2024-12-17 00:52:34.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.493e-03, size: 576, ETA: 15:06:45
2024-12-17 00:52:36.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 672, ETA: 15:06:49
2024-12-17 00:52:39.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 704, ETA: 15:06:54
2024-12-17 00:52:42.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:06:55
2024-12-17 00:52:44.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:54
2024-12-17 00:52:46.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.493e-03, size: 576, ETA: 15:06:50
2024-12-17 00:52:48.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.493e-03, size: 704, ETA: 15:06:48
2024-12-17 00:52:51.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 704, ETA: 15:06:52
2024-12-17 00:52:53.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:48
2024-12-17 00:52:55.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:42
2024-12-17 00:52:57.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.493e-03, size: 704, ETA: 15:06:34
2024-12-17 00:52:59.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 672, ETA: 15:06:32
2024-12-17 00:53:01.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 576, ETA: 15:06:25
2024-12-17 00:53:03.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:06:20
2024-12-17 00:53:05.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:06:20
2024-12-17 00:53:08.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:06:22
2024-12-17 00:53:10.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:06:21
2024-12-17 00:53:12.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 576, ETA: 15:06:18
2024-12-17 00:53:14.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:06:19
2024-12-17 00:53:16.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.493e-03, size: 608, ETA: 15:06:14
2024-12-17 00:53:19.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 704, ETA: 15:06:15
2024-12-17 00:53:22.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:06:21
2024-12-17 00:53:25.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 736, ETA: 15:06:27
2024-12-17 00:53:28.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 672, ETA: 15:06:32
2024-12-17 00:53:30.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.493e-03, size: 672, ETA: 15:06:29
2024-12-17 00:53:32.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:25
2024-12-17 00:53:34.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:19
2024-12-17 00:53:36.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.493e-03, size: 576, ETA: 15:06:13
2024-12-17 00:53:37.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.493e-03, size: 576, ETA: 15:06:06
2024-12-17 00:53:39.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 736, ETA: 15:05:59
2024-12-17 00:53:42.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 672, ETA: 15:06:00
2024-12-17 00:53:44.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:00
2024-12-17 00:53:47.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.493e-03, size: 704, ETA: 15:06:04
2024-12-17 00:53:49.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 544, ETA: 15:06:07
2024-12-17 00:53:52.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:06:07
2024-12-17 00:53:54.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:06:01
2024-12-17 00:53:56.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 704, ETA: 15:05:56
2024-12-17 00:53:58.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:05:52
2024-12-17 00:54:00.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:05:49
2024-12-17 00:54:02.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.220s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.493e-03, size: 672, ETA: 15:05:47
2024-12-17 00:54:04.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:05:45
2024-12-17 00:54:07.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 640, ETA: 15:05:43
2024-12-17 00:54:09.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.493e-03, size: 608, ETA: 15:05:38
2024-12-17 00:54:10.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.493e-03, size: 576, ETA: 15:05:31
2024-12-17 00:54:12.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.493e-03, size: 736, ETA: 15:05:26
2024-12-17 00:54:14.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.493e-03, size: 672, ETA: 15:05:22
2024-12-17 00:54:16.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 544, ETA: 15:05:17
2024-12-17 00:54:18.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 608, ETA: 15:05:12
2024-12-17 00:54:21.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.492e-03, size: 640, ETA: 15:05:10
2024-12-17 00:54:23.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 544, ETA: 15:05:10
2024-12-17 00:54:25.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 608, ETA: 15:05:09
2024-12-17 00:54:28.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 704, ETA: 15:05:09
2024-12-17 00:54:31.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 704, ETA: 15:05:14
2024-12-17 00:54:33.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.492e-03, size: 672, ETA: 15:05:10
2024-12-17 00:54:35.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 640, ETA: 15:05:05
2024-12-17 00:54:37.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 672, ETA: 15:05:00
2024-12-17 00:54:39.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.492e-03, size: 704, ETA: 15:04:56
2024-12-17 00:54:41.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 608, ETA: 15:04:51
2024-12-17 00:54:43.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 544, ETA: 15:04:47
2024-12-17 00:54:45.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.492e-03, size: 576, ETA: 15:04:45
2024-12-17 00:54:47.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 640, ETA: 15:04:42
2024-12-17 00:54:49.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 672, ETA: 15:04:41
2024-12-17 00:54:52.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.492e-03, size: 544, ETA: 15:04:42
2024-12-17 00:54:54.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 544, ETA: 15:04:40
2024-12-17 00:54:56.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 576, ETA: 15:04:33
2024-12-17 00:54:58.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 608, ETA: 15:04:27
2024-12-17 00:55:00.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.492e-03, size: 576, ETA: 15:04:21
2024-12-17 00:55:02.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.492e-03, size: 736, ETA: 15:04:16
2024-12-17 00:55:04.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 576, ETA: 15:04:13
2024-12-17 00:55:06.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 736, ETA: 15:04:07
2024-12-17 00:55:08.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 608, ETA: 15:04:06
2024-12-17 00:55:10.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 608, ETA: 15:04:04
2024-12-17 00:55:13.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 608, ETA: 15:04:05
2024-12-17 00:55:15.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.492e-03, size: 544, ETA: 15:04:08
2024-12-17 00:55:18.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 544, ETA: 15:04:14
2024-12-17 00:55:20.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 640, ETA: 15:04:10
2024-12-17 00:55:22.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.492e-03, size: 704, ETA: 15:04:05
2024-12-17 00:55:24.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 640, ETA: 15:04:01
2024-12-17 00:55:26.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 576, ETA: 15:03:56
2024-12-17 00:55:28.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 576, ETA: 15:03:49
2024-12-17 00:55:30.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 640, ETA: 15:03:43
2024-12-17 00:55:32.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.492e-03, size: 672, ETA: 15:03:41
2024-12-17 00:55:35.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 704, ETA: 15:03:41
2024-12-17 00:55:37.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.492e-03, size: 576, ETA: 15:03:43
2024-12-17 00:55:40.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 672, ETA: 15:03:48
2024-12-17 00:55:43.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 672, ETA: 15:03:53
2024-12-17 00:55:45.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 736, ETA: 15:03:51
2024-12-17 00:55:47.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 704, ETA: 15:03:48
2024-12-17 00:55:49.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.492e-03, size: 736, ETA: 15:03:44
2024-12-17 00:55:51.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.492e-03, size: 608, ETA: 15:03:41
2024-12-17 00:55:53.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 544, ETA: 15:03:35
2024-12-17 00:55:55.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.492e-03, size: 640, ETA: 15:03:29
2024-12-17 00:55:58.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.492e-03, size: 736, ETA: 15:03:29
2024-12-17 00:56:00.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 704, ETA: 15:03:32
2024-12-17 00:56:03.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.492e-03, size: 544, ETA: 15:03:37
2024-12-17 00:56:06.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.492e-03, size: 640, ETA: 15:03:39
2024-12-17 00:56:08.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.492e-03, size: 544, ETA: 15:03:37
2024-12-17 00:56:10.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.492e-03, size: 640, ETA: 15:03:31
2024-12-17 00:56:12.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.492e-03, size: 544, ETA: 15:03:25
2024-12-17 00:56:14.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 736, ETA: 15:03:20
2024-12-17 00:56:16.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 608, ETA: 15:03:16
2024-12-17 00:56:18.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 672, ETA: 15:03:12
2024-12-17 00:56:20.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:03:08
2024-12-17 00:56:22.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 672, ETA: 15:03:08
2024-12-17 00:56:25.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:03:07
2024-12-17 00:56:27.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.491e-03, size: 704, ETA: 15:03:06
2024-12-17 00:56:30.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 704, ETA: 15:03:08
2024-12-17 00:56:32.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:03:11
2024-12-17 00:56:34.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.491e-03, size: 608, ETA: 15:03:04
2024-12-17 00:56:36.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 544, ETA: 15:02:57
2024-12-17 00:56:38.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:02:50
2024-12-17 00:56:39.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 544, ETA: 15:02:44
2024-12-17 00:56:41.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 608, ETA: 15:02:38
2024-12-17 00:56:43.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 576, ETA: 15:02:34
2024-12-17 00:56:46.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.491e-03, size: 736, ETA: 15:02:31
2024-12-17 00:56:48.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 672, ETA: 15:02:31
2024-12-17 00:56:50.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:02:31
2024-12-17 00:56:53.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 736, ETA: 15:02:33
2024-12-17 00:56:56.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.491e-03, size: 704, ETA: 15:02:36
2024-12-17 00:56:58.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 608, ETA: 15:02:32
2024-12-17 00:57:00.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 544, ETA: 15:02:26
2024-12-17 00:57:01.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:02:19
2024-12-17 00:57:03.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 736, ETA: 15:02:14
2024-12-17 00:57:05.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 544, ETA: 15:02:09
2024-12-17 00:57:07.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 576, ETA: 15:02:01
2024-12-17 00:57:09.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:01:56
2024-12-17 00:57:11.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.491e-03, size: 672, ETA: 15:01:55
2024-12-17 00:57:14.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:01:56
2024-12-17 00:57:16.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 672, ETA: 15:01:54
2024-12-17 00:57:18.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 544, ETA: 15:01:54
2024-12-17 00:57:20.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 640, ETA: 15:01:51
2024-12-17 00:57:22.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 736, ETA: 15:01:46
2024-12-17 00:57:25.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 608, ETA: 15:01:42
2024-12-17 00:57:26.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 704, ETA: 15:01:36
2024-12-17 00:57:28.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 608, ETA: 15:01:32
2024-12-17 00:57:31.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 576, ETA: 15:01:28
2024-12-17 00:57:33.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 608, ETA: 15:01:24
2024-12-17 00:57:35.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 736, ETA: 15:01:25
2024-12-17 00:57:38.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.491e-03, size: 576, ETA: 15:01:27
2024-12-17 00:57:40.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.491e-03, size: 544, ETA: 15:01:30
2024-12-17 00:57:43.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.491e-03, size: 672, ETA: 15:01:34
2024-12-17 00:57:45.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.491e-03, size: 704, ETA: 15:01:34
2024-12-17 00:57:47.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.491e-03, size: 544, ETA: 15:01:29
2024-12-17 00:57:49.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.491e-03, size: 672, ETA: 15:01:24
2024-12-17 00:57:51.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.491e-03, size: 672, ETA: 15:01:20
2024-12-17 00:57:53.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.491e-03, size: 576, ETA: 15:01:15
2024-12-17 00:57:56.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.491e-03, size: 736, ETA: 15:01:12
2024-12-17 00:57:58.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.491e-03, size: 608, ETA: 15:01:14
2024-12-17 00:58:01.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-03, size: 608, ETA: 15:01:14
2024-12-17 00:58:03.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 15:01:15
2024-12-17 00:58:06.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 15:01:16
2024-12-17 00:58:09.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 15:01:23
2024-12-17 00:58:11.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 15:01:20
2024-12-17 00:58:13.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 576, ETA: 15:01:15
2024-12-17 00:58:15.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 576, ETA: 15:01:10
2024-12-17 00:58:16.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.490e-03, size: 544, ETA: 15:01:03
2024-12-17 00:58:18.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.490e-03, size: 576, ETA: 15:00:56
2024-12-17 00:58:20.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 608, ETA: 15:00:51
2024-12-17 00:58:22.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 576, ETA: 15:00:47
2024-12-17 00:58:25.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.490e-03, size: 576, ETA: 15:00:45
2024-12-17 00:58:27.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 672, ETA: 15:00:44
2024-12-17 00:58:30.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 576, ETA: 15:00:47
2024-12-17 00:58:32.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 15:00:48
2024-12-17 00:58:34.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 15:00:45
2024-12-17 00:58:36.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 15:00:41
2024-12-17 00:58:38.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.490e-03, size: 544, ETA: 15:00:37
2024-12-17 00:58:40.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.490e-03, size: 576, ETA: 15:00:32
2024-12-17 00:58:42.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 15:00:28
2024-12-17 00:58:44.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 15:00:24
2024-12-17 00:58:46.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 640, ETA: 15:00:22
2024-12-17 00:58:49.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 640, ETA: 15:00:21
2024-12-17 00:58:51.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 15:00:23
2024-12-17 00:58:54.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 672, ETA: 15:00:28
2024-12-17 00:58:57.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 15:00:30
2024-12-17 00:58:59.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 672, ETA: 15:00:26
2024-12-17 00:59:01.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 640, ETA: 15:00:22
2024-12-17 00:59:03.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 15:00:17
2024-12-17 00:59:05.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 672, ETA: 15:00:12
2024-12-17 00:59:07.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 15:00:08
2024-12-17 00:59:09.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 15:00:06
2024-12-17 00:59:12.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.490e-03, size: 672, ETA: 15:00:06
2024-12-17 00:59:14.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.490e-03, size: 608, ETA: 15:00:05
2024-12-17 00:59:17.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 15:00:09
2024-12-17 00:59:19.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 15:00:11
2024-12-17 00:59:22.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 608, ETA: 15:00:11
2024-12-17 00:59:24.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 576, ETA: 15:00:05
2024-12-17 00:59:25.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 640, ETA: 14:59:59
2024-12-17 00:59:27.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 544, ETA: 14:59:53
2024-12-17 00:59:29.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.490e-03, size: 640, ETA: 14:59:46
2024-12-17 00:59:31.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.204s, data_time: 0.007s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.490e-03, size: 640, ETA: 14:59:42
2024-12-17 00:59:33.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 9/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 704, ETA: 14:59:37
2024-12-17 00:59:34.592 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 00:59:35.022 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch10
2024-12-17 00:59:37.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.490e-03, size: 608, ETA: 14:59:39
2024-12-17 00:59:40.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.490e-03, size: 736, ETA: 14:59:39
2024-12-17 00:59:42.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.490e-03, size: 608, ETA: 14:59:39
2024-12-17 00:59:44.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.490e-03, size: 672, ETA: 14:59:34
2024-12-17 00:59:46.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.186s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.490e-03, size: 544, ETA: 14:59:28
2024-12-17 00:59:48.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 608, ETA: 14:59:22
2024-12-17 00:59:50.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:59:17
2024-12-17 00:59:52.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:59:12
2024-12-17 00:59:54.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 608, ETA: 14:59:09
2024-12-17 00:59:56.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 640, ETA: 14:59:06
2024-12-17 00:59:58.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.489e-03, size: 640, ETA: 14:59:05
2024-12-17 01:00:00.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:59:03
2024-12-17 01:00:03.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:59:05
2024-12-17 01:00:06.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.489e-03, size: 608, ETA: 14:59:08
2024-12-17 01:00:08.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 736, ETA: 14:59:09
2024-12-17 01:00:10.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 608, ETA: 14:59:04
2024-12-17 01:00:12.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:58:59
2024-12-17 01:00:14.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.489e-03, size: 704, ETA: 14:58:54
2024-12-17 01:00:16.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 736, ETA: 14:58:53
2024-12-17 01:00:19.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.489e-03, size: 736, ETA: 14:58:54
2024-12-17 01:00:21.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:58:54
2024-12-17 01:00:24.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:58:54
2024-12-17 01:00:26.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:58:56
2024-12-17 01:00:29.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:58:58
2024-12-17 01:00:31.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 640, ETA: 14:58:56
2024-12-17 01:00:33.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 640, ETA: 14:58:54
2024-12-17 01:00:35.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:58:50
2024-12-17 01:00:37.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:58:45
2024-12-17 01:00:39.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 736, ETA: 14:58:41
2024-12-17 01:00:42.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 704, ETA: 14:58:40
2024-12-17 01:00:44.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:58:40
2024-12-17 01:00:46.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.489e-03, size: 640, ETA: 14:58:38
2024-12-17 01:00:49.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 736, ETA: 14:58:40
2024-12-17 01:00:52.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:58:43
2024-12-17 01:00:54.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.489e-03, size: 704, ETA: 14:58:43
2024-12-17 01:00:56.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 576, ETA: 14:58:38
2024-12-17 01:00:58.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 608, ETA: 14:58:33
2024-12-17 01:01:00.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:58:29
2024-12-17 01:01:02.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 640, ETA: 14:58:24
2024-12-17 01:01:04.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:58:19
2024-12-17 01:01:06.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 576, ETA: 14:58:17
2024-12-17 01:01:08.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:58:14
2024-12-17 01:01:11.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.489e-03, size: 640, ETA: 14:58:12
2024-12-17 01:01:13.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:58:09
2024-12-17 01:01:15.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.489e-03, size: 736, ETA: 14:58:11
2024-12-17 01:01:18.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 736, ETA: 14:58:15
2024-12-17 01:01:20.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.489e-03, size: 608, ETA: 14:58:12
2024-12-17 01:01:22.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 704, ETA: 14:58:07
2024-12-17 01:01:24.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.489e-03, size: 544, ETA: 14:58:00
2024-12-17 01:01:26.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.489e-03, size: 672, ETA: 14:57:55
2024-12-17 01:01:28.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.489e-03, size: 704, ETA: 14:57:53
2024-12-17 01:01:30.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.488e-03, size: 576, ETA: 14:57:52
2024-12-17 01:01:33.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.488e-03, size: 544, ETA: 14:57:49
2024-12-17 01:01:35.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.488e-03, size: 576, ETA: 14:57:47
2024-12-17 01:01:37.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.488e-03, size: 704, ETA: 14:57:46
2024-12-17 01:01:40.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 640, ETA: 14:57:48
2024-12-17 01:01:42.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 640, ETA: 14:57:46
2024-12-17 01:01:44.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.488e-03, size: 672, ETA: 14:57:43
2024-12-17 01:01:46.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 672, ETA: 14:57:38
2024-12-17 01:01:48.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.488e-03, size: 672, ETA: 14:57:34
2024-12-17 01:01:51.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.488e-03, size: 576, ETA: 14:57:37
2024-12-17 01:01:53.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:57:32
2024-12-17 01:01:55.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.192s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:57:26
2024-12-17 01:01:57.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:57:21
2024-12-17 01:01:59.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 640, ETA: 14:57:16
2024-12-17 01:02:01.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 640, ETA: 14:57:12
2024-12-17 01:02:03.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 736, ETA: 14:57:11
2024-12-17 01:02:05.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:57:11
2024-12-17 01:02:08.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.488e-03, size: 704, ETA: 14:57:12
2024-12-17 01:02:10.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.488e-03, size: 672, ETA: 14:57:12
2024-12-17 01:02:13.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.488e-03, size: 544, ETA: 14:57:16
2024-12-17 01:02:15.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.488e-03, size: 736, ETA: 14:57:14
2024-12-17 01:02:17.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 704, ETA: 14:57:09
2024-12-17 01:02:19.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 704, ETA: 14:57:06
2024-12-17 01:02:21.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:57:01
2024-12-17 01:02:23.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 544, ETA: 14:56:57
2024-12-17 01:02:26.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:56:57
2024-12-17 01:02:28.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 544, ETA: 14:56:55
2024-12-17 01:02:30.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 672, ETA: 14:56:52
2024-12-17 01:02:33.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.488e-03, size: 704, ETA: 14:56:55
2024-12-17 01:02:35.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 640, ETA: 14:56:54
2024-12-17 01:02:38.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:56:54
2024-12-17 01:02:40.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:56:54
2024-12-17 01:02:43.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 704, ETA: 14:56:55
2024-12-17 01:02:45.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.488e-03, size: 736, ETA: 14:56:56
2024-12-17 01:02:47.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 704, ETA: 14:56:55
2024-12-17 01:02:50.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 672, ETA: 14:56:56
2024-12-17 01:02:52.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.488e-03, size: 736, ETA: 14:56:58
2024-12-17 01:02:55.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.488e-03, size: 576, ETA: 14:56:58
2024-12-17 01:02:57.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.488e-03, size: 608, ETA: 14:56:57
2024-12-17 01:03:00.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.488e-03, size: 544, ETA: 14:56:56
2024-12-17 01:03:02.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.488e-03, size: 672, ETA: 14:56:57
2024-12-17 01:03:05.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.488e-03, size: 704, ETA: 14:56:58
2024-12-17 01:03:07.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.488e-03, size: 576, ETA: 14:56:56
2024-12-17 01:03:09.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.487e-03, size: 608, ETA: 14:56:51
2024-12-17 01:03:11.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 608, ETA: 14:56:47
2024-12-17 01:03:13.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:56:45
2024-12-17 01:03:15.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.487e-03, size: 704, ETA: 14:56:42
2024-12-17 01:03:18.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:56:42
2024-12-17 01:03:20.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 640, ETA: 14:56:40
2024-12-17 01:03:22.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.487e-03, size: 576, ETA: 14:56:40
2024-12-17 01:03:25.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 672, ETA: 14:56:41
2024-12-17 01:03:28.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.279s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:56:45
2024-12-17 01:03:30.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 544, ETA: 14:56:41
2024-12-17 01:03:31.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.487e-03, size: 608, ETA: 14:56:34
2024-12-17 01:03:34.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 672, ETA: 14:56:31
2024-12-17 01:03:35.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 640, ETA: 14:56:25
2024-12-17 01:03:37.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:56:21
2024-12-17 01:03:40.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 736, ETA: 14:56:19
2024-12-17 01:03:42.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.487e-03, size: 608, ETA: 14:56:18
2024-12-17 01:03:44.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.487e-03, size: 736, ETA: 14:56:18
2024-12-17 01:03:47.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 576, ETA: 14:56:18
2024-12-17 01:03:49.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:56:18
2024-12-17 01:03:52.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:56:21
2024-12-17 01:03:54.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.487e-03, size: 736, ETA: 14:56:17
2024-12-17 01:03:56.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:56:13
2024-12-17 01:03:58.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:56:09
2024-12-17 01:04:00.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 672, ETA: 14:56:04
2024-12-17 01:04:02.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.487e-03, size: 544, ETA: 14:55:59
2024-12-17 01:04:04.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:55:57
2024-12-17 01:04:07.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.487e-03, size: 704, ETA: 14:55:56
2024-12-17 01:04:09.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 640, ETA: 14:55:56
2024-12-17 01:04:12.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.487e-03, size: 672, ETA: 14:55:57
2024-12-17 01:04:14.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 608, ETA: 14:55:57
2024-12-17 01:04:16.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 544, ETA: 14:55:55
2024-12-17 01:04:18.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.487e-03, size: 608, ETA: 14:55:49
2024-12-17 01:04:20.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.487e-03, size: 608, ETA: 14:55:44
2024-12-17 01:04:22.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 576, ETA: 14:55:39
2024-12-17 01:04:24.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.487e-03, size: 576, ETA: 14:55:34
2024-12-17 01:04:26.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 608, ETA: 14:55:30
2024-12-17 01:04:28.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.487e-03, size: 736, ETA: 14:55:26
2024-12-17 01:04:30.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 640, ETA: 14:55:26
2024-12-17 01:04:32.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.487e-03, size: 576, ETA: 14:55:22
2024-12-17 01:04:35.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.487e-03, size: 576, ETA: 14:55:20
2024-12-17 01:04:37.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.487e-03, size: 576, ETA: 14:55:21
2024-12-17 01:04:39.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.487e-03, size: 576, ETA: 14:55:20
2024-12-17 01:04:41.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.486e-03, size: 544, ETA: 14:55:14
2024-12-17 01:04:43.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.486e-03, size: 608, ETA: 14:55:09
2024-12-17 01:04:45.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 736, ETA: 14:55:04
2024-12-17 01:04:48.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.486e-03, size: 736, ETA: 14:55:02
2024-12-17 01:04:49.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 544, ETA: 14:54:58
2024-12-17 01:04:52.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.486e-03, size: 672, ETA: 14:54:58
2024-12-17 01:04:54.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.486e-03, size: 736, ETA: 14:54:58
2024-12-17 01:04:57.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 672, ETA: 14:54:56
2024-12-17 01:04:59.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 736, ETA: 14:54:53
2024-12-17 01:05:01.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.486e-03, size: 704, ETA: 14:54:49
2024-12-17 01:05:03.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.226s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 672, ETA: 14:54:47
2024-12-17 01:05:05.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.486e-03, size: 544, ETA: 14:54:42
2024-12-17 01:05:07.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.486e-03, size: 704, ETA: 14:54:37
2024-12-17 01:05:09.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.486e-03, size: 608, ETA: 14:54:34
2024-12-17 01:05:11.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 736, ETA: 14:54:31
2024-12-17 01:05:14.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.486e-03, size: 672, ETA: 14:54:32
2024-12-17 01:05:16.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.486e-03, size: 576, ETA: 14:54:31
2024-12-17 01:05:19.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 672, ETA: 14:54:32
2024-12-17 01:05:21.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.486e-03, size: 640, ETA: 14:54:33
2024-12-17 01:05:23.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 576, ETA: 14:54:30
2024-12-17 01:05:25.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 576, ETA: 14:54:24
2024-12-17 01:05:27.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.486e-03, size: 576, ETA: 14:54:18
2024-12-17 01:05:29.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 736, ETA: 14:54:15
2024-12-17 01:05:31.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 704, ETA: 14:54:13
2024-12-17 01:05:33.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 736, ETA: 14:54:09
2024-12-17 01:05:36.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 672, ETA: 14:54:08
2024-12-17 01:05:38.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 736, ETA: 14:54:09
2024-12-17 01:05:41.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.486e-03, size: 576, ETA: 14:54:10
2024-12-17 01:05:43.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 704, ETA: 14:54:10
2024-12-17 01:05:46.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.486e-03, size: 640, ETA: 14:54:12
2024-12-17 01:05:48.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.486e-03, size: 544, ETA: 14:54:09
2024-12-17 01:05:50.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 640, ETA: 14:54:03
2024-12-17 01:05:52.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 608, ETA: 14:53:57
2024-12-17 01:05:54.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.486e-03, size: 704, ETA: 14:53:53
2024-12-17 01:05:56.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.486e-03, size: 704, ETA: 14:53:48
2024-12-17 01:05:58.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 576, ETA: 14:53:44
2024-12-17 01:06:00.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.486e-03, size: 640, ETA: 14:53:42
2024-12-17 01:06:02.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.486e-03, size: 672, ETA: 14:53:41
2024-12-17 01:06:05.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.486e-03, size: 608, ETA: 14:53:42
2024-12-17 01:06:07.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.486e-03, size: 736, ETA: 14:53:45
2024-12-17 01:06:10.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.486e-03, size: 704, ETA: 14:53:50
2024-12-17 01:06:13.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.485e-03, size: 736, ETA: 14:53:49
2024-12-17 01:06:15.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.485e-03, size: 640, ETA: 14:53:44
2024-12-17 01:06:16.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.485e-03, size: 576, ETA: 14:53:38
2024-12-17 01:06:18.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 672, ETA: 14:53:32
2024-12-17 01:06:20.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.485e-03, size: 576, ETA: 14:53:28
2024-12-17 01:06:22.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.485e-03, size: 608, ETA: 14:53:23
2024-12-17 01:06:24.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 736, ETA: 14:53:20
2024-12-17 01:06:27.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.485e-03, size: 736, ETA: 14:53:20
2024-12-17 01:06:29.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.485e-03, size: 640, ETA: 14:53:19
2024-12-17 01:06:32.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.264s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 736, ETA: 14:53:22
2024-12-17 01:06:34.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 576, ETA: 14:53:21
2024-12-17 01:06:36.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.485e-03, size: 608, ETA: 14:53:17
2024-12-17 01:06:39.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.485e-03, size: 704, ETA: 14:53:20
2024-12-17 01:06:42.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.485e-03, size: 672, ETA: 14:53:23
2024-12-17 01:06:44.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.485e-03, size: 640, ETA: 14:53:17
2024-12-17 01:06:46.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.485e-03, size: 640, ETA: 14:53:13
2024-12-17 01:06:48.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.485e-03, size: 736, ETA: 14:53:08
2024-12-17 01:06:50.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.485e-03, size: 608, ETA: 14:53:03
2024-12-17 01:06:52.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 736, ETA: 14:52:59
2024-12-17 01:06:53.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 640, ETA: 14:52:54
2024-12-17 01:06:56.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.485e-03, size: 672, ETA: 14:52:51
2024-12-17 01:06:58.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 672, ETA: 14:52:51
2024-12-17 01:07:01.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.485e-03, size: 640, ETA: 14:52:52
2024-12-17 01:07:03.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 576, ETA: 14:52:53
2024-12-17 01:07:06.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.485e-03, size: 736, ETA: 14:52:56
2024-12-17 01:07:08.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.485e-03, size: 576, ETA: 14:52:56
2024-12-17 01:07:10.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 736, ETA: 14:52:52
2024-12-17 01:07:12.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.485e-03, size: 672, ETA: 14:52:49
2024-12-17 01:07:14.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 576, ETA: 14:52:44
2024-12-17 01:07:17.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.485e-03, size: 736, ETA: 14:52:41
2024-12-17 01:07:18.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.485e-03, size: 608, ETA: 14:52:36
2024-12-17 01:07:21.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.485e-03, size: 544, ETA: 14:52:33
2024-12-17 01:07:23.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.485e-03, size: 704, ETA: 14:52:32
2024-12-17 01:07:25.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.485e-03, size: 640, ETA: 14:52:31
2024-12-17 01:07:28.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.278s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 736, ETA: 14:52:35
2024-12-17 01:07:31.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.485e-03, size: 608, ETA: 14:52:35
2024-12-17 01:07:32.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.485e-03, size: 672, ETA: 14:52:30
2024-12-17 01:07:34.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.485e-03, size: 544, ETA: 14:52:24
2024-12-17 01:07:36.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.485e-03, size: 704, ETA: 14:52:20
2024-12-17 01:07:38.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.484e-03, size: 736, ETA: 14:52:17
2024-12-17 01:07:41.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.484e-03, size: 672, ETA: 14:52:13
2024-12-17 01:07:43.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.484e-03, size: 736, ETA: 14:52:10
2024-12-17 01:07:45.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.484e-03, size: 544, ETA: 14:52:10
2024-12-17 01:07:47.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.484e-03, size: 608, ETA: 14:52:09
2024-12-17 01:07:50.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.250s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 544, ETA: 14:52:09
2024-12-17 01:07:53.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 736, ETA: 14:52:13
2024-12-17 01:07:55.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.484e-03, size: 576, ETA: 14:52:14
2024-12-17 01:07:57.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.484e-03, size: 608, ETA: 14:52:12
2024-12-17 01:08:00.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.484e-03, size: 640, ETA: 14:52:09
2024-12-17 01:08:02.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.484e-03, size: 672, ETA: 14:52:05
2024-12-17 01:08:03.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.484e-03, size: 576, ETA: 14:51:59
2024-12-17 01:08:05.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.484e-03, size: 736, ETA: 14:51:55
2024-12-17 01:08:08.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 640, ETA: 14:51:56
2024-12-17 01:08:10.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 544, ETA: 14:51:54
2024-12-17 01:08:13.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.484e-03, size: 576, ETA: 14:51:53
2024-12-17 01:08:15.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.484e-03, size: 736, ETA: 14:51:56
2024-12-17 01:08:18.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.484e-03, size: 640, ETA: 14:51:57
2024-12-17 01:08:20.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.484e-03, size: 608, ETA: 14:51:55
2024-12-17 01:08:22.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.484e-03, size: 544, ETA: 14:51:50
2024-12-17 01:08:24.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.484e-03, size: 640, ETA: 14:51:45
2024-12-17 01:08:26.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 544, ETA: 14:51:41
2024-12-17 01:08:28.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.484e-03, size: 640, ETA: 14:51:36
2024-12-17 01:08:30.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.484e-03, size: 672, ETA: 14:51:33
2024-12-17 01:08:32.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.4Gb, iter_time: 0.231s, data_time: 0.008s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 608, ETA: 14:51:32
2024-12-17 01:08:35.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 10/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.484e-03, size: 576, ETA: 14:51:32
2024-12-17 01:08:36.396 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 01:09:33.209 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 01:09:33.389 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 01:09:33.439 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.05s)
2024-12-17 01:09:33.440 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 01:09:33.448 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 01:09:34.265 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 2.05 ms, Average NMS time: 1.22 ms, Average inference time: 3.27 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.860
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.983
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.950
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.054
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.671
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.874
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.831
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.892
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.892
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.325
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.753
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.906
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 86.030 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 89.170 |

2024-12-17 01:09:34.266 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 01:09:35.417 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch11
2024-12-17 01:09:37.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.484e-03, size: 640, ETA: 14:51:27
2024-12-17 01:09:39.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 544, ETA: 14:51:22
2024-12-17 01:09:41.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.484e-03, size: 608, ETA: 14:51:20
2024-12-17 01:09:43.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 576, ETA: 14:51:17
2024-12-17 01:09:46.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.484e-03, size: 544, ETA: 14:51:18
2024-12-17 01:09:48.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.484e-03, size: 608, ETA: 14:51:22
2024-12-17 01:09:51.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.484e-03, size: 544, ETA: 14:51:22
2024-12-17 01:09:53.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.484e-03, size: 736, ETA: 14:51:19
2024-12-17 01:09:55.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.484e-03, size: 704, ETA: 14:51:15
2024-12-17 01:09:57.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.484e-03, size: 704, ETA: 14:51:10
2024-12-17 01:09:59.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.484e-03, size: 608, ETA: 14:51:05
2024-12-17 01:10:01.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.483e-03, size: 736, ETA: 14:51:02
2024-12-17 01:10:03.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.483e-03, size: 576, ETA: 14:50:58
2024-12-17 01:10:06.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.483e-03, size: 576, ETA: 14:50:59
2024-12-17 01:10:08.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.483e-03, size: 544, ETA: 14:50:59
2024-12-17 01:10:11.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 608, ETA: 14:51:01
2024-12-17 01:10:14.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 736, ETA: 14:51:06
2024-12-17 01:10:16.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.483e-03, size: 640, ETA: 14:51:04
2024-12-17 01:10:18.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.483e-03, size: 704, ETA: 14:51:00
2024-12-17 01:10:20.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.483e-03, size: 736, ETA: 14:50:57
2024-12-17 01:10:22.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 576, ETA: 14:50:52
2024-12-17 01:10:24.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.483e-03, size: 736, ETA: 14:50:48
2024-12-17 01:10:26.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.483e-03, size: 704, ETA: 14:50:46
2024-12-17 01:10:29.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.483e-03, size: 640, ETA: 14:50:45
2024-12-17 01:10:31.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 640, ETA: 14:50:45
2024-12-17 01:10:34.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 672, ETA: 14:50:46
2024-12-17 01:10:36.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 544, ETA: 14:50:46
2024-12-17 01:10:39.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.483e-03, size: 544, ETA: 14:50:46
2024-12-17 01:10:41.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.483e-03, size: 544, ETA: 14:50:43
2024-12-17 01:10:43.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.483e-03, size: 608, ETA: 14:50:38
2024-12-17 01:10:44.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 576, ETA: 14:50:32
2024-12-17 01:10:46.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.483e-03, size: 736, ETA: 14:50:28
2024-12-17 01:10:48.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.483e-03, size: 576, ETA: 14:50:22
2024-12-17 01:10:50.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.483e-03, size: 672, ETA: 14:50:18
2024-12-17 01:10:53.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 704, ETA: 14:50:17
2024-12-17 01:10:55.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.483e-03, size: 672, ETA: 14:50:18
2024-12-17 01:10:58.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.483e-03, size: 672, ETA: 14:50:19
2024-12-17 01:11:00.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.483e-03, size: 640, ETA: 14:50:20
2024-12-17 01:11:03.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.483e-03, size: 544, ETA: 14:50:19
2024-12-17 01:11:05.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 736, ETA: 14:50:18
2024-12-17 01:11:07.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.483e-03, size: 608, ETA: 14:50:12
2024-12-17 01:11:09.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.483e-03, size: 576, ETA: 14:50:07
2024-12-17 01:11:11.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.483e-03, size: 608, ETA: 14:50:02
2024-12-17 01:11:12.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.483e-03, size: 544, ETA: 14:49:57
2024-12-17 01:11:15.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.483e-03, size: 544, ETA: 14:49:53
2024-12-17 01:11:17.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.483e-03, size: 576, ETA: 14:49:52
2024-12-17 01:11:19.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.483e-03, size: 640, ETA: 14:49:51
2024-12-17 01:11:22.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.482e-03, size: 704, ETA: 14:49:52
2024-12-17 01:11:25.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.482e-03, size: 736, ETA: 14:49:56
2024-12-17 01:11:27.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:49:59
2024-12-17 01:11:29.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.482e-03, size: 640, ETA: 14:49:55
2024-12-17 01:11:31.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 544, ETA: 14:49:49
2024-12-17 01:11:33.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 544, ETA: 14:49:43
2024-12-17 01:11:35.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-03, size: 736, ETA: 14:49:41
2024-12-17 01:11:37.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.482e-03, size: 640, ETA: 14:49:36
2024-12-17 01:11:39.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.482e-03, size: 672, ETA: 14:49:33
2024-12-17 01:11:42.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:49:33
2024-12-17 01:11:44.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 544, ETA: 14:49:32
2024-12-17 01:11:47.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.482e-03, size: 704, ETA: 14:49:32
2024-12-17 01:11:49.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:49:36
2024-12-17 01:11:52.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:49:41
2024-12-17 01:11:55.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-03, size: 576, ETA: 14:49:38
2024-12-17 01:11:57.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.482e-03, size: 704, ETA: 14:49:35
2024-12-17 01:11:59.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 576, ETA: 14:49:30
2024-12-17 01:12:01.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-03, size: 608, ETA: 14:49:25
2024-12-17 01:12:02.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.482e-03, size: 640, ETA: 14:49:20
2024-12-17 01:12:04.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.482e-03, size: 544, ETA: 14:49:16
2024-12-17 01:12:07.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:49:15
2024-12-17 01:12:09.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 608, ETA: 14:49:15
2024-12-17 01:12:11.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 576, ETA: 14:49:11
2024-12-17 01:12:14.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:49:09
2024-12-17 01:12:16.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 640, ETA: 14:49:12
2024-12-17 01:12:18.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-03, size: 576, ETA: 14:49:09
2024-12-17 01:12:21.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 704, ETA: 14:49:06
2024-12-17 01:12:23.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.482e-03, size: 704, ETA: 14:49:03
2024-12-17 01:12:25.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.482e-03, size: 544, ETA: 14:48:58
2024-12-17 01:12:27.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:48:53
2024-12-17 01:12:28.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-03, size: 608, ETA: 14:48:48
2024-12-17 01:12:30.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 544, ETA: 14:48:44
2024-12-17 01:12:33.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:48:44
2024-12-17 01:12:36.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:48:47
2024-12-17 01:12:38.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.482e-03, size: 672, ETA: 14:48:47
2024-12-17 01:12:41.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.482e-03, size: 736, ETA: 14:48:52
2024-12-17 01:12:43.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.481e-03, size: 672, ETA: 14:48:49
2024-12-17 01:12:45.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.481e-03, size: 672, ETA: 14:48:45
2024-12-17 01:12:47.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 544, ETA: 14:48:41
2024-12-17 01:12:49.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.481e-03, size: 640, ETA: 14:48:36
2024-12-17 01:12:51.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.481e-03, size: 736, ETA: 14:48:33
2024-12-17 01:12:53.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.481e-03, size: 640, ETA: 14:48:29
2024-12-17 01:12:55.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 544, ETA: 14:48:26
2024-12-17 01:12:58.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.481e-03, size: 704, ETA: 14:48:26
2024-12-17 01:13:00.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.481e-03, size: 640, ETA: 14:48:22
2024-12-17 01:13:03.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.481e-03, size: 608, ETA: 14:48:25
2024-12-17 01:13:05.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.481e-03, size: 608, ETA: 14:48:25
2024-12-17 01:13:07.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 704, ETA: 14:48:22
2024-12-17 01:13:09.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.481e-03, size: 544, ETA: 14:48:16
2024-12-17 01:13:11.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.481e-03, size: 608, ETA: 14:48:11
2024-12-17 01:13:13.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.481e-03, size: 736, ETA: 14:48:08
2024-12-17 01:13:15.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 544, ETA: 14:48:03
2024-12-17 01:13:17.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.481e-03, size: 608, ETA: 14:47:59
2024-12-17 01:13:19.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.481e-03, size: 576, ETA: 14:47:55
2024-12-17 01:13:22.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 704, ETA: 14:47:55
2024-12-17 01:13:24.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 704, ETA: 14:47:56
2024-12-17 01:13:27.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.481e-03, size: 704, ETA: 14:47:57
2024-12-17 01:13:29.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 544, ETA: 14:47:53
2024-12-17 01:13:31.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 736, ETA: 14:47:53
2024-12-17 01:13:33.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.481e-03, size: 672, ETA: 14:47:48
2024-12-17 01:13:35.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.481e-03, size: 704, ETA: 14:47:45
2024-12-17 01:13:37.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.481e-03, size: 736, ETA: 14:47:42
2024-12-17 01:13:39.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.481e-03, size: 608, ETA: 14:47:38
2024-12-17 01:13:41.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.481e-03, size: 576, ETA: 14:47:33
2024-12-17 01:13:43.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.481e-03, size: 544, ETA: 14:47:30
2024-12-17 01:13:46.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.481e-03, size: 608, ETA: 14:47:30
2024-12-17 01:13:48.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.481e-03, size: 672, ETA: 14:47:30
2024-12-17 01:13:51.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.481e-03, size: 608, ETA: 14:47:29
2024-12-17 01:13:53.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.481e-03, size: 736, ETA: 14:47:31
2024-12-17 01:13:56.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.481e-03, size: 704, ETA: 14:47:35
2024-12-17 01:13:59.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.481e-03, size: 576, ETA: 14:47:37
2024-12-17 01:14:01.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 736, ETA: 14:47:35
2024-12-17 01:14:03.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.480e-03, size: 736, ETA: 14:47:31
2024-12-17 01:14:05.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.480e-03, size: 704, ETA: 14:47:27
2024-12-17 01:14:07.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.480e-03, size: 640, ETA: 14:47:24
2024-12-17 01:14:10.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.480e-03, size: 704, ETA: 14:47:21
2024-12-17 01:14:12.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.480e-03, size: 640, ETA: 14:47:19
2024-12-17 01:14:14.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.480e-03, size: 704, ETA: 14:47:20
2024-12-17 01:14:17.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.480e-03, size: 576, ETA: 14:47:18
2024-12-17 01:14:19.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.480e-03, size: 736, ETA: 14:47:19
2024-12-17 01:14:22.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.480e-03, size: 576, ETA: 14:47:19
2024-12-17 01:14:24.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 544, ETA: 14:47:21
2024-12-17 01:14:26.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 704, ETA: 14:47:18
2024-12-17 01:14:28.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 736, ETA: 14:47:15
2024-12-17 01:14:30.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.480e-03, size: 640, ETA: 14:47:11
2024-12-17 01:14:32.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.480e-03, size: 544, ETA: 14:47:06
2024-12-17 01:14:35.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 608, ETA: 14:47:04
2024-12-17 01:14:37.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 576, ETA: 14:47:00
2024-12-17 01:14:39.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 544, ETA: 14:46:59
2024-12-17 01:14:41.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.480e-03, size: 736, ETA: 14:46:58
2024-12-17 01:14:44.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.480e-03, size: 576, ETA: 14:46:59
2024-12-17 01:14:47.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.480e-03, size: 544, ETA: 14:47:02
2024-12-17 01:14:49.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.480e-03, size: 608, ETA: 14:47:02
2024-12-17 01:14:51.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.480e-03, size: 608, ETA: 14:46:57
2024-12-17 01:14:53.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 672, ETA: 14:46:54
2024-12-17 01:14:55.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.480e-03, size: 640, ETA: 14:46:51
2024-12-17 01:14:57.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.480e-03, size: 736, ETA: 14:46:47
2024-12-17 01:15:00.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.480e-03, size: 672, ETA: 14:46:45
2024-12-17 01:15:02.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.480e-03, size: 640, ETA: 14:46:43
2024-12-17 01:15:04.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.480e-03, size: 608, ETA: 14:46:42
2024-12-17 01:15:06.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.480e-03, size: 544, ETA: 14:46:39
2024-12-17 01:15:09.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.480e-03, size: 736, ETA: 14:46:40
2024-12-17 01:15:12.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.480e-03, size: 704, ETA: 14:46:44
2024-12-17 01:15:14.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.480e-03, size: 576, ETA: 14:46:40
2024-12-17 01:15:16.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.479e-03, size: 608, ETA: 14:46:34
2024-12-17 01:15:18.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.479e-03, size: 608, ETA: 14:46:30
2024-12-17 01:15:20.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 736, ETA: 14:46:27
2024-12-17 01:15:22.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.479e-03, size: 736, ETA: 14:46:25
2024-12-17 01:15:24.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.479e-03, size: 544, ETA: 14:46:20
2024-12-17 01:15:26.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 736, ETA: 14:46:18
2024-12-17 01:15:29.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 704, ETA: 14:46:18
2024-12-17 01:15:31.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 608, ETA: 14:46:15
2024-12-17 01:15:33.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.479e-03, size: 608, ETA: 14:46:15
2024-12-17 01:15:35.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.479e-03, size: 544, ETA: 14:46:13
2024-12-17 01:15:38.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.479e-03, size: 736, ETA: 14:46:13
2024-12-17 01:15:40.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 608, ETA: 14:46:07
2024-12-17 01:15:42.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.479e-03, size: 640, ETA: 14:46:04
2024-12-17 01:15:44.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 640, ETA: 14:46:00
2024-12-17 01:15:46.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.479e-03, size: 704, ETA: 14:45:57
2024-12-17 01:15:48.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.479e-03, size: 640, ETA: 14:45:56
2024-12-17 01:15:50.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.479e-03, size: 640, ETA: 14:45:52
2024-12-17 01:15:53.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.479e-03, size: 608, ETA: 14:45:51
2024-12-17 01:15:55.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 576, ETA: 14:45:49
2024-12-17 01:15:57.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.479e-03, size: 640, ETA: 14:45:48
2024-12-17 01:16:00.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.479e-03, size: 704, ETA: 14:45:50
2024-12-17 01:16:03.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.250s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.479e-03, size: 640, ETA: 14:45:51
2024-12-17 01:16:04.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 608, ETA: 14:45:46
2024-12-17 01:16:07.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.479e-03, size: 736, ETA: 14:45:43
2024-12-17 01:16:09.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.479e-03, size: 672, ETA: 14:45:39
2024-12-17 01:16:11.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 608, ETA: 14:45:35
2024-12-17 01:16:13.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.479e-03, size: 736, ETA: 14:45:34
2024-12-17 01:16:15.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.479e-03, size: 544, ETA: 14:45:30
2024-12-17 01:16:18.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-03, size: 704, ETA: 14:45:32
2024-12-17 01:16:20.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.479e-03, size: 640, ETA: 14:45:32
2024-12-17 01:16:22.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.479e-03, size: 544, ETA: 14:45:27
2024-12-17 01:16:24.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.479e-03, size: 640, ETA: 14:45:23
2024-12-17 01:16:27.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.479e-03, size: 672, ETA: 14:45:24
2024-12-17 01:16:29.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.478e-03, size: 736, ETA: 14:45:25
2024-12-17 01:16:31.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 576, ETA: 14:45:19
2024-12-17 01:16:33.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.478e-03, size: 672, ETA: 14:45:15
2024-12-17 01:16:35.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 608, ETA: 14:45:11
2024-12-17 01:16:37.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.478e-03, size: 608, ETA: 14:45:06
2024-12-17 01:16:39.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 544, ETA: 14:45:02
2024-12-17 01:16:41.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.478e-03, size: 544, ETA: 14:44:59
2024-12-17 01:16:43.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.478e-03, size: 608, ETA: 14:44:56
2024-12-17 01:16:46.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 704, ETA: 14:44:57
2024-12-17 01:16:48.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.478e-03, size: 608, ETA: 14:44:59
2024-12-17 01:16:51.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.478e-03, size: 608, ETA: 14:45:02
2024-12-17 01:16:54.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.478e-03, size: 640, ETA: 14:45:01
2024-12-17 01:16:56.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.478e-03, size: 672, ETA: 14:44:58
2024-12-17 01:16:58.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.478e-03, size: 704, ETA: 14:44:54
2024-12-17 01:17:00.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.478e-03, size: 640, ETA: 14:44:51
2024-12-17 01:17:02.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.478e-03, size: 576, ETA: 14:44:47
2024-12-17 01:17:04.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 704, ETA: 14:44:44
2024-12-17 01:17:06.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.478e-03, size: 640, ETA: 14:44:42
2024-12-17 01:17:09.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 608, ETA: 14:44:41
2024-12-17 01:17:11.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.478e-03, size: 640, ETA: 14:44:41
2024-12-17 01:17:14.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 544, ETA: 14:44:43
2024-12-17 01:17:16.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.478e-03, size: 704, ETA: 14:44:43
2024-12-17 01:17:19.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 736, ETA: 14:44:43
2024-12-17 01:17:21.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 608, ETA: 14:44:39
2024-12-17 01:17:23.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.478e-03, size: 672, ETA: 14:44:35
2024-12-17 01:17:25.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.478e-03, size: 640, ETA: 14:44:31
2024-12-17 01:17:27.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.478e-03, size: 608, ETA: 14:44:28
2024-12-17 01:17:29.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 704, ETA: 14:44:24
2024-12-17 01:17:31.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.478e-03, size: 736, ETA: 14:44:24
2024-12-17 01:17:33.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 544, ETA: 14:44:20
2024-12-17 01:17:35.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 544, ETA: 14:44:16
2024-12-17 01:17:38.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.478e-03, size: 704, ETA: 14:44:17
2024-12-17 01:17:40.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.478e-03, size: 704, ETA: 14:44:18
2024-12-17 01:17:43.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 640, ETA: 14:44:15
2024-12-17 01:17:45.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.477e-03, size: 608, ETA: 14:44:10
2024-12-17 01:17:47.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.477e-03, size: 672, ETA: 14:44:06
2024-12-17 01:17:49.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 736, ETA: 14:44:04
2024-12-17 01:17:51.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 704, ETA: 14:44:01
2024-12-17 01:17:53.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.477e-03, size: 704, ETA: 14:44:00
2024-12-17 01:17:55.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 576, ETA: 14:43:56
2024-12-17 01:17:57.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 544, ETA: 14:43:51
2024-12-17 01:17:59.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 576, ETA: 14:43:47
2024-12-17 01:18:02.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.477e-03, size: 736, ETA: 14:43:45
2024-12-17 01:18:04.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 672, ETA: 14:43:42
2024-12-17 01:18:06.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.477e-03, size: 704, ETA: 14:43:42
2024-12-17 01:18:09.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 736, ETA: 14:43:43
2024-12-17 01:18:11.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.477e-03, size: 640, ETA: 14:43:43
2024-12-17 01:18:14.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.477e-03, size: 544, ETA: 14:43:43
2024-12-17 01:18:16.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.477e-03, size: 576, ETA: 14:43:43
2024-12-17 01:18:18.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.477e-03, size: 544, ETA: 14:43:38
2024-12-17 01:18:20.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.477e-03, size: 576, ETA: 14:43:34
2024-12-17 01:18:22.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 736, ETA: 14:43:31
2024-12-17 01:18:24.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 704, ETA: 14:43:29
2024-12-17 01:18:26.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 608, ETA: 14:43:24
2024-12-17 01:18:28.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 608, ETA: 14:43:21
2024-12-17 01:18:31.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.477e-03, size: 640, ETA: 14:43:18
2024-12-17 01:18:33.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.250s, data_time: 0.020s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.477e-03, size: 672, ETA: 14:43:19
2024-12-17 01:18:35.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 11/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.477e-03, size: 544, ETA: 14:43:17
2024-12-17 01:18:36.981 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 01:18:37.408 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch12
2024-12-17 01:18:39.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.477e-03, size: 576, ETA: 14:43:16
2024-12-17 01:18:42.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.477e-03, size: 704, ETA: 14:43:16
2024-12-17 01:18:44.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.477e-03, size: 640, ETA: 14:43:15
2024-12-17 01:18:46.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.477e-03, size: 608, ETA: 14:43:16
2024-12-17 01:18:48.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.477e-03, size: 608, ETA: 14:43:12
2024-12-17 01:18:51.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.477e-03, size: 640, ETA: 14:43:13
2024-12-17 01:18:53.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.476e-03, size: 736, ETA: 14:43:10
2024-12-17 01:18:55.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.476e-03, size: 544, ETA: 14:43:08
2024-12-17 01:18:58.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.476e-03, size: 672, ETA: 14:43:06
2024-12-17 01:19:00.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.476e-03, size: 576, ETA: 14:43:07
2024-12-17 01:19:03.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.476e-03, size: 672, ETA: 14:43:06
2024-12-17 01:19:05.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.476e-03, size: 608, ETA: 14:43:03
2024-12-17 01:19:07.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.476e-03, size: 640, ETA: 14:42:59
2024-12-17 01:19:09.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.476e-03, size: 608, ETA: 14:42:55
2024-12-17 01:19:11.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.476e-03, size: 704, ETA: 14:42:51
2024-12-17 01:19:13.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.476e-03, size: 608, ETA: 14:42:48
2024-12-17 01:19:15.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.476e-03, size: 576, ETA: 14:42:45
2024-12-17 01:19:17.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.476e-03, size: 544, ETA: 14:42:40
2024-12-17 01:19:19.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.476e-03, size: 544, ETA: 14:42:37
2024-12-17 01:19:21.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.476e-03, size: 704, ETA: 14:42:36
2024-12-17 01:19:24.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.476e-03, size: 576, ETA: 14:42:35
2024-12-17 01:19:26.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.476e-03, size: 640, ETA: 14:42:35
2024-12-17 01:19:29.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.476e-03, size: 672, ETA: 14:42:36
2024-12-17 01:19:31.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.476e-03, size: 640, ETA: 14:42:32
2024-12-17 01:19:33.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.476e-03, size: 672, ETA: 14:42:28
2024-12-17 01:19:35.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.476e-03, size: 544, ETA: 14:42:24
2024-12-17 01:19:37.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.476e-03, size: 608, ETA: 14:42:19
2024-12-17 01:19:39.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.476e-03, size: 736, ETA: 14:42:18
2024-12-17 01:19:41.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.476e-03, size: 608, ETA: 14:42:16
2024-12-17 01:19:44.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.476e-03, size: 704, ETA: 14:42:15
2024-12-17 01:19:46.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.476e-03, size: 640, ETA: 14:42:16
2024-12-17 01:19:48.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.476e-03, size: 576, ETA: 14:42:12
2024-12-17 01:19:51.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.476e-03, size: 672, ETA: 14:42:13
2024-12-17 01:19:54.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.476e-03, size: 608, ETA: 14:42:14
2024-12-17 01:19:56.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.476e-03, size: 704, ETA: 14:42:12
2024-12-17 01:19:58.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.476e-03, size: 640, ETA: 14:42:09
2024-12-17 01:20:00.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.476e-03, size: 576, ETA: 14:42:04
2024-12-17 01:20:02.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.475e-03, size: 544, ETA: 14:41:59
2024-12-17 01:20:04.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.475e-03, size: 576, ETA: 14:41:54
2024-12-17 01:20:06.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 736, ETA: 14:41:51
2024-12-17 01:20:08.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.475e-03, size: 544, ETA: 14:41:51
2024-12-17 01:20:10.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.475e-03, size: 640, ETA: 14:41:48
2024-12-17 01:20:13.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.475e-03, size: 576, ETA: 14:41:49
2024-12-17 01:20:15.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.475e-03, size: 704, ETA: 14:41:50
2024-12-17 01:20:18.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 640, ETA: 14:41:48
2024-12-17 01:20:20.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.475e-03, size: 544, ETA: 14:41:43
2024-12-17 01:20:22.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.475e-03, size: 736, ETA: 14:41:40
2024-12-17 01:20:24.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.475e-03, size: 704, ETA: 14:41:38
2024-12-17 01:20:26.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.475e-03, size: 736, ETA: 14:41:37
2024-12-17 01:20:28.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.475e-03, size: 608, ETA: 14:41:34
2024-12-17 01:20:31.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.475e-03, size: 704, ETA: 14:41:32
2024-12-17 01:20:33.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.475e-03, size: 608, ETA: 14:41:32
2024-12-17 01:20:36.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 704, ETA: 14:41:34
2024-12-17 01:20:38.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.475e-03, size: 544, ETA: 14:41:34
2024-12-17 01:20:41.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.475e-03, size: 672, ETA: 14:41:36
2024-12-17 01:20:43.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.475e-03, size: 672, ETA: 14:41:33
2024-12-17 01:20:45.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.475e-03, size: 608, ETA: 14:41:29
2024-12-17 01:20:48.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 608, ETA: 14:41:29
2024-12-17 01:20:50.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.475e-03, size: 736, ETA: 14:41:27
2024-12-17 01:20:52.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.475e-03, size: 576, ETA: 14:41:25
2024-12-17 01:20:54.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 704, ETA: 14:41:21
2024-12-17 01:20:56.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 704, ETA: 14:41:18
2024-12-17 01:20:58.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 704, ETA: 14:41:15
2024-12-17 01:21:00.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 704, ETA: 14:41:11
2024-12-17 01:21:03.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.475e-03, size: 576, ETA: 14:41:10
2024-12-17 01:21:05.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.475e-03, size: 736, ETA: 14:41:11
2024-12-17 01:21:08.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.475e-03, size: 608, ETA: 14:41:13
2024-12-17 01:21:11.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.474e-03, size: 672, ETA: 14:41:15
2024-12-17 01:21:13.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.474e-03, size: 576, ETA: 14:41:15
2024-12-17 01:21:15.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.474e-03, size: 544, ETA: 14:41:11
2024-12-17 01:21:17.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.474e-03, size: 576, ETA: 14:41:05
2024-12-17 01:21:19.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 736, ETA: 14:41:02
2024-12-17 01:21:21.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.474e-03, size: 576, ETA: 14:41:01
2024-12-17 01:21:24.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.474e-03, size: 576, ETA: 14:41:01
2024-12-17 01:21:26.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 736, ETA: 14:41:02
2024-12-17 01:21:29.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 640, ETA: 14:41:05
2024-12-17 01:21:32.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 544, ETA: 14:41:05
2024-12-17 01:21:34.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 608, ETA: 14:41:00
2024-12-17 01:21:36.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.474e-03, size: 672, ETA: 14:40:56
2024-12-17 01:21:38.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.474e-03, size: 672, ETA: 14:40:52
2024-12-17 01:21:40.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 608, ETA: 14:40:48
2024-12-17 01:21:42.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.474e-03, size: 640, ETA: 14:40:43
2024-12-17 01:21:44.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.474e-03, size: 736, ETA: 14:40:40
2024-12-17 01:21:46.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 672, ETA: 14:40:37
2024-12-17 01:21:48.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.474e-03, size: 576, ETA: 14:40:36
2024-12-17 01:21:51.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.474e-03, size: 672, ETA: 14:40:35
2024-12-17 01:21:53.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.474e-03, size: 544, ETA: 14:40:34
2024-12-17 01:21:55.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.474e-03, size: 544, ETA: 14:40:35
2024-12-17 01:21:58.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.474e-03, size: 608, ETA: 14:40:31
2024-12-17 01:22:00.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.474e-03, size: 640, ETA: 14:40:30
2024-12-17 01:22:02.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.474e-03, size: 704, ETA: 14:40:29
2024-12-17 01:22:05.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.474e-03, size: 704, ETA: 14:40:29
2024-12-17 01:22:08.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 640, ETA: 14:40:33
2024-12-17 01:22:10.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.474e-03, size: 672, ETA: 14:40:32
2024-12-17 01:22:12.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.474e-03, size: 640, ETA: 14:40:30
2024-12-17 01:22:14.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 736, ETA: 14:40:27
2024-12-17 01:22:16.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.474e-03, size: 640, ETA: 14:40:24
2024-12-17 01:22:19.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.473e-03, size: 736, ETA: 14:40:21
2024-12-17 01:22:21.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.473e-03, size: 672, ETA: 14:40:17
2024-12-17 01:22:23.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.473e-03, size: 544, ETA: 14:40:12
2024-12-17 01:22:24.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.473e-03, size: 576, ETA: 14:40:07
2024-12-17 01:22:26.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.473e-03, size: 608, ETA: 14:40:03
2024-12-17 01:22:29.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 2.473e-03, size: 704, ETA: 14:40:01
2024-12-17 01:22:31.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.473e-03, size: 544, ETA: 14:40:00
2024-12-17 01:22:33.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.473e-03, size: 640, ETA: 14:39:57
2024-12-17 01:22:36.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.473e-03, size: 640, ETA: 14:40:00
2024-12-17 01:22:38.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.473e-03, size: 704, ETA: 14:40:00
2024-12-17 01:22:41.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.473e-03, size: 672, ETA: 14:39:58
2024-12-17 01:22:43.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.473e-03, size: 608, ETA: 14:39:56
2024-12-17 01:22:45.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.473e-03, size: 576, ETA: 14:39:51
2024-12-17 01:22:47.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.473e-03, size: 736, ETA: 14:39:48
2024-12-17 01:22:49.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.473e-03, size: 736, ETA: 14:39:45
2024-12-17 01:22:51.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.473e-03, size: 672, ETA: 14:39:43
2024-12-17 01:22:54.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.473e-03, size: 704, ETA: 14:39:41
2024-12-17 01:22:56.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.473e-03, size: 672, ETA: 14:39:42
2024-12-17 01:22:58.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.473e-03, size: 576, ETA: 14:39:40
2024-12-17 01:23:01.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.473e-03, size: 736, ETA: 14:39:41
2024-12-17 01:23:04.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.473e-03, size: 576, ETA: 14:39:41
2024-12-17 01:23:06.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.473e-03, size: 640, ETA: 14:39:37
2024-12-17 01:23:07.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.473e-03, size: 672, ETA: 14:39:33
2024-12-17 01:23:10.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.473e-03, size: 736, ETA: 14:39:29
2024-12-17 01:23:11.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.473e-03, size: 544, ETA: 14:39:24
2024-12-17 01:23:14.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.473e-03, size: 736, ETA: 14:39:21
2024-12-17 01:23:16.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.473e-03, size: 544, ETA: 14:39:17
2024-12-17 01:23:18.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.473e-03, size: 672, ETA: 14:39:16
2024-12-17 01:23:20.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.473e-03, size: 576, ETA: 14:39:16
2024-12-17 01:23:23.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.472e-03, size: 608, ETA: 14:39:15
2024-12-17 01:23:25.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.472e-03, size: 576, ETA: 14:39:16
2024-12-17 01:23:28.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.472e-03, size: 576, ETA: 14:39:16
2024-12-17 01:23:30.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.472e-03, size: 608, ETA: 14:39:12
2024-12-17 01:23:32.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.472e-03, size: 704, ETA: 14:39:08
2024-12-17 01:23:34.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.472e-03, size: 576, ETA: 14:39:03
2024-12-17 01:23:36.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.472e-03, size: 608, ETA: 14:38:58
2024-12-17 01:23:37.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.472e-03, size: 672, ETA: 14:38:53
2024-12-17 01:23:40.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.472e-03, size: 608, ETA: 14:38:49
2024-12-17 01:23:42.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.472e-03, size: 736, ETA: 14:38:48
2024-12-17 01:23:44.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.472e-03, size: 544, ETA: 14:38:46
2024-12-17 01:23:47.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.472e-03, size: 608, ETA: 14:38:46
2024-12-17 01:23:49.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.472e-03, size: 576, ETA: 14:38:47
2024-12-17 01:23:52.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.472e-03, size: 704, ETA: 14:38:48
2024-12-17 01:23:54.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.472e-03, size: 672, ETA: 14:38:46
2024-12-17 01:23:56.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.472e-03, size: 608, ETA: 14:38:41
2024-12-17 01:23:58.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.472e-03, size: 576, ETA: 14:38:36
2024-12-17 01:24:00.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.472e-03, size: 704, ETA: 14:38:32
2024-12-17 01:24:02.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.472e-03, size: 608, ETA: 14:38:29
2024-12-17 01:24:04.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.472e-03, size: 672, ETA: 14:38:25
2024-12-17 01:24:06.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.472e-03, size: 672, ETA: 14:38:23
2024-12-17 01:24:08.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.472e-03, size: 544, ETA: 14:38:20
2024-12-17 01:24:10.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.472e-03, size: 672, ETA: 14:38:17
2024-12-17 01:24:13.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.472e-03, size: 704, ETA: 14:38:16
2024-12-17 01:24:15.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.207s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.472e-03, size: 576, ETA: 14:38:13
2024-12-17 01:24:17.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.185s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.472e-03, size: 672, ETA: 14:38:07
2024-12-17 01:24:19.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.472e-03, size: 672, ETA: 14:38:03
2024-12-17 01:24:21.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.472e-03, size: 576, ETA: 14:37:58
2024-12-17 01:24:23.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 576, ETA: 14:37:53
2024-12-17 01:24:25.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 704, ETA: 14:37:51
2024-12-17 01:24:27.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.471e-03, size: 672, ETA: 14:37:50
2024-12-17 01:24:30.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.471e-03, size: 704, ETA: 14:37:50
2024-12-17 01:24:32.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.471e-03, size: 672, ETA: 14:37:53
2024-12-17 01:24:35.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.471e-03, size: 608, ETA: 14:37:55
2024-12-17 01:24:37.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 736, ETA: 14:37:53
2024-12-17 01:24:39.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.471e-03, size: 672, ETA: 14:37:50
2024-12-17 01:24:41.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.471e-03, size: 544, ETA: 14:37:46
2024-12-17 01:24:44.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.471e-03, size: 736, ETA: 14:37:43
2024-12-17 01:24:46.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 736, ETA: 14:37:41
2024-12-17 01:24:48.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.471e-03, size: 544, ETA: 14:37:40
2024-12-17 01:24:50.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.471e-03, size: 544, ETA: 14:37:38
2024-12-17 01:24:53.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.471e-03, size: 544, ETA: 14:37:35
2024-12-17 01:24:55.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 704, ETA: 14:37:34
2024-12-17 01:24:58.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 736, ETA: 14:37:36
2024-12-17 01:25:00.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 672, ETA: 14:37:35
2024-12-17 01:25:02.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.471e-03, size: 608, ETA: 14:37:33
2024-12-17 01:25:05.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.471e-03, size: 704, ETA: 14:37:33
2024-12-17 01:25:07.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.471e-03, size: 576, ETA: 14:37:30
2024-12-17 01:25:09.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.471e-03, size: 736, ETA: 14:37:26
2024-12-17 01:25:11.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.471e-03, size: 672, ETA: 14:37:24
2024-12-17 01:25:13.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.471e-03, size: 640, ETA: 14:37:20
2024-12-17 01:25:16.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.471e-03, size: 672, ETA: 14:37:19
2024-12-17 01:25:18.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 704, ETA: 14:37:15
2024-12-17 01:25:20.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.471e-03, size: 544, ETA: 14:37:12
2024-12-17 01:25:22.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.471e-03, size: 640, ETA: 14:37:07
2024-12-17 01:25:24.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.471e-03, size: 704, ETA: 14:37:03
2024-12-17 01:25:26.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-03, size: 672, ETA: 14:37:00
2024-12-17 01:25:28.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-03, size: 608, ETA: 14:36:57
2024-12-17 01:25:30.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.470e-03, size: 704, ETA: 14:36:55
2024-12-17 01:25:33.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.470e-03, size: 608, ETA: 14:36:55
2024-12-17 01:25:35.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.470e-03, size: 640, ETA: 14:36:52
2024-12-17 01:25:37.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-03, size: 576, ETA: 14:36:50
2024-12-17 01:25:39.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-03, size: 736, ETA: 14:36:49
2024-12-17 01:25:42.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.470e-03, size: 736, ETA: 14:36:49
2024-12-17 01:25:45.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.283s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-03, size: 704, ETA: 14:36:52
2024-12-17 01:25:47.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-03, size: 640, ETA: 14:36:54
2024-12-17 01:25:50.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.470e-03, size: 608, ETA: 14:36:52
2024-12-17 01:25:52.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.470e-03, size: 640, ETA: 14:36:48
2024-12-17 01:25:54.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.470e-03, size: 544, ETA: 14:36:44
2024-12-17 01:25:56.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.470e-03, size: 704, ETA: 14:36:41
2024-12-17 01:25:58.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.470e-03, size: 544, ETA: 14:36:37
2024-12-17 01:26:00.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.470e-03, size: 576, ETA: 14:36:33
2024-12-17 01:26:02.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-03, size: 640, ETA: 14:36:32
2024-12-17 01:26:04.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.470e-03, size: 640, ETA: 14:36:30
2024-12-17 01:26:06.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.470e-03, size: 640, ETA: 14:36:27
2024-12-17 01:26:09.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.470e-03, size: 640, ETA: 14:36:29
2024-12-17 01:26:12.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-03, size: 576, ETA: 14:36:28
2024-12-17 01:26:14.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.470e-03, size: 608, ETA: 14:36:28
2024-12-17 01:26:16.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.470e-03, size: 672, ETA: 14:36:28
2024-12-17 01:26:19.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.470e-03, size: 576, ETA: 14:36:29
2024-12-17 01:26:21.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.470e-03, size: 608, ETA: 14:36:25
2024-12-17 01:26:23.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.470e-03, size: 736, ETA: 14:36:23
2024-12-17 01:26:25.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.470e-03, size: 704, ETA: 14:36:20
2024-12-17 01:26:28.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.470e-03, size: 608, ETA: 14:36:17
2024-12-17 01:26:30.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.469e-03, size: 704, ETA: 14:36:14
2024-12-17 01:26:32.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.469e-03, size: 736, ETA: 14:36:12
2024-12-17 01:26:34.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.469e-03, size: 608, ETA: 14:36:12
2024-12-17 01:26:37.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.469e-03, size: 640, ETA: 14:36:12
2024-12-17 01:26:39.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.469e-03, size: 576, ETA: 14:36:11
2024-12-17 01:26:42.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.469e-03, size: 736, ETA: 14:36:12
2024-12-17 01:26:44.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.469e-03, size: 608, ETA: 14:36:11
2024-12-17 01:26:46.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.469e-03, size: 672, ETA: 14:36:08
2024-12-17 01:26:48.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.469e-03, size: 672, ETA: 14:36:04
2024-12-17 01:26:50.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.469e-03, size: 544, ETA: 14:35:59
2024-12-17 01:26:52.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.469e-03, size: 608, ETA: 14:35:54
2024-12-17 01:26:54.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.469e-03, size: 576, ETA: 14:35:50
2024-12-17 01:26:56.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.469e-03, size: 640, ETA: 14:35:47
2024-12-17 01:26:58.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.469e-03, size: 544, ETA: 14:35:44
2024-12-17 01:27:01.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.469e-03, size: 608, ETA: 14:35:43
2024-12-17 01:27:03.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.469e-03, size: 640, ETA: 14:35:42
2024-12-17 01:27:06.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.469e-03, size: 576, ETA: 14:35:41
2024-12-17 01:27:08.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.469e-03, size: 576, ETA: 14:35:41
2024-12-17 01:27:10.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.190s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.469e-03, size: 544, ETA: 14:35:36
2024-12-17 01:27:12.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.469e-03, size: 544, ETA: 14:35:31
2024-12-17 01:27:14.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.469e-03, size: 608, ETA: 14:35:27
2024-12-17 01:27:16.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.469e-03, size: 640, ETA: 14:35:25
2024-12-17 01:27:18.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.469e-03, size: 736, ETA: 14:35:21
2024-12-17 01:27:20.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.469e-03, size: 672, ETA: 14:35:19
2024-12-17 01:27:22.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.469e-03, size: 640, ETA: 14:35:16
2024-12-17 01:27:25.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.469e-03, size: 576, ETA: 14:35:14
2024-12-17 01:27:27.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.469e-03, size: 736, ETA: 14:35:14
2024-12-17 01:27:29.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.468e-03, size: 576, ETA: 14:35:11
2024-12-17 01:27:32.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.468e-03, size: 736, ETA: 14:35:12
2024-12-17 01:27:35.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.283s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.468e-03, size: 608, ETA: 14:35:15
2024-12-17 01:27:37.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.274s, data_time: 0.007s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.468e-03, size: 672, ETA: 14:35:17
2024-12-17 01:27:40.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 12/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.004s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.468e-03, size: 704, ETA: 14:35:17
2024-12-17 01:27:41.327 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 01:27:41.766 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch13
2024-12-17 01:27:43.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.468e-03, size: 608, ETA: 14:35:13
2024-12-17 01:27:45.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.468e-03, size: 576, ETA: 14:35:08
2024-12-17 01:27:47.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.468e-03, size: 736, ETA: 14:35:05
2024-12-17 01:27:49.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.468e-03, size: 576, ETA: 14:35:01
2024-12-17 01:27:51.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.468e-03, size: 640, ETA: 14:34:57
2024-12-17 01:27:54.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.468e-03, size: 672, ETA: 14:34:56
2024-12-17 01:27:56.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.468e-03, size: 640, ETA: 14:34:56
2024-12-17 01:27:59.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.468e-03, size: 640, ETA: 14:34:55
2024-12-17 01:28:01.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.468e-03, size: 608, ETA: 14:34:54
2024-12-17 01:28:03.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.468e-03, size: 640, ETA: 14:34:54
2024-12-17 01:28:05.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.468e-03, size: 544, ETA: 14:34:50
2024-12-17 01:28:08.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.468e-03, size: 544, ETA: 14:34:47
2024-12-17 01:28:10.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.468e-03, size: 640, ETA: 14:34:44
2024-12-17 01:28:12.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.468e-03, size: 672, ETA: 14:34:41
2024-12-17 01:28:14.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.468e-03, size: 640, ETA: 14:34:39
2024-12-17 01:28:16.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.468e-03, size: 576, ETA: 14:34:38
2024-12-17 01:28:18.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.468e-03, size: 576, ETA: 14:34:33
2024-12-17 01:28:20.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.468e-03, size: 672, ETA: 14:34:29
2024-12-17 01:28:22.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.468e-03, size: 608, ETA: 14:34:25
2024-12-17 01:28:24.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.468e-03, size: 544, ETA: 14:34:22
2024-12-17 01:28:26.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.468e-03, size: 544, ETA: 14:34:17
2024-12-17 01:28:28.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.468e-03, size: 608, ETA: 14:34:15
2024-12-17 01:28:31.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.467e-03, size: 640, ETA: 14:34:15
2024-12-17 01:28:34.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.467e-03, size: 672, ETA: 14:34:16
2024-12-17 01:28:36.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.467e-03, size: 736, ETA: 14:34:17
2024-12-17 01:28:39.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.467e-03, size: 704, ETA: 14:34:19
2024-12-17 01:28:42.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.467e-03, size: 704, ETA: 14:34:20
2024-12-17 01:28:44.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.467e-03, size: 640, ETA: 14:34:17
2024-12-17 01:28:46.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.467e-03, size: 608, ETA: 14:34:14
2024-12-17 01:28:48.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.467e-03, size: 672, ETA: 14:34:11
2024-12-17 01:28:50.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.467e-03, size: 544, ETA: 14:34:08
2024-12-17 01:28:52.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.467e-03, size: 736, ETA: 14:34:05
2024-12-17 01:28:54.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.467e-03, size: 544, ETA: 14:34:03
2024-12-17 01:28:57.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.467e-03, size: 640, ETA: 14:34:01
2024-12-17 01:28:59.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.467e-03, size: 576, ETA: 14:34:01
2024-12-17 01:29:02.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.467e-03, size: 608, ETA: 14:34:02
2024-12-17 01:29:05.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.467e-03, size: 704, ETA: 14:34:05
2024-12-17 01:29:07.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.467e-03, size: 608, ETA: 14:34:07
2024-12-17 01:29:10.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.467e-03, size: 736, ETA: 14:34:04
2024-12-17 01:29:12.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.467e-03, size: 640, ETA: 14:34:01
2024-12-17 01:29:14.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.467e-03, size: 608, ETA: 14:33:58
2024-12-17 01:29:16.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.467e-03, size: 544, ETA: 14:33:53
2024-12-17 01:29:18.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.467e-03, size: 640, ETA: 14:33:50
2024-12-17 01:29:20.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.467e-03, size: 544, ETA: 14:33:47
2024-12-17 01:29:22.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.467e-03, size: 672, ETA: 14:33:45
2024-12-17 01:29:25.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.467e-03, size: 672, ETA: 14:33:44
2024-12-17 01:29:27.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.467e-03, size: 576, ETA: 14:33:43
2024-12-17 01:29:29.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.467e-03, size: 608, ETA: 14:33:43
2024-12-17 01:29:32.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.466e-03, size: 672, ETA: 14:33:44
2024-12-17 01:29:34.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.466e-03, size: 608, ETA: 14:33:40
2024-12-17 01:29:36.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.466e-03, size: 544, ETA: 14:33:35
2024-12-17 01:29:38.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.466e-03, size: 640, ETA: 14:33:31
2024-12-17 01:29:40.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.466e-03, size: 672, ETA: 14:33:29
2024-12-17 01:29:42.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.466e-03, size: 640, ETA: 14:33:27
2024-12-17 01:29:45.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.466e-03, size: 736, ETA: 14:33:25
2024-12-17 01:29:47.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.466e-03, size: 672, ETA: 14:33:25
2024-12-17 01:29:49.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.466e-03, size: 608, ETA: 14:33:22
2024-12-17 01:29:52.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.466e-03, size: 736, ETA: 14:33:24
2024-12-17 01:29:55.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.466e-03, size: 672, ETA: 14:33:24
2024-12-17 01:29:57.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.466e-03, size: 704, ETA: 14:33:25
2024-12-17 01:29:59.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.466e-03, size: 672, ETA: 14:33:23
2024-12-17 01:30:01.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.466e-03, size: 544, ETA: 14:33:20
2024-12-17 01:30:04.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.466e-03, size: 576, ETA: 14:33:18
2024-12-17 01:30:06.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.466e-03, size: 544, ETA: 14:33:13
2024-12-17 01:30:08.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.466e-03, size: 640, ETA: 14:33:10
2024-12-17 01:30:10.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.466e-03, size: 608, ETA: 14:33:08
2024-12-17 01:30:12.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.466e-03, size: 736, ETA: 14:33:06
2024-12-17 01:30:15.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.466e-03, size: 608, ETA: 14:33:05
2024-12-17 01:30:17.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.466e-03, size: 672, ETA: 14:33:05
2024-12-17 01:30:20.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.466e-03, size: 608, ETA: 14:33:05
2024-12-17 01:30:22.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.466e-03, size: 736, ETA: 14:33:06
2024-12-17 01:30:25.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.466e-03, size: 576, ETA: 14:33:06
2024-12-17 01:30:27.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.466e-03, size: 576, ETA: 14:33:02
2024-12-17 01:30:29.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.466e-03, size: 672, ETA: 14:32:58
2024-12-17 01:30:31.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 672, ETA: 14:32:55
2024-12-17 01:30:33.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 640, ETA: 14:32:51
2024-12-17 01:30:35.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 672, ETA: 14:32:48
2024-12-17 01:30:37.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 544, ETA: 14:32:44
2024-12-17 01:30:39.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 544, ETA: 14:32:43
2024-12-17 01:30:42.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 544, ETA: 14:32:42
2024-12-17 01:30:44.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 576, ETA: 14:32:41
2024-12-17 01:30:46.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 704, ETA: 14:32:40
2024-12-17 01:30:49.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 608, ETA: 14:32:40
2024-12-17 01:30:51.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.465e-03, size: 736, ETA: 14:32:38
2024-12-17 01:30:53.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.465e-03, size: 640, ETA: 14:32:34
2024-12-17 01:30:55.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 672, ETA: 14:32:30
2024-12-17 01:30:57.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 640, ETA: 14:32:27
2024-12-17 01:30:59.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 576, ETA: 14:32:24
2024-12-17 01:31:02.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 672, ETA: 14:32:22
2024-12-17 01:31:04.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 672, ETA: 14:32:22
2024-12-17 01:31:07.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.465e-03, size: 576, ETA: 14:32:22
2024-12-17 01:31:09.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.465e-03, size: 608, ETA: 14:32:22
2024-12-17 01:31:11.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 672, ETA: 14:32:20
2024-12-17 01:31:13.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.465e-03, size: 608, ETA: 14:32:17
2024-12-17 01:31:16.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.465e-03, size: 576, ETA: 14:32:13
2024-12-17 01:31:18.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 640, ETA: 14:32:11
2024-12-17 01:31:20.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.465e-03, size: 672, ETA: 14:32:09
2024-12-17 01:31:22.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.465e-03, size: 704, ETA: 14:32:06
2024-12-17 01:31:25.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.465e-03, size: 736, ETA: 14:32:06
2024-12-17 01:31:26.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-03, size: 608, ETA: 14:32:01
2024-12-17 01:31:29.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.464e-03, size: 672, ETA: 14:32:02
2024-12-17 01:31:32.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.464e-03, size: 608, ETA: 14:32:02
2024-12-17 01:31:34.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 672, ETA: 14:32:02
2024-12-17 01:31:37.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 736, ETA: 14:32:02
2024-12-17 01:31:39.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.464e-03, size: 672, ETA: 14:31:59
2024-12-17 01:31:41.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.464e-03, size: 672, ETA: 14:31:57
2024-12-17 01:31:43.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.464e-03, size: 640, ETA: 14:31:54
2024-12-17 01:31:45.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 704, ETA: 14:31:51
2024-12-17 01:31:47.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 672, ETA: 14:31:47
2024-12-17 01:31:49.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.464e-03, size: 608, ETA: 14:31:43
2024-12-17 01:31:51.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 640, ETA: 14:31:39
2024-12-17 01:31:54.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.464e-03, size: 736, ETA: 14:31:39
2024-12-17 01:31:56.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.464e-03, size: 544, ETA: 14:31:38
2024-12-17 01:31:59.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.464e-03, size: 608, ETA: 14:31:39
2024-12-17 01:32:01.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.464e-03, size: 608, ETA: 14:31:41
2024-12-17 01:32:04.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.464e-03, size: 704, ETA: 14:31:44
2024-12-17 01:32:06.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 544, ETA: 14:31:41
2024-12-17 01:32:08.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.464e-03, size: 640, ETA: 14:31:37
2024-12-17 01:32:10.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.464e-03, size: 672, ETA: 14:31:33
2024-12-17 01:32:13.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.464e-03, size: 608, ETA: 14:31:30
2024-12-17 01:32:15.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.464e-03, size: 736, ETA: 14:31:28
2024-12-17 01:32:17.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 704, ETA: 14:31:29
2024-12-17 01:32:20.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 736, ETA: 14:31:29
2024-12-17 01:32:23.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.464e-03, size: 704, ETA: 14:31:30
2024-12-17 01:32:25.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.464e-03, size: 704, ETA: 14:31:31
2024-12-17 01:32:27.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.463e-03, size: 544, ETA: 14:31:27
2024-12-17 01:32:29.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.463e-03, size: 672, ETA: 14:31:24
2024-12-17 01:32:31.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.463e-03, size: 640, ETA: 14:31:20
2024-12-17 01:32:33.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.463e-03, size: 608, ETA: 14:31:16
2024-12-17 01:32:36.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.463e-03, size: 704, ETA: 14:31:14
2024-12-17 01:32:38.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.463e-03, size: 736, ETA: 14:31:13
2024-12-17 01:32:40.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.463e-03, size: 736, ETA: 14:31:13
2024-12-17 01:32:43.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-03, size: 672, ETA: 14:31:13
2024-12-17 01:32:46.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-03, size: 672, ETA: 14:31:14
2024-12-17 01:32:48.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.463e-03, size: 576, ETA: 14:31:16
2024-12-17 01:32:51.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-03, size: 704, ETA: 14:31:15
2024-12-17 01:32:53.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.463e-03, size: 544, ETA: 14:31:11
2024-12-17 01:32:55.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.463e-03, size: 672, ETA: 14:31:08
2024-12-17 01:32:57.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-03, size: 640, ETA: 14:31:06
2024-12-17 01:32:59.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-03, size: 576, ETA: 14:31:05
2024-12-17 01:33:02.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.463e-03, size: 672, ETA: 14:31:05
2024-12-17 01:33:05.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.463e-03, size: 704, ETA: 14:31:06
2024-12-17 01:33:07.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-03, size: 704, ETA: 14:31:08
2024-12-17 01:33:10.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.463e-03, size: 672, ETA: 14:31:09
2024-12-17 01:33:12.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.463e-03, size: 736, ETA: 14:31:07
2024-12-17 01:33:15.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.463e-03, size: 736, ETA: 14:31:06
2024-12-17 01:33:17.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-03, size: 640, ETA: 14:31:08
2024-12-17 01:33:20.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-03, size: 576, ETA: 14:31:11
2024-12-17 01:33:23.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.463e-03, size: 736, ETA: 14:31:13
2024-12-17 01:33:26.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.463e-03, size: 704, ETA: 14:31:13
2024-12-17 01:33:28.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.462e-03, size: 576, ETA: 14:31:09
2024-12-17 01:33:29.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.462e-03, size: 544, ETA: 14:31:04
2024-12-17 01:33:32.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.462e-03, size: 672, ETA: 14:31:01
2024-12-17 01:33:34.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.462e-03, size: 704, ETA: 14:31:00
2024-12-17 01:33:36.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.462e-03, size: 544, ETA: 14:30:55
2024-12-17 01:33:38.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.462e-03, size: 576, ETA: 14:30:54
2024-12-17 01:33:40.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.462e-03, size: 544, ETA: 14:30:52
2024-12-17 01:33:43.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.462e-03, size: 640, ETA: 14:30:49
2024-12-17 01:33:45.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.462e-03, size: 608, ETA: 14:30:50
2024-12-17 01:33:48.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.462e-03, size: 640, ETA: 14:30:50
2024-12-17 01:33:50.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.462e-03, size: 576, ETA: 14:30:47
2024-12-17 01:33:52.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.462e-03, size: 640, ETA: 14:30:45
2024-12-17 01:33:54.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.462e-03, size: 704, ETA: 14:30:42
2024-12-17 01:33:56.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.462e-03, size: 576, ETA: 14:30:37
2024-12-17 01:33:58.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.462e-03, size: 640, ETA: 14:30:35
2024-12-17 01:34:00.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.462e-03, size: 672, ETA: 14:30:32
2024-12-17 01:34:03.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.462e-03, size: 736, ETA: 14:30:31
2024-12-17 01:34:05.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.462e-03, size: 672, ETA: 14:30:30
2024-12-17 01:34:08.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.462e-03, size: 640, ETA: 14:30:30
2024-12-17 01:34:10.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.462e-03, size: 736, ETA: 14:30:31
2024-12-17 01:34:13.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.462e-03, size: 736, ETA: 14:30:32
2024-12-17 01:34:15.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.462e-03, size: 704, ETA: 14:30:31
2024-12-17 01:34:18.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.462e-03, size: 704, ETA: 14:30:28
2024-12-17 01:34:19.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.462e-03, size: 544, ETA: 14:30:24
2024-12-17 01:34:22.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.461e-03, size: 704, ETA: 14:30:21
2024-12-17 01:34:24.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.461e-03, size: 576, ETA: 14:30:18
2024-12-17 01:34:26.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.461e-03, size: 672, ETA: 14:30:13
2024-12-17 01:34:28.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.461e-03, size: 576, ETA: 14:30:10
2024-12-17 01:34:30.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.461e-03, size: 672, ETA: 14:30:08
2024-12-17 01:34:32.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.461e-03, size: 608, ETA: 14:30:05
2024-12-17 01:34:34.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.461e-03, size: 704, ETA: 14:30:04
2024-12-17 01:34:37.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-03, size: 640, ETA: 14:30:04
2024-12-17 01:34:39.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-03, size: 672, ETA: 14:30:02
2024-12-17 01:34:41.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-03, size: 640, ETA: 14:30:00
2024-12-17 01:34:43.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.461e-03, size: 608, ETA: 14:29:56
2024-12-17 01:34:46.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.461e-03, size: 576, ETA: 14:29:52
2024-12-17 01:34:48.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-03, size: 640, ETA: 14:29:50
2024-12-17 01:34:50.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-03, size: 672, ETA: 14:29:46
2024-12-17 01:34:52.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-03, size: 608, ETA: 14:29:43
2024-12-17 01:34:54.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.461e-03, size: 672, ETA: 14:29:41
2024-12-17 01:34:56.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.461e-03, size: 608, ETA: 14:29:39
2024-12-17 01:34:59.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.461e-03, size: 704, ETA: 14:29:41
2024-12-17 01:35:02.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-03, size: 736, ETA: 14:29:44
2024-12-17 01:35:05.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.461e-03, size: 736, ETA: 14:29:45
2024-12-17 01:35:07.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.461e-03, size: 704, ETA: 14:29:42
2024-12-17 01:35:09.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.461e-03, size: 704, ETA: 14:29:39
2024-12-17 01:35:11.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-03, size: 704, ETA: 14:29:35
2024-12-17 01:35:13.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.461e-03, size: 736, ETA: 14:29:33
2024-12-17 01:35:15.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.461e-03, size: 704, ETA: 14:29:30
2024-12-17 01:35:18.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-03, size: 608, ETA: 14:29:29
2024-12-17 01:35:20.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-03, size: 672, ETA: 14:29:29
2024-12-17 01:35:22.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.460e-03, size: 640, ETA: 14:29:27
2024-12-17 01:35:25.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.289s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.460e-03, size: 576, ETA: 14:29:30
2024-12-17 01:35:28.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-03, size: 576, ETA: 14:29:31
2024-12-17 01:35:30.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.460e-03, size: 608, ETA: 14:29:29
2024-12-17 01:35:32.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.460e-03, size: 672, ETA: 14:29:26
2024-12-17 01:35:34.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.460e-03, size: 608, ETA: 14:29:23
2024-12-17 01:35:37.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.460e-03, size: 576, ETA: 14:29:22
2024-12-17 01:35:39.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.460e-03, size: 608, ETA: 14:29:19
2024-12-17 01:35:41.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.460e-03, size: 736, ETA: 14:29:16
2024-12-17 01:35:43.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-03, size: 608, ETA: 14:29:14
2024-12-17 01:35:46.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.460e-03, size: 704, ETA: 14:29:14
2024-12-17 01:35:48.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-03, size: 576, ETA: 14:29:14
2024-12-17 01:35:51.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.460e-03, size: 704, ETA: 14:29:15
2024-12-17 01:35:54.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.460e-03, size: 704, ETA: 14:29:16
2024-12-17 01:35:56.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.460e-03, size: 640, ETA: 14:29:12
2024-12-17 01:35:58.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-03, size: 608, ETA: 14:29:08
2024-12-17 01:36:00.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.460e-03, size: 640, ETA: 14:29:04
2024-12-17 01:36:02.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-03, size: 608, ETA: 14:29:00
2024-12-17 01:36:04.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-03, size: 672, ETA: 14:28:57
2024-12-17 01:36:06.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.460e-03, size: 736, ETA: 14:28:55
2024-12-17 01:36:08.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.460e-03, size: 704, ETA: 14:28:54
2024-12-17 01:36:11.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.460e-03, size: 608, ETA: 14:28:53
2024-12-17 01:36:13.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.459e-03, size: 608, ETA: 14:28:51
2024-12-17 01:36:16.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.459e-03, size: 544, ETA: 14:28:53
2024-12-17 01:36:19.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.459e-03, size: 672, ETA: 14:28:56
2024-12-17 01:36:21.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.459e-03, size: 704, ETA: 14:28:54
2024-12-17 01:36:23.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.459e-03, size: 672, ETA: 14:28:50
2024-12-17 01:36:25.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.459e-03, size: 640, ETA: 14:28:46
2024-12-17 01:36:27.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.459e-03, size: 640, ETA: 14:28:43
2024-12-17 01:36:29.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.459e-03, size: 736, ETA: 14:28:40
2024-12-17 01:36:31.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.459e-03, size: 608, ETA: 14:28:38
2024-12-17 01:36:34.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.459e-03, size: 736, ETA: 14:28:37
2024-12-17 01:36:36.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.459e-03, size: 736, ETA: 14:28:38
2024-12-17 01:36:38.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.459e-03, size: 576, ETA: 14:28:33
2024-12-17 01:36:41.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.459e-03, size: 608, ETA: 14:28:32
2024-12-17 01:36:43.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.459e-03, size: 544, ETA: 14:28:30
2024-12-17 01:36:45.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.459e-03, size: 608, ETA: 14:28:28
2024-12-17 01:36:47.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.459e-03, size: 704, ETA: 14:28:26
2024-12-17 01:36:50.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.459e-03, size: 544, ETA: 14:28:24
2024-12-17 01:36:52.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.008s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.459e-03, size: 608, ETA: 14:28:23
2024-12-17 01:36:55.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 13/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.459e-03, size: 640, ETA: 14:28:23
2024-12-17 01:36:56.125 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 01:36:56.565 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch14
2024-12-17 01:36:59.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.459e-03, size: 608, ETA: 14:28:24
2024-12-17 01:37:01.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.459e-03, size: 704, ETA: 14:28:24
2024-12-17 01:37:04.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.459e-03, size: 640, ETA: 14:28:22
2024-12-17 01:37:06.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.459e-03, size: 576, ETA: 14:28:20
2024-12-17 01:37:08.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.458e-03, size: 576, ETA: 14:28:20
2024-12-17 01:37:11.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.458e-03, size: 736, ETA: 14:28:21
2024-12-17 01:37:14.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.458e-03, size: 672, ETA: 14:28:21
2024-12-17 01:37:16.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.458e-03, size: 608, ETA: 14:28:21
2024-12-17 01:37:18.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.458e-03, size: 672, ETA: 14:28:17
2024-12-17 01:37:20.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.458e-03, size: 704, ETA: 14:28:16
2024-12-17 01:37:23.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.458e-03, size: 608, ETA: 14:28:15
2024-12-17 01:37:25.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.458e-03, size: 576, ETA: 14:28:11
2024-12-17 01:37:27.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.458e-03, size: 544, ETA: 14:28:08
2024-12-17 01:37:29.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.458e-03, size: 672, ETA: 14:28:04
2024-12-17 01:37:31.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.458e-03, size: 704, ETA: 14:28:02
2024-12-17 01:37:34.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.458e-03, size: 672, ETA: 14:28:01
2024-12-17 01:37:36.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.458e-03, size: 576, ETA: 14:27:58
2024-12-17 01:37:38.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.458e-03, size: 576, ETA: 14:27:56
2024-12-17 01:37:40.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.458e-03, size: 544, ETA: 14:27:55
2024-12-17 01:37:43.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.458e-03, size: 704, ETA: 14:27:55
2024-12-17 01:37:46.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.296s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.458e-03, size: 672, ETA: 14:27:59
2024-12-17 01:37:48.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.458e-03, size: 576, ETA: 14:27:59
2024-12-17 01:37:51.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.458e-03, size: 704, ETA: 14:28:00
2024-12-17 01:37:54.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.279s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.458e-03, size: 576, ETA: 14:28:02
2024-12-17 01:37:56.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.458e-03, size: 544, ETA: 14:28:01
2024-12-17 01:37:59.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.458e-03, size: 544, ETA: 14:27:59
2024-12-17 01:38:01.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.458e-03, size: 640, ETA: 14:27:58
2024-12-17 01:38:03.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.241s, data_time: 0.005s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.457e-03, size: 608, ETA: 14:27:57
2024-12-17 01:38:06.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.306s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.457e-03, size: 704, ETA: 14:28:01
2024-12-17 01:38:09.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.264s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.457e-03, size: 640, ETA: 14:28:02
2024-12-17 01:38:12.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.457e-03, size: 544, ETA: 14:28:03
2024-12-17 01:38:14.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.457e-03, size: 704, ETA: 14:28:04
2024-12-17 01:38:17.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.267s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.457e-03, size: 736, ETA: 14:28:05
2024-12-17 01:38:20.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.457e-03, size: 576, ETA: 14:28:05
2024-12-17 01:38:22.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.457e-03, size: 544, ETA: 14:28:06
2024-12-17 01:38:25.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.457e-03, size: 672, ETA: 14:28:07
2024-12-17 01:38:28.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.457e-03, size: 576, ETA: 14:28:08
2024-12-17 01:38:30.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.457e-03, size: 640, ETA: 14:28:10
2024-12-17 01:38:33.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.457e-03, size: 704, ETA: 14:28:12
2024-12-17 01:38:36.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.457e-03, size: 640, ETA: 14:28:13
2024-12-17 01:38:39.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.457e-03, size: 640, ETA: 14:28:14
2024-12-17 01:38:41.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.457e-03, size: 704, ETA: 14:28:14
2024-12-17 01:38:44.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.279s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.457e-03, size: 576, ETA: 14:28:16
2024-12-17 01:38:46.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.457e-03, size: 736, ETA: 14:28:17
2024-12-17 01:38:49.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.457e-03, size: 608, ETA: 14:28:17
2024-12-17 01:38:52.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.266s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.457e-03, size: 608, ETA: 14:28:18
2024-12-17 01:38:55.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.277s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.457e-03, size: 608, ETA: 14:28:20
2024-12-17 01:38:57.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.457e-03, size: 704, ETA: 14:28:18
2024-12-17 01:38:59.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.457e-03, size: 544, ETA: 14:28:16
2024-12-17 01:39:01.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.457e-03, size: 736, ETA: 14:28:12
2024-12-17 01:39:03.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.456e-03, size: 544, ETA: 14:28:11
2024-12-17 01:39:05.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.456e-03, size: 704, ETA: 14:28:07
2024-12-17 01:39:08.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.456e-03, size: 672, ETA: 14:28:05
2024-12-17 01:39:10.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.456e-03, size: 576, ETA: 14:28:02
2024-12-17 01:39:12.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.456e-03, size: 672, ETA: 14:28:00
2024-12-17 01:39:14.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.456e-03, size: 704, ETA: 14:27:57
2024-12-17 01:39:17.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.456e-03, size: 704, ETA: 14:27:56
2024-12-17 01:39:19.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.456e-03, size: 736, ETA: 14:27:56
2024-12-17 01:39:22.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.456e-03, size: 544, ETA: 14:27:55
2024-12-17 01:39:24.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.456e-03, size: 576, ETA: 14:27:55
2024-12-17 01:39:27.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.456e-03, size: 640, ETA: 14:27:57
2024-12-17 01:39:29.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.456e-03, size: 736, ETA: 14:27:57
2024-12-17 01:39:31.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.456e-03, size: 576, ETA: 14:27:54
2024-12-17 01:39:33.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.456e-03, size: 544, ETA: 14:27:49
2024-12-17 01:39:35.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.004s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.456e-03, size: 736, ETA: 14:27:46
2024-12-17 01:39:38.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.456e-03, size: 640, ETA: 14:27:44
2024-12-17 01:39:40.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.456e-03, size: 736, ETA: 14:27:41
2024-12-17 01:39:42.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.456e-03, size: 640, ETA: 14:27:41
2024-12-17 01:39:45.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.456e-03, size: 576, ETA: 14:27:38
2024-12-17 01:39:47.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.456e-03, size: 704, ETA: 14:27:38
2024-12-17 01:39:50.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.292s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.456e-03, size: 736, ETA: 14:27:41
2024-12-17 01:39:53.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.456e-03, size: 608, ETA: 14:27:44
2024-12-17 01:39:55.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.456e-03, size: 544, ETA: 14:27:41
2024-12-17 01:39:57.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.455e-03, size: 544, ETA: 14:27:37
2024-12-17 01:39:59.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.455e-03, size: 608, ETA: 14:27:31
2024-12-17 01:40:01.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.455e-03, size: 672, ETA: 14:27:27
2024-12-17 01:40:03.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.455e-03, size: 672, ETA: 14:27:26
2024-12-17 01:40:05.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.455e-03, size: 544, ETA: 14:27:23
2024-12-17 01:40:07.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.455e-03, size: 608, ETA: 14:27:19
2024-12-17 01:40:10.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.455e-03, size: 608, ETA: 14:27:18
2024-12-17 01:40:12.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.455e-03, size: 640, ETA: 14:27:16
2024-12-17 01:40:14.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.455e-03, size: 704, ETA: 14:27:15
2024-12-17 01:40:17.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.455e-03, size: 672, ETA: 14:27:14
2024-12-17 01:40:19.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.455e-03, size: 672, ETA: 14:27:14
2024-12-17 01:40:22.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.455e-03, size: 640, ETA: 14:27:12
2024-12-17 01:40:24.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.455e-03, size: 576, ETA: 14:27:12
2024-12-17 01:40:26.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.455e-03, size: 736, ETA: 14:27:11
2024-12-17 01:40:29.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.455e-03, size: 672, ETA: 14:27:10
2024-12-17 01:40:31.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.455e-03, size: 640, ETA: 14:27:09
2024-12-17 01:40:34.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.455e-03, size: 608, ETA: 14:27:07
2024-12-17 01:40:36.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.455e-03, size: 576, ETA: 14:27:06
2024-12-17 01:40:38.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.455e-03, size: 736, ETA: 14:27:05
2024-12-17 01:40:41.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.455e-03, size: 544, ETA: 14:27:04
2024-12-17 01:40:43.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.455e-03, size: 608, ETA: 14:27:02
2024-12-17 01:40:45.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.455e-03, size: 576, ETA: 14:27:00
2024-12-17 01:40:48.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.455e-03, size: 704, ETA: 14:26:59
2024-12-17 01:40:50.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.454e-03, size: 640, ETA: 14:26:58
2024-12-17 01:40:52.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.454e-03, size: 704, ETA: 14:26:57
2024-12-17 01:40:55.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.454e-03, size: 608, ETA: 14:26:56
2024-12-17 01:40:57.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.454e-03, size: 704, ETA: 14:26:55
2024-12-17 01:41:00.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.454e-03, size: 576, ETA: 14:26:55
2024-12-17 01:41:02.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.454e-03, size: 544, ETA: 14:26:52
2024-12-17 01:41:04.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.454e-03, size: 704, ETA: 14:26:48
2024-12-17 01:41:06.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.454e-03, size: 608, ETA: 14:26:46
2024-12-17 01:41:08.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.454e-03, size: 736, ETA: 14:26:45
2024-12-17 01:41:11.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.454e-03, size: 608, ETA: 14:26:42
2024-12-17 01:41:13.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.454e-03, size: 672, ETA: 14:26:38
2024-12-17 01:41:15.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.454e-03, size: 704, ETA: 14:26:34
2024-12-17 01:41:17.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.454e-03, size: 736, ETA: 14:26:32
2024-12-17 01:41:19.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.454e-03, size: 576, ETA: 14:26:28
2024-12-17 01:41:21.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.454e-03, size: 576, ETA: 14:26:24
2024-12-17 01:41:23.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.454e-03, size: 672, ETA: 14:26:23
2024-12-17 01:41:26.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.454e-03, size: 736, ETA: 14:26:22
2024-12-17 01:41:29.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.454e-03, size: 704, ETA: 14:26:25
2024-12-17 01:41:31.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.454e-03, size: 640, ETA: 14:26:27
2024-12-17 01:41:34.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.454e-03, size: 736, ETA: 14:26:28
2024-12-17 01:41:36.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.454e-03, size: 640, ETA: 14:26:24
2024-12-17 01:41:38.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.454e-03, size: 672, ETA: 14:26:20
2024-12-17 01:41:40.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.453e-03, size: 608, ETA: 14:26:16
2024-12-17 01:41:43.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.453e-03, size: 544, ETA: 14:26:18
2024-12-17 01:41:46.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 640, ETA: 14:26:19
2024-12-17 01:41:48.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 2.3, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.4, lr: 2.453e-03, size: 704, ETA: 14:26:17
2024-12-17 01:41:50.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.453e-03, size: 544, ETA: 14:26:13
2024-12-17 01:41:52.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 576, ETA: 14:26:09
2024-12-17 01:41:53.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 576, ETA: 14:26:03
2024-12-17 01:41:55.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.453e-03, size: 640, ETA: 14:25:58
2024-12-17 01:41:57.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.453e-03, size: 608, ETA: 14:25:55
2024-12-17 01:41:59.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.453e-03, size: 576, ETA: 14:25:52
2024-12-17 01:42:02.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.453e-03, size: 544, ETA: 14:25:50
2024-12-17 01:42:04.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.453e-03, size: 608, ETA: 14:25:49
2024-12-17 01:42:07.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 640, ETA: 14:25:50
2024-12-17 01:42:10.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 576, ETA: 14:25:52
2024-12-17 01:42:12.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.453e-03, size: 640, ETA: 14:25:50
2024-12-17 01:42:14.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 736, ETA: 14:25:47
2024-12-17 01:42:17.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 608, ETA: 14:25:48
2024-12-17 01:42:19.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.453e-03, size: 608, ETA: 14:25:49
2024-12-17 01:42:22.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.453e-03, size: 608, ETA: 14:25:50
2024-12-17 01:42:25.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.453e-03, size: 672, ETA: 14:25:53
2024-12-17 01:42:28.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.453e-03, size: 704, ETA: 14:25:56
2024-12-17 01:42:31.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.453e-03, size: 672, ETA: 14:26:00
2024-12-17 01:42:34.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.453e-03, size: 544, ETA: 14:26:02
2024-12-17 01:42:37.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.452e-03, size: 608, ETA: 14:26:05
2024-12-17 01:42:40.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.452e-03, size: 704, ETA: 14:26:06
2024-12-17 01:42:43.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.452e-03, size: 608, ETA: 14:26:09
2024-12-17 01:42:45.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.452e-03, size: 704, ETA: 14:26:11
2024-12-17 01:42:48.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.452e-03, size: 576, ETA: 14:26:15
2024-12-17 01:42:51.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.452e-03, size: 544, ETA: 14:26:14
2024-12-17 01:42:54.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.452e-03, size: 704, ETA: 14:26:15
2024-12-17 01:42:56.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.452e-03, size: 544, ETA: 14:26:16
2024-12-17 01:42:59.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.452e-03, size: 640, ETA: 14:26:18
2024-12-17 01:43:02.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.452e-03, size: 608, ETA: 14:26:20
2024-12-17 01:43:05.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.452e-03, size: 576, ETA: 14:26:21
2024-12-17 01:43:07.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.452e-03, size: 640, ETA: 14:26:23
2024-12-17 01:43:10.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.452e-03, size: 704, ETA: 14:26:24
2024-12-17 01:43:13.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.314s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.452e-03, size: 672, ETA: 14:26:28
2024-12-17 01:43:16.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.452e-03, size: 704, ETA: 14:26:28
2024-12-17 01:43:19.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.452e-03, size: 736, ETA: 14:26:31
2024-12-17 01:43:22.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.452e-03, size: 608, ETA: 14:26:32
2024-12-17 01:43:24.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.452e-03, size: 704, ETA: 14:26:34
2024-12-17 01:43:27.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.452e-03, size: 544, ETA: 14:26:36
2024-12-17 01:43:30.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.6Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.452e-03, size: 704, ETA: 14:26:37
2024-12-17 01:43:32.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.452e-03, size: 608, ETA: 14:26:37
2024-12-17 01:43:35.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.451e-03, size: 608, ETA: 14:26:38
2024-12-17 01:43:38.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.451e-03, size: 672, ETA: 14:26:38
2024-12-17 01:43:41.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.451e-03, size: 576, ETA: 14:26:40
2024-12-17 01:43:43.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.451e-03, size: 576, ETA: 14:26:42
2024-12-17 01:43:46.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.451e-03, size: 576, ETA: 14:26:42
2024-12-17 01:43:49.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.451e-03, size: 640, ETA: 14:26:45
2024-12-17 01:43:51.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.451e-03, size: 576, ETA: 14:26:45
2024-12-17 01:43:54.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.451e-03, size: 640, ETA: 14:26:45
2024-12-17 01:43:57.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.451e-03, size: 704, ETA: 14:26:47
2024-12-17 01:44:00.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.451e-03, size: 672, ETA: 14:26:50
2024-12-17 01:44:03.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.451e-03, size: 608, ETA: 14:26:52
2024-12-17 01:44:05.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.451e-03, size: 640, ETA: 14:26:51
2024-12-17 01:44:08.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.451e-03, size: 704, ETA: 14:26:53
2024-12-17 01:44:11.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.451e-03, size: 672, ETA: 14:26:54
2024-12-17 01:44:13.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.451e-03, size: 640, ETA: 14:26:51
2024-12-17 01:44:15.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.451e-03, size: 736, ETA: 14:26:47
2024-12-17 01:44:17.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.451e-03, size: 672, ETA: 14:26:45
2024-12-17 01:44:20.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.451e-03, size: 736, ETA: 14:26:47
2024-12-17 01:44:23.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.332s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.451e-03, size: 704, ETA: 14:26:52
2024-12-17 01:44:26.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.311s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.451e-03, size: 736, ETA: 14:26:56
2024-12-17 01:44:29.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.451e-03, size: 576, ETA: 14:26:59
2024-12-17 01:44:32.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.451e-03, size: 736, ETA: 14:26:59
2024-12-17 01:44:35.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.450e-03, size: 576, ETA: 14:27:01
2024-12-17 01:44:38.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.450e-03, size: 704, ETA: 14:27:04
2024-12-17 01:44:41.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.320s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.450e-03, size: 736, ETA: 14:27:08
2024-12-17 01:44:44.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.450e-03, size: 672, ETA: 14:27:10
2024-12-17 01:44:46.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.450e-03, size: 736, ETA: 14:27:10
2024-12-17 01:44:48.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.450e-03, size: 736, ETA: 14:27:07
2024-12-17 01:44:50.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.450e-03, size: 544, ETA: 14:27:03
2024-12-17 01:44:52.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.450e-03, size: 672, ETA: 14:26:59
2024-12-17 01:44:54.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.450e-03, size: 640, ETA: 14:26:56
2024-12-17 01:44:56.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.450e-03, size: 672, ETA: 14:26:52
2024-12-17 01:44:59.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.450e-03, size: 704, ETA: 14:26:51
2024-12-17 01:45:01.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.450e-03, size: 608, ETA: 14:26:50
2024-12-17 01:45:04.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.450e-03, size: 544, ETA: 14:26:49
2024-12-17 01:45:06.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.450e-03, size: 672, ETA: 14:26:51
2024-12-17 01:45:09.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.450e-03, size: 544, ETA: 14:26:51
2024-12-17 01:45:11.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.450e-03, size: 544, ETA: 14:26:51
2024-12-17 01:45:14.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.450e-03, size: 736, ETA: 14:26:50
2024-12-17 01:45:16.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.450e-03, size: 672, ETA: 14:26:47
2024-12-17 01:45:18.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.450e-03, size: 672, ETA: 14:26:43
2024-12-17 01:45:20.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.450e-03, size: 576, ETA: 14:26:40
2024-12-17 01:45:22.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.450e-03, size: 672, ETA: 14:26:36
2024-12-17 01:45:24.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.450e-03, size: 672, ETA: 14:26:31
2024-12-17 01:45:26.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.449e-03, size: 576, ETA: 14:26:26
2024-12-17 01:45:28.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.449e-03, size: 576, ETA: 14:26:24
2024-12-17 01:45:30.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.449e-03, size: 608, ETA: 14:26:23
2024-12-17 01:45:33.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.449e-03, size: 736, ETA: 14:26:21
2024-12-17 01:45:36.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.449e-03, size: 672, ETA: 14:26:24
2024-12-17 01:45:39.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.449e-03, size: 640, ETA: 14:26:25
2024-12-17 01:45:41.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.449e-03, size: 544, ETA: 14:26:22
2024-12-17 01:45:43.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.449e-03, size: 704, ETA: 14:26:17
2024-12-17 01:45:45.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.449e-03, size: 576, ETA: 14:26:14
2024-12-17 01:45:47.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.449e-03, size: 704, ETA: 14:26:10
2024-12-17 01:45:49.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.449e-03, size: 672, ETA: 14:26:07
2024-12-17 01:45:51.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.449e-03, size: 640, ETA: 14:26:03
2024-12-17 01:45:53.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.449e-03, size: 544, ETA: 14:26:00
2024-12-17 01:45:55.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.449e-03, size: 672, ETA: 14:26:00
2024-12-17 01:45:58.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.449e-03, size: 640, ETA: 14:26:02
2024-12-17 01:46:01.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.449e-03, size: 736, ETA: 14:26:00
2024-12-17 01:46:03.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.449e-03, size: 544, ETA: 14:25:57
2024-12-17 01:46:05.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.449e-03, size: 640, ETA: 14:25:53
2024-12-17 01:46:07.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.449e-03, size: 576, ETA: 14:25:49
2024-12-17 01:46:09.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.449e-03, size: 672, ETA: 14:25:45
2024-12-17 01:46:11.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.449e-03, size: 640, ETA: 14:25:42
2024-12-17 01:46:13.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.448e-03, size: 640, ETA: 14:25:39
2024-12-17 01:46:15.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.448e-03, size: 672, ETA: 14:25:38
2024-12-17 01:46:18.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.448e-03, size: 544, ETA: 14:25:36
2024-12-17 01:46:20.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.448e-03, size: 672, ETA: 14:25:35
2024-12-17 01:46:22.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.448e-03, size: 640, ETA: 14:25:34
2024-12-17 01:46:24.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.448e-03, size: 704, ETA: 14:25:31
2024-12-17 01:46:27.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.448e-03, size: 736, ETA: 14:25:27
2024-12-17 01:46:29.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.448e-03, size: 608, ETA: 14:25:24
2024-12-17 01:46:31.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.448e-03, size: 704, ETA: 14:25:20
2024-12-17 01:46:33.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.448e-03, size: 544, ETA: 14:25:16
2024-12-17 01:46:35.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.448e-03, size: 640, ETA: 14:25:14
2024-12-17 01:46:37.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.448e-03, size: 608, ETA: 14:25:13
2024-12-17 01:46:40.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.448e-03, size: 736, ETA: 14:25:13
2024-12-17 01:46:43.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.290s, data_time: 0.007s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.448e-03, size: 544, ETA: 14:25:15
2024-12-17 01:46:45.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 14/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.448e-03, size: 704, ETA: 14:25:15
2024-12-17 01:46:46.657 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 01:46:47.094 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch15
2024-12-17 01:46:49.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.448e-03, size: 576, ETA: 14:25:10
2024-12-17 01:46:50.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.448e-03, size: 672, ETA: 14:25:05
2024-12-17 01:46:52.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.448e-03, size: 544, ETA: 14:25:01
2024-12-17 01:46:54.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.448e-03, size: 544, ETA: 14:24:57
2024-12-17 01:46:56.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.448e-03, size: 640, ETA: 14:24:53
2024-12-17 01:46:59.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.448e-03, size: 608, ETA: 14:24:53
2024-12-17 01:47:01.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.447e-03, size: 704, ETA: 14:24:51
2024-12-17 01:47:04.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.264s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.447e-03, size: 544, ETA: 14:24:52
2024-12-17 01:47:06.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.447e-03, size: 672, ETA: 14:24:48
2024-12-17 01:47:08.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.447e-03, size: 544, ETA: 14:24:43
2024-12-17 01:47:10.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.447e-03, size: 544, ETA: 14:24:39
2024-12-17 01:47:11.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.447e-03, size: 640, ETA: 14:24:34
2024-12-17 01:47:13.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.447e-03, size: 544, ETA: 14:24:29
2024-12-17 01:47:15.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.447e-03, size: 608, ETA: 14:24:25
2024-12-17 01:47:18.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.447e-03, size: 640, ETA: 14:24:23
2024-12-17 01:47:20.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.447e-03, size: 576, ETA: 14:24:23
2024-12-17 01:47:23.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.447e-03, size: 736, ETA: 14:24:23
2024-12-17 01:47:25.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.447e-03, size: 576, ETA: 14:24:21
2024-12-17 01:47:27.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.447e-03, size: 736, ETA: 14:24:17
2024-12-17 01:47:29.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.447e-03, size: 704, ETA: 14:24:13
2024-12-17 01:47:31.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.447e-03, size: 704, ETA: 14:24:09
2024-12-17 01:47:33.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.447e-03, size: 704, ETA: 14:24:05
2024-12-17 01:47:35.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.447e-03, size: 640, ETA: 14:24:00
2024-12-17 01:47:37.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.447e-03, size: 608, ETA: 14:23:57
2024-12-17 01:47:39.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.447e-03, size: 640, ETA: 14:23:55
2024-12-17 01:47:41.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.447e-03, size: 640, ETA: 14:23:53
2024-12-17 01:47:44.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.447e-03, size: 736, ETA: 14:23:53
2024-12-17 01:47:47.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.289s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.446e-03, size: 640, ETA: 14:23:56
2024-12-17 01:47:50.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.446e-03, size: 640, ETA: 14:23:58
2024-12-17 01:47:52.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.446e-03, size: 544, ETA: 14:23:55
2024-12-17 01:47:54.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.446e-03, size: 704, ETA: 14:23:51
2024-12-17 01:47:56.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.446e-03, size: 704, ETA: 14:23:46
2024-12-17 01:47:58.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.446e-03, size: 736, ETA: 14:23:42
2024-12-17 01:48:00.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.446e-03, size: 672, ETA: 14:23:38
2024-12-17 01:48:02.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.446e-03, size: 576, ETA: 14:23:34
2024-12-17 01:48:04.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.446e-03, size: 704, ETA: 14:23:32
2024-12-17 01:48:06.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.446e-03, size: 736, ETA: 14:23:32
2024-12-17 01:48:09.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.446e-03, size: 608, ETA: 14:23:30
2024-12-17 01:48:12.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.446e-03, size: 544, ETA: 14:23:31
2024-12-17 01:48:14.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.446e-03, size: 576, ETA: 14:23:31
2024-12-17 01:48:16.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.446e-03, size: 672, ETA: 14:23:29
2024-12-17 01:48:18.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.446e-03, size: 640, ETA: 14:23:25
2024-12-17 01:48:20.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.446e-03, size: 672, ETA: 14:23:20
2024-12-17 01:48:22.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.446e-03, size: 576, ETA: 14:23:15
2024-12-17 01:48:24.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.446e-03, size: 704, ETA: 14:23:11
2024-12-17 01:48:26.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.446e-03, size: 576, ETA: 14:23:07
2024-12-17 01:48:28.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.446e-03, size: 736, ETA: 14:23:05
2024-12-17 01:48:30.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.445e-03, size: 544, ETA: 14:23:03
2024-12-17 01:48:33.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.445e-03, size: 736, ETA: 14:23:03
2024-12-17 01:48:36.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.445e-03, size: 544, ETA: 14:23:02
2024-12-17 01:48:38.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.445e-03, size: 608, ETA: 14:23:02
2024-12-17 01:48:41.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.445e-03, size: 640, ETA: 14:23:05
2024-12-17 01:48:43.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.445e-03, size: 704, ETA: 14:23:01
2024-12-17 01:48:45.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.445e-03, size: 704, ETA: 14:22:57
2024-12-17 01:48:47.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.445e-03, size: 672, ETA: 14:22:53
2024-12-17 01:48:49.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.445e-03, size: 640, ETA: 14:22:50
2024-12-17 01:48:51.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.445e-03, size: 672, ETA: 14:22:46
2024-12-17 01:48:53.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.445e-03, size: 640, ETA: 14:22:42
2024-12-17 01:48:56.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.445e-03, size: 736, ETA: 14:22:42
2024-12-17 01:48:58.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.445e-03, size: 576, ETA: 14:22:40
2024-12-17 01:49:00.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.445e-03, size: 576, ETA: 14:22:39
2024-12-17 01:49:03.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.445e-03, size: 640, ETA: 14:22:40
2024-12-17 01:49:06.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.445e-03, size: 608, ETA: 14:22:42
2024-12-17 01:49:08.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.445e-03, size: 576, ETA: 14:22:37
2024-12-17 01:49:10.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.445e-03, size: 608, ETA: 14:22:33
2024-12-17 01:49:12.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.445e-03, size: 576, ETA: 14:22:29
2024-12-17 01:49:14.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.445e-03, size: 704, ETA: 14:22:27
2024-12-17 01:49:16.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.445e-03, size: 736, ETA: 14:22:24
2024-12-17 01:49:18.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.444e-03, size: 544, ETA: 14:22:19
2024-12-17 01:49:20.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.444e-03, size: 544, ETA: 14:22:17
2024-12-17 01:49:23.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.444e-03, size: 736, ETA: 14:22:17
2024-12-17 01:49:25.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.444e-03, size: 704, ETA: 14:22:18
2024-12-17 01:49:28.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.444e-03, size: 640, ETA: 14:22:19
2024-12-17 01:49:31.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.444e-03, size: 672, ETA: 14:22:21
2024-12-17 01:49:33.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.444e-03, size: 736, ETA: 14:22:18
2024-12-17 01:49:35.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.444e-03, size: 544, ETA: 14:22:13
2024-12-17 01:49:37.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.444e-03, size: 576, ETA: 14:22:09
2024-12-17 01:49:39.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.444e-03, size: 576, ETA: 14:22:05
2024-12-17 01:49:41.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.444e-03, size: 544, ETA: 14:22:01
2024-12-17 01:49:43.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.444e-03, size: 544, ETA: 14:21:57
2024-12-17 01:49:45.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.444e-03, size: 672, ETA: 14:21:56
2024-12-17 01:49:48.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.444e-03, size: 544, ETA: 14:21:55
2024-12-17 01:49:50.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.444e-03, size: 640, ETA: 14:21:53
2024-12-17 01:49:53.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.444e-03, size: 672, ETA: 14:21:53
2024-12-17 01:49:55.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.444e-03, size: 704, ETA: 14:21:54
2024-12-17 01:49:58.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.444e-03, size: 704, ETA: 14:21:52
2024-12-17 01:50:00.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.444e-03, size: 736, ETA: 14:21:49
2024-12-17 01:50:02.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.444e-03, size: 544, ETA: 14:21:45
2024-12-17 01:50:04.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.443e-03, size: 576, ETA: 14:21:40
2024-12-17 01:50:06.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.443e-03, size: 704, ETA: 14:21:36
2024-12-17 01:50:07.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.443e-03, size: 544, ETA: 14:21:32
2024-12-17 01:50:10.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.443e-03, size: 640, ETA: 14:21:29
2024-12-17 01:50:12.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.443e-03, size: 640, ETA: 14:21:27
2024-12-17 01:50:14.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.443e-03, size: 576, ETA: 14:21:26
2024-12-17 01:50:17.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.443e-03, size: 672, ETA: 14:21:26
2024-12-17 01:50:19.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.443e-03, size: 576, ETA: 14:21:25
2024-12-17 01:50:22.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.443e-03, size: 736, ETA: 14:21:27
2024-12-17 01:50:24.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.443e-03, size: 736, ETA: 14:21:24
2024-12-17 01:50:26.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.443e-03, size: 736, ETA: 14:21:20
2024-12-17 01:50:28.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.443e-03, size: 544, ETA: 14:21:16
2024-12-17 01:50:30.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.443e-03, size: 576, ETA: 14:21:12
2024-12-17 01:50:32.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.443e-03, size: 672, ETA: 14:21:09
2024-12-17 01:50:34.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.443e-03, size: 608, ETA: 14:21:05
2024-12-17 01:50:36.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.443e-03, size: 576, ETA: 14:21:02
2024-12-17 01:50:39.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.443e-03, size: 736, ETA: 14:21:01
2024-12-17 01:50:42.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.443e-03, size: 704, ETA: 14:21:03
2024-12-17 01:50:44.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.443e-03, size: 672, ETA: 14:21:02
2024-12-17 01:50:47.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.443e-03, size: 608, ETA: 14:21:02
2024-12-17 01:50:49.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.442e-03, size: 672, ETA: 14:20:59
2024-12-17 01:50:51.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.442e-03, size: 672, ETA: 14:20:55
2024-12-17 01:50:53.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.442e-03, size: 736, ETA: 14:20:51
2024-12-17 01:50:55.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.442e-03, size: 704, ETA: 14:20:48
2024-12-17 01:50:57.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.442e-03, size: 736, ETA: 14:20:44
2024-12-17 01:50:59.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.442e-03, size: 608, ETA: 14:20:40
2024-12-17 01:51:01.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.442e-03, size: 576, ETA: 14:20:38
2024-12-17 01:51:03.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.442e-03, size: 608, ETA: 14:20:37
2024-12-17 01:51:06.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.442e-03, size: 576, ETA: 14:20:35
2024-12-17 01:51:09.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.442e-03, size: 704, ETA: 14:20:38
2024-12-17 01:51:12.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.442e-03, size: 672, ETA: 14:20:40
2024-12-17 01:51:14.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.442e-03, size: 576, ETA: 14:20:37
2024-12-17 01:51:16.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.442e-03, size: 640, ETA: 14:20:32
2024-12-17 01:51:18.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.442e-03, size: 608, ETA: 14:20:28
2024-12-17 01:51:20.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.442e-03, size: 608, ETA: 14:20:24
2024-12-17 01:51:22.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.442e-03, size: 544, ETA: 14:20:21
2024-12-17 01:51:24.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.442e-03, size: 672, ETA: 14:20:17
2024-12-17 01:51:26.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.442e-03, size: 672, ETA: 14:20:15
2024-12-17 01:51:28.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.442e-03, size: 704, ETA: 14:20:14
2024-12-17 01:51:31.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.442e-03, size: 576, ETA: 14:20:12
2024-12-17 01:51:33.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.441e-03, size: 704, ETA: 14:20:11
2024-12-17 01:51:36.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.313s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.441e-03, size: 704, ETA: 14:20:15
2024-12-17 01:51:38.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.441e-03, size: 640, ETA: 14:20:12
2024-12-17 01:51:40.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.441e-03, size: 672, ETA: 14:20:09
2024-12-17 01:51:42.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.441e-03, size: 640, ETA: 14:20:05
2024-12-17 01:51:44.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.441e-03, size: 544, ETA: 14:20:00
2024-12-17 01:51:46.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.441e-03, size: 608, ETA: 14:19:56
2024-12-17 01:51:48.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.441e-03, size: 704, ETA: 14:19:52
2024-12-17 01:51:50.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.441e-03, size: 704, ETA: 14:19:50
2024-12-17 01:51:53.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.441e-03, size: 640, ETA: 14:19:49
2024-12-17 01:51:55.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.441e-03, size: 736, ETA: 14:19:49
2024-12-17 01:51:58.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.441e-03, size: 672, ETA: 14:19:49
2024-12-17 01:52:01.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.441e-03, size: 608, ETA: 14:19:52
2024-12-17 01:52:03.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.441e-03, size: 704, ETA: 14:19:50
2024-12-17 01:52:05.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.441e-03, size: 640, ETA: 14:19:47
2024-12-17 01:52:07.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.441e-03, size: 640, ETA: 14:19:43
2024-12-17 01:52:10.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.441e-03, size: 576, ETA: 14:19:40
2024-12-17 01:52:12.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.441e-03, size: 608, ETA: 14:19:36
2024-12-17 01:52:14.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.441e-03, size: 640, ETA: 14:19:33
2024-12-17 01:52:16.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.441e-03, size: 576, ETA: 14:19:31
2024-12-17 01:52:18.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.440e-03, size: 736, ETA: 14:19:30
2024-12-17 01:52:21.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.440e-03, size: 672, ETA: 14:19:29
2024-12-17 01:52:24.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.440e-03, size: 640, ETA: 14:19:30
2024-12-17 01:52:26.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.440e-03, size: 576, ETA: 14:19:30
2024-12-17 01:52:29.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.440e-03, size: 736, ETA: 14:19:30
2024-12-17 01:52:31.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.440e-03, size: 576, ETA: 14:19:27
2024-12-17 01:52:33.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.440e-03, size: 608, ETA: 14:19:23
2024-12-17 01:52:35.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.440e-03, size: 736, ETA: 14:19:19
2024-12-17 01:52:37.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.440e-03, size: 704, ETA: 14:19:17
2024-12-17 01:52:39.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.440e-03, size: 576, ETA: 14:19:14
2024-12-17 01:52:42.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.440e-03, size: 736, ETA: 14:19:13
2024-12-17 01:52:44.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.440e-03, size: 640, ETA: 14:19:13
2024-12-17 01:52:47.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.440e-03, size: 544, ETA: 14:19:12
2024-12-17 01:52:49.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.440e-03, size: 672, ETA: 14:19:13
2024-12-17 01:52:52.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.440e-03, size: 640, ETA: 14:19:14
2024-12-17 01:52:55.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.440e-03, size: 640, ETA: 14:19:14
2024-12-17 01:52:57.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.440e-03, size: 672, ETA: 14:19:10
2024-12-17 01:52:59.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.440e-03, size: 672, ETA: 14:19:07
2024-12-17 01:53:01.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.440e-03, size: 576, ETA: 14:19:02
2024-12-17 01:53:03.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.440e-03, size: 640, ETA: 14:18:58
2024-12-17 01:53:04.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.439e-03, size: 576, ETA: 14:18:53
2024-12-17 01:53:06.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.439e-03, size: 608, ETA: 14:18:49
2024-12-17 01:53:08.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.439e-03, size: 576, ETA: 14:18:46
2024-12-17 01:53:11.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.439e-03, size: 608, ETA: 14:18:43
2024-12-17 01:53:13.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.439e-03, size: 704, ETA: 14:18:41
2024-12-17 01:53:15.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.439e-03, size: 544, ETA: 14:18:40
2024-12-17 01:53:18.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.439e-03, size: 640, ETA: 14:18:39
2024-12-17 01:53:20.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.439e-03, size: 736, ETA: 14:18:38
2024-12-17 01:53:22.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.439e-03, size: 608, ETA: 14:18:34
2024-12-17 01:53:24.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.439e-03, size: 544, ETA: 14:18:29
2024-12-17 01:53:26.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.439e-03, size: 672, ETA: 14:18:25
2024-12-17 01:53:28.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.439e-03, size: 704, ETA: 14:18:22
2024-12-17 01:53:30.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.439e-03, size: 736, ETA: 14:18:19
2024-12-17 01:53:32.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.439e-03, size: 576, ETA: 14:18:17
2024-12-17 01:53:35.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.439e-03, size: 544, ETA: 14:18:14
2024-12-17 01:53:37.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.439e-03, size: 608, ETA: 14:18:13
2024-12-17 01:53:39.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.439e-03, size: 640, ETA: 14:18:12
2024-12-17 01:53:42.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.439e-03, size: 704, ETA: 14:18:14
2024-12-17 01:53:45.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.439e-03, size: 672, ETA: 14:18:14
2024-12-17 01:53:47.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.438e-03, size: 672, ETA: 14:18:11
2024-12-17 01:53:49.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.438e-03, size: 544, ETA: 14:18:06
2024-12-17 01:53:51.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.438e-03, size: 736, ETA: 14:18:02
2024-12-17 01:53:53.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.438e-03, size: 544, ETA: 14:17:58
2024-12-17 01:53:55.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.438e-03, size: 576, ETA: 14:17:53
2024-12-17 01:53:57.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.438e-03, size: 736, ETA: 14:17:50
2024-12-17 01:53:59.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 2.438e-03, size: 736, ETA: 14:17:49
2024-12-17 01:54:02.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.438e-03, size: 672, ETA: 14:17:49
2024-12-17 01:54:04.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.438e-03, size: 704, ETA: 14:17:48
2024-12-17 01:54:06.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.438e-03, size: 704, ETA: 14:17:45
2024-12-17 01:54:09.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.438e-03, size: 672, ETA: 14:17:44
2024-12-17 01:54:11.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.438e-03, size: 576, ETA: 14:17:42
2024-12-17 01:54:13.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.438e-03, size: 640, ETA: 14:17:41
2024-12-17 01:54:16.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.438e-03, size: 576, ETA: 14:17:39
2024-12-17 01:54:18.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.438e-03, size: 736, ETA: 14:17:37
2024-12-17 01:54:20.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.438e-03, size: 608, ETA: 14:17:37
2024-12-17 01:54:23.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.438e-03, size: 608, ETA: 14:17:35
2024-12-17 01:54:24.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.438e-03, size: 544, ETA: 14:17:29
2024-12-17 01:54:26.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.438e-03, size: 576, ETA: 14:17:24
2024-12-17 01:54:29.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.438e-03, size: 576, ETA: 14:17:22
2024-12-17 01:54:31.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.437e-03, size: 704, ETA: 14:17:21
2024-12-17 01:54:33.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.437e-03, size: 544, ETA: 14:17:20
2024-12-17 01:54:35.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.437e-03, size: 704, ETA: 14:17:16
2024-12-17 01:54:37.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.437e-03, size: 736, ETA: 14:17:13
2024-12-17 01:54:39.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.437e-03, size: 640, ETA: 14:17:09
2024-12-17 01:54:42.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.437e-03, size: 576, ETA: 14:17:07
2024-12-17 01:54:44.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.437e-03, size: 704, ETA: 14:17:05
2024-12-17 01:54:47.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.437e-03, size: 672, ETA: 14:17:05
2024-12-17 01:54:49.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.437e-03, size: 704, ETA: 14:17:06
2024-12-17 01:54:52.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.437e-03, size: 576, ETA: 14:17:07
2024-12-17 01:54:54.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.437e-03, size: 640, ETA: 14:17:04
2024-12-17 01:54:56.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.437e-03, size: 576, ETA: 14:16:59
2024-12-17 01:54:58.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.437e-03, size: 672, ETA: 14:16:56
2024-12-17 01:55:00.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.437e-03, size: 608, ETA: 14:16:52
2024-12-17 01:55:02.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.437e-03, size: 736, ETA: 14:16:48
2024-12-17 01:55:04.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.437e-03, size: 608, ETA: 14:16:44
2024-12-17 01:55:06.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.437e-03, size: 640, ETA: 14:16:42
2024-12-17 01:55:09.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.437e-03, size: 640, ETA: 14:16:41
2024-12-17 01:55:11.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.437e-03, size: 672, ETA: 14:16:41
2024-12-17 01:55:14.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.436e-03, size: 704, ETA: 14:16:43
2024-12-17 01:55:17.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.436e-03, size: 608, ETA: 14:16:45
2024-12-17 01:55:19.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.436e-03, size: 608, ETA: 14:16:41
2024-12-17 01:55:21.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.436e-03, size: 608, ETA: 14:16:36
2024-12-17 01:55:23.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.436e-03, size: 608, ETA: 14:16:31
2024-12-17 01:55:25.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.436e-03, size: 672, ETA: 14:16:27
2024-12-17 01:55:27.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.436e-03, size: 640, ETA: 14:16:23
2024-12-17 01:55:28.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.436e-03, size: 640, ETA: 14:16:19
2024-12-17 01:55:31.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.436e-03, size: 544, ETA: 14:16:16
2024-12-17 01:55:33.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.436e-03, size: 736, ETA: 14:16:16
2024-12-17 01:55:36.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.436e-03, size: 704, ETA: 14:16:16
2024-12-17 01:55:38.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.436e-03, size: 640, ETA: 14:16:16
2024-12-17 01:55:41.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.436e-03, size: 736, ETA: 14:16:17
2024-12-17 01:55:43.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.436e-03, size: 736, ETA: 14:16:15
2024-12-17 01:55:46.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.222s, data_time: 0.007s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.436e-03, size: 608, ETA: 14:16:12
2024-12-17 01:55:47.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 15/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.172s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.436e-03, size: 576, ETA: 14:16:07
2024-12-17 01:55:48.520 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 01:55:48.952 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch16
2024-12-17 01:55:51.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.436e-03, size: 608, ETA: 14:16:02
2024-12-17 01:55:52.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.436e-03, size: 608, ETA: 14:15:58
2024-12-17 01:55:55.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.436e-03, size: 640, ETA: 14:15:55
2024-12-17 01:55:56.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.435e-03, size: 544, ETA: 14:15:49
2024-12-17 01:55:58.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.435e-03, size: 672, ETA: 14:15:45
2024-12-17 01:56:00.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.435e-03, size: 736, ETA: 14:15:43
2024-12-17 01:56:02.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.435e-03, size: 576, ETA: 14:15:38
2024-12-17 01:56:05.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.435e-03, size: 704, ETA: 14:15:36
2024-12-17 01:56:07.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.435e-03, size: 576, ETA: 14:15:34
2024-12-17 01:56:09.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.435e-03, size: 544, ETA: 14:15:31
2024-12-17 01:56:12.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.435e-03, size: 608, ETA: 14:15:32
2024-12-17 01:56:14.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.435e-03, size: 672, ETA: 14:15:33
2024-12-17 01:56:17.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.435e-03, size: 672, ETA: 14:15:32
2024-12-17 01:56:19.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.435e-03, size: 672, ETA: 14:15:28
2024-12-17 01:56:21.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.435e-03, size: 704, ETA: 14:15:24
2024-12-17 01:56:23.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.435e-03, size: 640, ETA: 14:15:19
2024-12-17 01:56:25.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.435e-03, size: 608, ETA: 14:15:15
2024-12-17 01:56:27.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.435e-03, size: 576, ETA: 14:15:11
2024-12-17 01:56:28.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.435e-03, size: 576, ETA: 14:15:07
2024-12-17 01:56:31.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.435e-03, size: 608, ETA: 14:15:05
2024-12-17 01:56:33.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.435e-03, size: 576, ETA: 14:15:02
2024-12-17 01:56:35.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.434e-03, size: 640, ETA: 14:15:02
2024-12-17 01:56:38.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.434e-03, size: 672, ETA: 14:15:03
2024-12-17 01:56:41.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.434e-03, size: 736, ETA: 14:15:05
2024-12-17 01:56:43.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.434e-03, size: 576, ETA: 14:15:00
2024-12-17 01:56:45.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.434e-03, size: 640, ETA: 14:14:56
2024-12-17 01:56:47.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.434e-03, size: 672, ETA: 14:14:52
2024-12-17 01:56:49.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.434e-03, size: 704, ETA: 14:14:49
2024-12-17 01:56:51.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.434e-03, size: 704, ETA: 14:14:46
2024-12-17 01:56:53.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.434e-03, size: 608, ETA: 14:14:41
2024-12-17 01:56:55.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.434e-03, size: 608, ETA: 14:14:40
2024-12-17 01:56:58.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.434e-03, size: 736, ETA: 14:14:38
2024-12-17 01:57:00.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.434e-03, size: 736, ETA: 14:14:40
2024-12-17 01:57:04.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.307s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.434e-03, size: 640, ETA: 14:14:43
2024-12-17 01:57:06.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.434e-03, size: 704, ETA: 14:14:44
2024-12-17 01:57:08.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.434e-03, size: 704, ETA: 14:14:40
2024-12-17 01:57:10.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.214s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.434e-03, size: 704, ETA: 14:14:37
2024-12-17 01:57:13.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.434e-03, size: 640, ETA: 14:14:34
2024-12-17 01:57:15.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.434e-03, size: 640, ETA: 14:14:31
2024-12-17 01:57:16.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.434e-03, size: 576, ETA: 14:14:26
2024-12-17 01:57:19.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.433e-03, size: 704, ETA: 14:14:24
2024-12-17 01:57:21.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.433e-03, size: 736, ETA: 14:14:25
2024-12-17 01:57:24.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.433e-03, size: 608, ETA: 14:14:23
2024-12-17 01:57:27.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.433e-03, size: 576, ETA: 14:14:24
2024-12-17 01:57:29.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.433e-03, size: 576, ETA: 14:14:25
2024-12-17 01:57:32.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.433e-03, size: 704, ETA: 14:14:24
2024-12-17 01:57:34.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.433e-03, size: 672, ETA: 14:14:20
2024-12-17 01:57:35.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.433e-03, size: 640, ETA: 14:14:15
2024-12-17 01:57:37.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.433e-03, size: 576, ETA: 14:14:10
2024-12-17 01:57:39.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.433e-03, size: 672, ETA: 14:14:07
2024-12-17 01:57:41.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.433e-03, size: 704, ETA: 14:14:03
2024-12-17 01:57:44.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.433e-03, size: 544, ETA: 14:14:02
2024-12-17 01:57:47.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.433e-03, size: 672, ETA: 14:14:05
2024-12-17 01:57:49.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.433e-03, size: 544, ETA: 14:14:01
2024-12-17 01:57:51.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.433e-03, size: 736, ETA: 14:14:00
2024-12-17 01:57:54.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.433e-03, size: 736, ETA: 14:13:59
2024-12-17 01:57:56.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.433e-03, size: 544, ETA: 14:13:57
2024-12-17 01:57:59.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.433e-03, size: 736, ETA: 14:13:58
2024-12-17 01:58:01.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.433e-03, size: 704, ETA: 14:13:59
2024-12-17 01:58:03.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.432e-03, size: 544, ETA: 14:13:55
2024-12-17 01:58:06.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.432e-03, size: 736, ETA: 14:13:52
2024-12-17 01:58:07.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.171s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.432e-03, size: 544, ETA: 14:13:46
2024-12-17 01:58:09.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.432e-03, size: 640, ETA: 14:13:43
2024-12-17 01:58:11.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.432e-03, size: 576, ETA: 14:13:38
2024-12-17 01:58:13.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.432e-03, size: 736, ETA: 14:13:34
2024-12-17 01:58:15.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.432e-03, size: 704, ETA: 14:13:32
2024-12-17 01:58:17.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.432e-03, size: 576, ETA: 14:13:29
2024-12-17 01:58:20.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.432e-03, size: 544, ETA: 14:13:27
2024-12-17 01:58:22.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.432e-03, size: 704, ETA: 14:13:28
2024-12-17 01:58:25.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.432e-03, size: 576, ETA: 14:13:27
2024-12-17 01:58:27.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.432e-03, size: 544, ETA: 14:13:24
2024-12-17 01:58:29.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.432e-03, size: 576, ETA: 14:13:19
2024-12-17 01:58:31.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.432e-03, size: 672, ETA: 14:13:15
2024-12-17 01:58:33.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.432e-03, size: 640, ETA: 14:13:12
2024-12-17 01:58:35.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.432e-03, size: 608, ETA: 14:13:07
2024-12-17 01:58:37.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.432e-03, size: 544, ETA: 14:13:03
2024-12-17 01:58:39.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.432e-03, size: 672, ETA: 14:13:00
2024-12-17 01:58:41.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.431e-03, size: 704, ETA: 14:12:59
2024-12-17 01:58:44.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.431e-03, size: 704, ETA: 14:13:00
2024-12-17 01:58:47.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.431e-03, size: 672, ETA: 14:13:01
2024-12-17 01:58:50.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.431e-03, size: 640, ETA: 14:13:03
2024-12-17 01:58:52.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.431e-03, size: 704, ETA: 14:13:04
2024-12-17 01:58:54.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.431e-03, size: 640, ETA: 14:13:00
2024-12-17 01:58:56.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.431e-03, size: 544, ETA: 14:12:55
2024-12-17 01:58:58.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.431e-03, size: 544, ETA: 14:12:50
2024-12-17 01:59:00.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.431e-03, size: 672, ETA: 14:12:47
2024-12-17 01:59:02.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.431e-03, size: 672, ETA: 14:12:43
2024-12-17 01:59:04.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.431e-03, size: 640, ETA: 14:12:39
2024-12-17 01:59:06.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.431e-03, size: 544, ETA: 14:12:36
2024-12-17 01:59:08.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.431e-03, size: 544, ETA: 14:12:34
2024-12-17 01:59:11.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.431e-03, size: 672, ETA: 14:12:35
2024-12-17 01:59:14.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.431e-03, size: 704, ETA: 14:12:35
2024-12-17 01:59:16.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.431e-03, size: 608, ETA: 14:12:35
2024-12-17 01:59:18.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.431e-03, size: 672, ETA: 14:12:31
2024-12-17 01:59:20.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.431e-03, size: 608, ETA: 14:12:26
2024-12-17 01:59:22.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.431e-03, size: 544, ETA: 14:12:22
2024-12-17 01:59:24.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.430e-03, size: 672, ETA: 14:12:18
2024-12-17 01:59:26.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.430e-03, size: 736, ETA: 14:12:15
2024-12-17 01:59:28.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.430e-03, size: 704, ETA: 14:12:12
2024-12-17 01:59:30.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.430e-03, size: 704, ETA: 14:12:08
2024-12-17 01:59:32.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.430e-03, size: 640, ETA: 14:12:05
2024-12-17 01:59:35.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.430e-03, size: 736, ETA: 14:12:04
2024-12-17 01:59:37.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.430e-03, size: 576, ETA: 14:12:03
2024-12-17 01:59:39.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.430e-03, size: 544, ETA: 14:12:02
2024-12-17 01:59:42.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.430e-03, size: 544, ETA: 14:12:01
2024-12-17 01:59:44.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.430e-03, size: 672, ETA: 14:11:59
2024-12-17 01:59:46.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.430e-03, size: 576, ETA: 14:11:54
2024-12-17 01:59:48.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.430e-03, size: 576, ETA: 14:11:49
2024-12-17 01:59:50.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.430e-03, size: 576, ETA: 14:11:44
2024-12-17 01:59:52.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.430e-03, size: 672, ETA: 14:11:40
2024-12-17 01:59:53.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.430e-03, size: 672, ETA: 14:11:35
2024-12-17 01:59:56.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.430e-03, size: 608, ETA: 14:11:33
2024-12-17 01:59:58.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.430e-03, size: 736, ETA: 14:11:33
2024-12-17 02:00:01.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.430e-03, size: 608, ETA: 14:11:32
2024-12-17 02:00:03.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.429e-03, size: 608, ETA: 14:11:32
2024-12-17 02:00:06.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.429e-03, size: 736, ETA: 14:11:33
2024-12-17 02:00:08.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.429e-03, size: 640, ETA: 14:11:31
2024-12-17 02:00:11.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.429e-03, size: 544, ETA: 14:11:29
2024-12-17 02:00:13.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.429e-03, size: 608, ETA: 14:11:28
2024-12-17 02:00:16.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.429e-03, size: 640, ETA: 14:11:28
2024-12-17 02:00:18.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.429e-03, size: 640, ETA: 14:11:26
2024-12-17 02:00:20.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.429e-03, size: 672, ETA: 14:11:25
2024-12-17 02:00:22.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.429e-03, size: 576, ETA: 14:11:20
2024-12-17 02:00:24.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.429e-03, size: 704, ETA: 14:11:17
2024-12-17 02:00:26.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.429e-03, size: 576, ETA: 14:11:12
2024-12-17 02:00:28.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.429e-03, size: 608, ETA: 14:11:08
2024-12-17 02:00:30.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.429e-03, size: 704, ETA: 14:11:04
2024-12-17 02:00:32.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.429e-03, size: 736, ETA: 14:11:01
2024-12-17 02:00:34.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.429e-03, size: 736, ETA: 14:11:00
2024-12-17 02:00:37.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.429e-03, size: 544, ETA: 14:10:57
2024-12-17 02:00:39.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.429e-03, size: 704, ETA: 14:10:57
2024-12-17 02:00:42.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.429e-03, size: 736, ETA: 14:10:58
2024-12-17 02:00:44.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.428e-03, size: 704, ETA: 14:10:58
2024-12-17 02:00:47.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.428e-03, size: 736, ETA: 14:10:56
2024-12-17 02:00:49.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.428e-03, size: 544, ETA: 14:10:51
2024-12-17 02:00:50.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.428e-03, size: 544, ETA: 14:10:46
2024-12-17 02:00:52.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.428e-03, size: 640, ETA: 14:10:43
2024-12-17 02:00:54.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.428e-03, size: 640, ETA: 14:10:39
2024-12-17 02:00:56.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.428e-03, size: 640, ETA: 14:10:35
2024-12-17 02:00:59.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.428e-03, size: 672, ETA: 14:10:32
2024-12-17 02:01:01.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.428e-03, size: 640, ETA: 14:10:31
2024-12-17 02:01:03.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.428e-03, size: 544, ETA: 14:10:29
2024-12-17 02:01:06.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.428e-03, size: 704, ETA: 14:10:30
2024-12-17 02:01:08.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.428e-03, size: 544, ETA: 14:10:29
2024-12-17 02:01:11.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.428e-03, size: 704, ETA: 14:10:29
2024-12-17 02:01:13.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.428e-03, size: 576, ETA: 14:10:25
2024-12-17 02:01:15.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.428e-03, size: 544, ETA: 14:10:22
2024-12-17 02:01:17.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.428e-03, size: 640, ETA: 14:10:17
2024-12-17 02:01:19.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.428e-03, size: 736, ETA: 14:10:14
2024-12-17 02:01:21.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.428e-03, size: 640, ETA: 14:10:11
2024-12-17 02:01:23.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.427e-03, size: 704, ETA: 14:10:09
2024-12-17 02:01:26.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.427e-03, size: 736, ETA: 14:10:07
2024-12-17 02:01:28.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.427e-03, size: 608, ETA: 14:10:03
2024-12-17 02:01:30.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 2.427e-03, size: 672, ETA: 14:10:04
2024-12-17 02:01:33.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.427e-03, size: 736, ETA: 14:10:06
2024-12-17 02:01:35.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.427e-03, size: 544, ETA: 14:10:03
2024-12-17 02:01:38.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.427e-03, size: 672, ETA: 14:10:00
2024-12-17 02:01:40.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.427e-03, size: 544, ETA: 14:09:57
2024-12-17 02:01:41.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.427e-03, size: 576, ETA: 14:09:53
2024-12-17 02:01:43.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.427e-03, size: 576, ETA: 14:09:48
2024-12-17 02:01:45.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.427e-03, size: 736, ETA: 14:09:44
2024-12-17 02:01:48.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.427e-03, size: 704, ETA: 14:09:43
2024-12-17 02:01:50.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.427e-03, size: 672, ETA: 14:09:41
2024-12-17 02:01:53.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.427e-03, size: 640, ETA: 14:09:41
2024-12-17 02:01:55.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.427e-03, size: 608, ETA: 14:09:41
2024-12-17 02:01:58.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.427e-03, size: 544, ETA: 14:09:41
2024-12-17 02:02:00.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.427e-03, size: 544, ETA: 14:09:40
2024-12-17 02:02:02.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.427e-03, size: 704, ETA: 14:09:37
2024-12-17 02:02:04.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.426e-03, size: 608, ETA: 14:09:33
2024-12-17 02:02:07.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.426e-03, size: 672, ETA: 14:09:31
2024-12-17 02:02:09.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.426e-03, size: 672, ETA: 14:09:27
2024-12-17 02:02:11.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.426e-03, size: 704, ETA: 14:09:25
2024-12-17 02:02:13.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.426e-03, size: 544, ETA: 14:09:22
2024-12-17 02:02:15.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.426e-03, size: 576, ETA: 14:09:20
2024-12-17 02:02:18.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.426e-03, size: 736, ETA: 14:09:18
2024-12-17 02:02:20.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.426e-03, size: 608, ETA: 14:09:19
2024-12-17 02:02:23.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.426e-03, size: 544, ETA: 14:09:18
2024-12-17 02:02:25.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.426e-03, size: 576, ETA: 14:09:18
2024-12-17 02:02:27.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.426e-03, size: 672, ETA: 14:09:14
2024-12-17 02:02:29.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.426e-03, size: 576, ETA: 14:09:10
2024-12-17 02:02:31.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.426e-03, size: 736, ETA: 14:09:07
2024-12-17 02:02:34.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.426e-03, size: 736, ETA: 14:09:05
2024-12-17 02:02:36.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.426e-03, size: 704, ETA: 14:09:01
2024-12-17 02:02:38.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.426e-03, size: 736, ETA: 14:09:00
2024-12-17 02:02:40.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.426e-03, size: 640, ETA: 14:08:57
2024-12-17 02:02:42.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.426e-03, size: 544, ETA: 14:08:55
2024-12-17 02:02:45.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.425e-03, size: 608, ETA: 14:08:55
2024-12-17 02:02:47.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.425e-03, size: 576, ETA: 14:08:54
2024-12-17 02:02:50.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.425e-03, size: 672, ETA: 14:08:54
2024-12-17 02:02:52.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.425e-03, size: 576, ETA: 14:08:49
2024-12-17 02:02:54.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.425e-03, size: 672, ETA: 14:08:45
2024-12-17 02:02:56.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.425e-03, size: 736, ETA: 14:08:43
2024-12-17 02:02:58.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.425e-03, size: 736, ETA: 14:08:40
2024-12-17 02:03:00.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.425e-03, size: 640, ETA: 14:08:36
2024-12-17 02:03:02.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.425e-03, size: 704, ETA: 14:08:33
2024-12-17 02:03:04.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.425e-03, size: 672, ETA: 14:08:30
2024-12-17 02:03:07.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.425e-03, size: 608, ETA: 14:08:29
2024-12-17 02:03:10.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.425e-03, size: 640, ETA: 14:08:31
2024-12-17 02:03:13.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.425e-03, size: 736, ETA: 14:08:32
2024-12-17 02:03:15.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.425e-03, size: 704, ETA: 14:08:33
2024-12-17 02:03:17.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.425e-03, size: 576, ETA: 14:08:29
2024-12-17 02:03:19.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.425e-03, size: 736, ETA: 14:08:26
2024-12-17 02:03:21.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.425e-03, size: 704, ETA: 14:08:22
2024-12-17 02:03:23.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.424e-03, size: 704, ETA: 14:08:19
2024-12-17 02:03:25.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.424e-03, size: 544, ETA: 14:08:14
2024-12-17 02:03:27.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.424e-03, size: 672, ETA: 14:08:09
2024-12-17 02:03:29.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.424e-03, size: 704, ETA: 14:08:09
2024-12-17 02:03:32.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.424e-03, size: 608, ETA: 14:08:07
2024-12-17 02:03:34.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.424e-03, size: 544, ETA: 14:08:06
2024-12-17 02:03:37.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.424e-03, size: 544, ETA: 14:08:04
2024-12-17 02:03:39.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.424e-03, size: 640, ETA: 14:08:05
2024-12-17 02:03:41.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.424e-03, size: 576, ETA: 14:08:01
2024-12-17 02:03:44.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.424e-03, size: 736, ETA: 14:07:59
2024-12-17 02:03:45.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.424e-03, size: 544, ETA: 14:07:54
2024-12-17 02:03:47.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.424e-03, size: 608, ETA: 14:07:50
2024-12-17 02:03:49.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.424e-03, size: 672, ETA: 14:07:46
2024-12-17 02:03:51.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.424e-03, size: 736, ETA: 14:07:44
2024-12-17 02:03:54.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.424e-03, size: 672, ETA: 14:07:42
2024-12-17 02:03:56.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.424e-03, size: 672, ETA: 14:07:40
2024-12-17 02:03:58.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.424e-03, size: 640, ETA: 14:07:39
2024-12-17 02:04:02.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.311s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.424e-03, size: 736, ETA: 14:07:42
2024-12-17 02:04:04.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.423e-03, size: 608, ETA: 14:07:43
2024-12-17 02:04:06.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.423e-03, size: 544, ETA: 14:07:39
2024-12-17 02:04:08.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.423e-03, size: 704, ETA: 14:07:36
2024-12-17 02:04:10.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.423e-03, size: 608, ETA: 14:07:32
2024-12-17 02:04:13.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.423e-03, size: 736, ETA: 14:07:31
2024-12-17 02:04:15.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.423e-03, size: 640, ETA: 14:07:28
2024-12-17 02:04:17.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.423e-03, size: 640, ETA: 14:07:25
2024-12-17 02:04:19.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.423e-03, size: 576, ETA: 14:07:24
2024-12-17 02:04:22.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.423e-03, size: 608, ETA: 14:07:21
2024-12-17 02:04:24.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.423e-03, size: 672, ETA: 14:07:18
2024-12-17 02:04:26.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.204s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.423e-03, size: 640, ETA: 14:07:15
2024-12-17 02:04:28.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.423e-03, size: 640, ETA: 14:07:11
2024-12-17 02:04:30.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.423e-03, size: 576, ETA: 14:07:07
2024-12-17 02:04:32.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.423e-03, size: 704, ETA: 14:07:03
2024-12-17 02:04:34.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.423e-03, size: 672, ETA: 14:07:00
2024-12-17 02:04:36.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.423e-03, size: 704, ETA: 14:06:56
2024-12-17 02:04:38.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.423e-03, size: 640, ETA: 14:06:53
2024-12-17 02:04:39.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.422e-03, size: 544, ETA: 14:06:48
2024-12-17 02:04:42.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.422e-03, size: 736, ETA: 14:06:45
2024-12-17 02:04:44.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.209s, data_time: 0.007s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.422e-03, size: 672, ETA: 14:06:42
2024-12-17 02:04:46.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 16/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.422e-03, size: 608, ETA: 14:06:38
2024-12-17 02:04:46.905 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 02:04:47.323 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch17
2024-12-17 02:04:49.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.422e-03, size: 576, ETA: 14:06:33
2024-12-17 02:04:51.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.422e-03, size: 704, ETA: 14:06:29
2024-12-17 02:04:53.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.422e-03, size: 544, ETA: 14:06:26
2024-12-17 02:04:55.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.422e-03, size: 544, ETA: 14:06:22
2024-12-17 02:04:57.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.422e-03, size: 608, ETA: 14:06:18
2024-12-17 02:04:59.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.422e-03, size: 576, ETA: 14:06:14
2024-12-17 02:05:01.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.422e-03, size: 640, ETA: 14:06:10
2024-12-17 02:05:03.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.422e-03, size: 704, ETA: 14:06:07
2024-12-17 02:05:05.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.422e-03, size: 736, ETA: 14:06:04
2024-12-17 02:05:07.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.422e-03, size: 704, ETA: 14:06:01
2024-12-17 02:05:09.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.422e-03, size: 576, ETA: 14:05:58
2024-12-17 02:05:11.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.422e-03, size: 704, ETA: 14:05:56
2024-12-17 02:05:14.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.422e-03, size: 640, ETA: 14:05:54
2024-12-17 02:05:16.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 608, ETA: 14:05:53
2024-12-17 02:05:18.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 608, ETA: 14:05:49
2024-12-17 02:05:20.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.421e-03, size: 544, ETA: 14:05:45
2024-12-17 02:05:22.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.421e-03, size: 544, ETA: 14:05:40
2024-12-17 02:05:24.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.421e-03, size: 544, ETA: 14:05:35
2024-12-17 02:05:25.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.421e-03, size: 608, ETA: 14:05:31
2024-12-17 02:05:27.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 640, ETA: 14:05:26
2024-12-17 02:05:29.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 608, ETA: 14:05:22
2024-12-17 02:05:31.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 736, ETA: 14:05:18
2024-12-17 02:05:33.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 608, ETA: 14:05:14
2024-12-17 02:05:35.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.421e-03, size: 544, ETA: 14:05:10
2024-12-17 02:05:37.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.421e-03, size: 576, ETA: 14:05:06
2024-12-17 02:05:39.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 544, ETA: 14:05:03
2024-12-17 02:05:41.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.421e-03, size: 576, ETA: 14:05:00
2024-12-17 02:05:43.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.421e-03, size: 640, ETA: 14:04:56
2024-12-17 02:05:45.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.421e-03, size: 640, ETA: 14:04:52
2024-12-17 02:05:47.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.421e-03, size: 672, ETA: 14:04:48
2024-12-17 02:05:49.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.420e-03, size: 672, ETA: 14:04:44
2024-12-17 02:05:51.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.420e-03, size: 672, ETA: 14:04:40
2024-12-17 02:05:53.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.420e-03, size: 640, ETA: 14:04:37
2024-12-17 02:05:55.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.420e-03, size: 544, ETA: 14:04:33
2024-12-17 02:05:56.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.420e-03, size: 544, ETA: 14:04:27
2024-12-17 02:05:58.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.420e-03, size: 544, ETA: 14:04:23
2024-12-17 02:06:00.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.420e-03, size: 608, ETA: 14:04:18
2024-12-17 02:06:02.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.420e-03, size: 672, ETA: 14:04:15
2024-12-17 02:06:04.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.420e-03, size: 544, ETA: 14:04:11
2024-12-17 02:06:06.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.420e-03, size: 672, ETA: 14:04:06
2024-12-17 02:06:08.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.420e-03, size: 672, ETA: 14:04:03
2024-12-17 02:06:10.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.420e-03, size: 736, ETA: 14:04:00
2024-12-17 02:06:12.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.420e-03, size: 608, ETA: 14:03:56
2024-12-17 02:06:14.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.420e-03, size: 736, ETA: 14:03:53
2024-12-17 02:06:16.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.420e-03, size: 640, ETA: 14:03:49
2024-12-17 02:06:18.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.420e-03, size: 544, ETA: 14:03:45
2024-12-17 02:06:20.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.420e-03, size: 608, ETA: 14:03:40
2024-12-17 02:06:22.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.420e-03, size: 640, ETA: 14:03:36
2024-12-17 02:06:24.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.419e-03, size: 640, ETA: 14:03:33
2024-12-17 02:06:26.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.419e-03, size: 736, ETA: 14:03:30
2024-12-17 02:06:28.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.419e-03, size: 544, ETA: 14:03:26
2024-12-17 02:06:30.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.419e-03, size: 704, ETA: 14:03:23
2024-12-17 02:06:32.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.419e-03, size: 672, ETA: 14:03:20
2024-12-17 02:06:34.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.419e-03, size: 576, ETA: 14:03:16
2024-12-17 02:06:36.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.419e-03, size: 672, ETA: 14:03:11
2024-12-17 02:06:38.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.419e-03, size: 672, ETA: 14:03:09
2024-12-17 02:06:40.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.419e-03, size: 576, ETA: 14:03:07
2024-12-17 02:06:42.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.419e-03, size: 704, ETA: 14:03:04
2024-12-17 02:06:44.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.419e-03, size: 640, ETA: 14:03:00
2024-12-17 02:06:46.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.419e-03, size: 576, ETA: 14:02:56
2024-12-17 02:06:48.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.419e-03, size: 576, ETA: 14:02:52
2024-12-17 02:06:50.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.419e-03, size: 608, ETA: 14:02:47
2024-12-17 02:06:52.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.419e-03, size: 608, ETA: 14:02:42
2024-12-17 02:06:53.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.419e-03, size: 608, ETA: 14:02:38
2024-12-17 02:06:55.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.419e-03, size: 640, ETA: 14:02:34
2024-12-17 02:06:57.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.418e-03, size: 576, ETA: 14:02:30
2024-12-17 02:06:59.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.418e-03, size: 544, ETA: 14:02:25
2024-12-17 02:07:01.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.418e-03, size: 576, ETA: 14:02:21
2024-12-17 02:07:03.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.418e-03, size: 640, ETA: 14:02:17
2024-12-17 02:07:05.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.418e-03, size: 608, ETA: 14:02:13
2024-12-17 02:07:07.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.418e-03, size: 640, ETA: 14:02:09
2024-12-17 02:07:09.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.418e-03, size: 608, ETA: 14:02:05
2024-12-17 02:07:11.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.418e-03, size: 640, ETA: 14:02:01
2024-12-17 02:07:13.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.418e-03, size: 736, ETA: 14:01:58
2024-12-17 02:07:15.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.418e-03, size: 544, ETA: 14:01:54
2024-12-17 02:07:17.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.418e-03, size: 608, ETA: 14:01:51
2024-12-17 02:07:18.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.418e-03, size: 608, ETA: 14:01:46
2024-12-17 02:07:20.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.418e-03, size: 576, ETA: 14:01:42
2024-12-17 02:07:22.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.418e-03, size: 704, ETA: 14:01:39
2024-12-17 02:07:25.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.418e-03, size: 704, ETA: 14:01:36
2024-12-17 02:07:27.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.418e-03, size: 640, ETA: 14:01:34
2024-12-17 02:07:29.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 672, ETA: 14:01:32
2024-12-17 02:07:31.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 672, ETA: 14:01:29
2024-12-17 02:07:33.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.417e-03, size: 576, ETA: 14:01:26
2024-12-17 02:07:35.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 640, ETA: 14:01:22
2024-12-17 02:07:37.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.417e-03, size: 544, ETA: 14:01:18
2024-12-17 02:07:39.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 576, ETA: 14:01:14
2024-12-17 02:07:41.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.417e-03, size: 608, ETA: 14:01:10
2024-12-17 02:07:43.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 544, ETA: 14:01:08
2024-12-17 02:07:45.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 640, ETA: 14:01:05
2024-12-17 02:07:47.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.417e-03, size: 608, ETA: 14:01:01
2024-12-17 02:07:49.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 736, ETA: 14:00:57
2024-12-17 02:07:51.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 672, ETA: 14:00:53
2024-12-17 02:07:53.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.417e-03, size: 640, ETA: 14:00:50
2024-12-17 02:07:55.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.417e-03, size: 736, ETA: 14:00:46
2024-12-17 02:07:57.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.417e-03, size: 736, ETA: 14:00:43
2024-12-17 02:07:59.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.417e-03, size: 608, ETA: 14:00:40
2024-12-17 02:08:01.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.417e-03, size: 640, ETA: 14:00:36
2024-12-17 02:08:03.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.416e-03, size: 608, ETA: 14:00:32
2024-12-17 02:08:05.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.416e-03, size: 640, ETA: 14:00:29
2024-12-17 02:08:07.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.416e-03, size: 736, ETA: 14:00:26
2024-12-17 02:08:09.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.416e-03, size: 736, ETA: 14:00:23
2024-12-17 02:08:12.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.416e-03, size: 736, ETA: 14:00:20
2024-12-17 02:08:14.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.416e-03, size: 704, ETA: 14:00:17
2024-12-17 02:08:16.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.416e-03, size: 672, ETA: 14:00:14
2024-12-17 02:08:18.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.416e-03, size: 576, ETA: 14:00:10
2024-12-17 02:08:20.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.416e-03, size: 608, ETA: 14:00:06
2024-12-17 02:08:22.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.416e-03, size: 608, ETA: 14:00:03
2024-12-17 02:08:24.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.416e-03, size: 672, ETA: 13:59:59
2024-12-17 02:08:26.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.416e-03, size: 704, ETA: 13:59:55
2024-12-17 02:08:28.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.416e-03, size: 576, ETA: 13:59:52
2024-12-17 02:08:29.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.416e-03, size: 640, ETA: 13:59:47
2024-12-17 02:08:31.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.416e-03, size: 608, ETA: 13:59:43
2024-12-17 02:08:33.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.416e-03, size: 576, ETA: 13:59:39
2024-12-17 02:08:35.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.416e-03, size: 640, ETA: 13:59:34
2024-12-17 02:08:37.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 608, ETA: 13:59:30
2024-12-17 02:08:39.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 608, ETA: 13:59:26
2024-12-17 02:08:41.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 704, ETA: 13:59:23
2024-12-17 02:08:43.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.415e-03, size: 704, ETA: 13:59:20
2024-12-17 02:08:45.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 704, ETA: 13:59:17
2024-12-17 02:08:47.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 640, ETA: 13:59:14
2024-12-17 02:08:49.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.415e-03, size: 672, ETA: 13:59:10
2024-12-17 02:08:51.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 736, ETA: 13:59:06
2024-12-17 02:08:53.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.415e-03, size: 576, ETA: 13:59:05
2024-12-17 02:08:55.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.415e-03, size: 608, ETA: 13:59:01
2024-12-17 02:08:57.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.415e-03, size: 640, ETA: 13:58:58
2024-12-17 02:08:59.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 608, ETA: 13:58:54
2024-12-17 02:09:01.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 736, ETA: 13:58:50
2024-12-17 02:09:03.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 736, ETA: 13:58:48
2024-12-17 02:09:06.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.415e-03, size: 640, ETA: 13:58:45
2024-12-17 02:09:07.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.415e-03, size: 608, ETA: 13:58:41
2024-12-17 02:09:09.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.415e-03, size: 544, ETA: 13:58:36
2024-12-17 02:09:11.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.414e-03, size: 672, ETA: 13:58:32
2024-12-17 02:09:13.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.414e-03, size: 576, ETA: 13:58:29
2024-12-17 02:09:15.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.414e-03, size: 672, ETA: 13:58:25
2024-12-17 02:09:17.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.414e-03, size: 672, ETA: 13:58:21
2024-12-17 02:09:19.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.414e-03, size: 576, ETA: 13:58:18
2024-12-17 02:09:21.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.414e-03, size: 704, ETA: 13:58:15
2024-12-17 02:09:23.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.414e-03, size: 736, ETA: 13:58:12
2024-12-17 02:09:26.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.414e-03, size: 672, ETA: 13:58:10
2024-12-17 02:09:28.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.414e-03, size: 544, ETA: 13:58:09
2024-12-17 02:09:30.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.414e-03, size: 704, ETA: 13:58:06
2024-12-17 02:09:32.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.414e-03, size: 640, ETA: 13:58:02
2024-12-17 02:09:34.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.414e-03, size: 704, ETA: 13:57:59
2024-12-17 02:09:36.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.414e-03, size: 576, ETA: 13:57:56
2024-12-17 02:09:38.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.414e-03, size: 640, ETA: 13:57:52
2024-12-17 02:09:40.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.414e-03, size: 736, ETA: 13:57:49
2024-12-17 02:09:42.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.414e-03, size: 608, ETA: 13:57:46
2024-12-17 02:09:45.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.413e-03, size: 736, ETA: 13:57:45
2024-12-17 02:09:47.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.413e-03, size: 704, ETA: 13:57:46
2024-12-17 02:09:50.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.413e-03, size: 544, ETA: 13:57:46
2024-12-17 02:09:53.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.413e-03, size: 736, ETA: 13:57:48
2024-12-17 02:09:56.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.413e-03, size: 736, ETA: 13:57:48
2024-12-17 02:09:58.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.413e-03, size: 736, ETA: 13:57:45
2024-12-17 02:10:00.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.413e-03, size: 736, ETA: 13:57:43
2024-12-17 02:10:02.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.413e-03, size: 640, ETA: 13:57:40
2024-12-17 02:10:04.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.413e-03, size: 704, ETA: 13:57:37
2024-12-17 02:10:06.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.413e-03, size: 640, ETA: 13:57:33
2024-12-17 02:10:08.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.413e-03, size: 576, ETA: 13:57:31
2024-12-17 02:10:11.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.413e-03, size: 704, ETA: 13:57:30
2024-12-17 02:10:14.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.413e-03, size: 608, ETA: 13:57:31
2024-12-17 02:10:16.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.413e-03, size: 576, ETA: 13:57:31
2024-12-17 02:10:20.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.317s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.413e-03, size: 608, ETA: 13:57:35
2024-12-17 02:10:22.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.413e-03, size: 704, ETA: 13:57:32
2024-12-17 02:10:24.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.413e-03, size: 576, ETA: 13:57:28
2024-12-17 02:10:26.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.412e-03, size: 704, ETA: 13:57:24
2024-12-17 02:10:28.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.412e-03, size: 640, ETA: 13:57:21
2024-12-17 02:10:30.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 736, ETA: 13:57:18
2024-12-17 02:10:32.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 640, ETA: 13:57:14
2024-12-17 02:10:34.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.412e-03, size: 544, ETA: 13:57:12
2024-12-17 02:10:36.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.257s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.412e-03, size: 640, ETA: 13:57:11
2024-12-17 02:10:39.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.412e-03, size: 672, ETA: 13:57:11
2024-12-17 02:10:42.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 640, ETA: 13:57:10
2024-12-17 02:10:43.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 672, ETA: 13:57:06
2024-12-17 02:10:46.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 640, ETA: 13:57:03
2024-12-17 02:10:47.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.412e-03, size: 672, ETA: 13:57:00
2024-12-17 02:10:49.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 672, ETA: 13:56:56
2024-12-17 02:10:52.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.412e-03, size: 736, ETA: 13:56:53
2024-12-17 02:10:54.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 704, ETA: 13:56:52
2024-12-17 02:10:56.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.412e-03, size: 640, ETA: 13:56:50
2024-12-17 02:10:59.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.412e-03, size: 672, ETA: 13:56:50
2024-12-17 02:11:01.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.411e-03, size: 544, ETA: 13:56:48
2024-12-17 02:11:04.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.411e-03, size: 736, ETA: 13:56:48
2024-12-17 02:11:07.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.411e-03, size: 608, ETA: 13:56:49
2024-12-17 02:11:09.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.411e-03, size: 704, ETA: 13:56:47
2024-12-17 02:11:11.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.411e-03, size: 736, ETA: 13:56:43
2024-12-17 02:11:13.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.411e-03, size: 672, ETA: 13:56:41
2024-12-17 02:11:15.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.411e-03, size: 672, ETA: 13:56:37
2024-12-17 02:11:17.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.411e-03, size: 704, ETA: 13:56:34
2024-12-17 02:11:19.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.411e-03, size: 544, ETA: 13:56:31
2024-12-17 02:11:21.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.411e-03, size: 544, ETA: 13:56:28
2024-12-17 02:11:24.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.411e-03, size: 736, ETA: 13:56:26
2024-12-17 02:11:26.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.411e-03, size: 576, ETA: 13:56:26
2024-12-17 02:11:28.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.411e-03, size: 704, ETA: 13:56:22
2024-12-17 02:11:30.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.411e-03, size: 704, ETA: 13:56:19
2024-12-17 02:11:32.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.411e-03, size: 608, ETA: 13:56:16
2024-12-17 02:11:34.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.411e-03, size: 576, ETA: 13:56:11
2024-12-17 02:11:36.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.410e-03, size: 704, ETA: 13:56:08
2024-12-17 02:11:38.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.410e-03, size: 672, ETA: 13:56:04
2024-12-17 02:11:40.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.410e-03, size: 544, ETA: 13:56:00
2024-12-17 02:11:42.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.410e-03, size: 672, ETA: 13:55:56
2024-12-17 02:11:44.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.410e-03, size: 704, ETA: 13:55:53
2024-12-17 02:11:46.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.410e-03, size: 704, ETA: 13:55:49
2024-12-17 02:11:48.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.410e-03, size: 704, ETA: 13:55:47
2024-12-17 02:11:50.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.410e-03, size: 640, ETA: 13:55:43
2024-12-17 02:11:52.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.410e-03, size: 736, ETA: 13:55:39
2024-12-17 02:11:54.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.410e-03, size: 608, ETA: 13:55:36
2024-12-17 02:11:56.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.410e-03, size: 736, ETA: 13:55:32
2024-12-17 02:11:58.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.410e-03, size: 640, ETA: 13:55:28
2024-12-17 02:12:00.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.410e-03, size: 544, ETA: 13:55:25
2024-12-17 02:12:02.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.410e-03, size: 544, ETA: 13:55:21
2024-12-17 02:12:03.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.410e-03, size: 544, ETA: 13:55:16
2024-12-17 02:12:05.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.410e-03, size: 608, ETA: 13:55:11
2024-12-17 02:12:07.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.409e-03, size: 576, ETA: 13:55:07
2024-12-17 02:12:09.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.409e-03, size: 672, ETA: 13:55:03
2024-12-17 02:12:11.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.409e-03, size: 704, ETA: 13:55:00
2024-12-17 02:12:13.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.409e-03, size: 672, ETA: 13:54:58
2024-12-17 02:12:15.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.409e-03, size: 672, ETA: 13:54:55
2024-12-17 02:12:17.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.409e-03, size: 672, ETA: 13:54:52
2024-12-17 02:12:20.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.409e-03, size: 704, ETA: 13:54:49
2024-12-17 02:12:22.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.409e-03, size: 672, ETA: 13:54:46
2024-12-17 02:12:24.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.409e-03, size: 576, ETA: 13:54:42
2024-12-17 02:12:25.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.409e-03, size: 640, ETA: 13:54:38
2024-12-17 02:12:27.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.409e-03, size: 608, ETA: 13:54:34
2024-12-17 02:12:29.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.409e-03, size: 640, ETA: 13:54:30
2024-12-17 02:12:31.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.409e-03, size: 640, ETA: 13:54:26
2024-12-17 02:12:33.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.409e-03, size: 736, ETA: 13:54:23
2024-12-17 02:12:35.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.409e-03, size: 704, ETA: 13:54:19
2024-12-17 02:12:37.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.409e-03, size: 672, ETA: 13:54:16
2024-12-17 02:12:40.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.408e-03, size: 704, ETA: 13:54:14
2024-12-17 02:12:42.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.408e-03, size: 672, ETA: 13:54:10
2024-12-17 02:12:43.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.408e-03, size: 576, ETA: 13:54:06
2024-12-17 02:12:45.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.408e-03, size: 608, ETA: 13:54:02
2024-12-17 02:12:47.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.408e-03, size: 544, ETA: 13:53:58
2024-12-17 02:12:49.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.408e-03, size: 640, ETA: 13:53:54
2024-12-17 02:12:51.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.408e-03, size: 544, ETA: 13:53:49
2024-12-17 02:12:53.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.408e-03, size: 608, ETA: 13:53:45
2024-12-17 02:12:55.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.408e-03, size: 640, ETA: 13:53:41
2024-12-17 02:12:57.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.408e-03, size: 544, ETA: 13:53:37
2024-12-17 02:12:58.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.408e-03, size: 544, ETA: 13:53:33
2024-12-17 02:13:00.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.008s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.408e-03, size: 736, ETA: 13:53:30
2024-12-17 02:13:02.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 17/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.408e-03, size: 704, ETA: 13:53:26
2024-12-17 02:13:03.689 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 02:13:04.116 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch18
2024-12-17 02:13:06.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.408e-03, size: 576, ETA: 13:53:22
2024-12-17 02:13:08.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.408e-03, size: 608, ETA: 13:53:18
2024-12-17 02:13:10.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.408e-03, size: 608, ETA: 13:53:15
2024-12-17 02:13:12.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.407e-03, size: 608, ETA: 13:53:12
2024-12-17 02:13:14.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.407e-03, size: 640, ETA: 13:53:09
2024-12-17 02:13:16.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.407e-03, size: 736, ETA: 13:53:05
2024-12-17 02:13:18.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.407e-03, size: 576, ETA: 13:53:01
2024-12-17 02:13:20.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.407e-03, size: 672, ETA: 13:52:57
2024-12-17 02:13:22.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.407e-03, size: 640, ETA: 13:52:53
2024-12-17 02:13:23.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.407e-03, size: 608, ETA: 13:52:49
2024-12-17 02:13:25.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.407e-03, size: 640, ETA: 13:52:46
2024-12-17 02:13:27.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.407e-03, size: 544, ETA: 13:52:42
2024-12-17 02:13:29.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.407e-03, size: 640, ETA: 13:52:38
2024-12-17 02:13:31.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.407e-03, size: 704, ETA: 13:52:34
2024-12-17 02:13:33.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.407e-03, size: 704, ETA: 13:52:30
2024-12-17 02:13:35.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.407e-03, size: 640, ETA: 13:52:26
2024-12-17 02:13:37.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.407e-03, size: 608, ETA: 13:52:22
2024-12-17 02:13:39.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.407e-03, size: 544, ETA: 13:52:19
2024-12-17 02:13:41.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.407e-03, size: 608, ETA: 13:52:15
2024-12-17 02:13:43.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.406e-03, size: 544, ETA: 13:52:11
2024-12-17 02:13:45.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.406e-03, size: 736, ETA: 13:52:07
2024-12-17 02:13:47.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.406e-03, size: 704, ETA: 13:52:03
2024-12-17 02:13:48.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.406e-03, size: 544, ETA: 13:51:59
2024-12-17 02:13:50.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.406e-03, size: 544, ETA: 13:51:54
2024-12-17 02:13:52.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.406e-03, size: 736, ETA: 13:51:51
2024-12-17 02:13:54.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.406e-03, size: 608, ETA: 13:51:47
2024-12-17 02:13:56.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.406e-03, size: 704, ETA: 13:51:43
2024-12-17 02:13:58.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.406e-03, size: 544, ETA: 13:51:39
2024-12-17 02:14:00.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.406e-03, size: 704, ETA: 13:51:36
2024-12-17 02:14:02.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.406e-03, size: 736, ETA: 13:51:33
2024-12-17 02:14:04.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.406e-03, size: 576, ETA: 13:51:28
2024-12-17 02:14:06.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.406e-03, size: 704, ETA: 13:51:25
2024-12-17 02:14:08.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.406e-03, size: 576, ETA: 13:51:21
2024-12-17 02:14:10.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.406e-03, size: 672, ETA: 13:51:18
2024-12-17 02:14:12.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.406e-03, size: 576, ETA: 13:51:15
2024-12-17 02:14:14.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.405e-03, size: 672, ETA: 13:51:12
2024-12-17 02:14:16.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.405e-03, size: 576, ETA: 13:51:08
2024-12-17 02:14:18.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.405e-03, size: 608, ETA: 13:51:07
2024-12-17 02:14:21.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.405e-03, size: 672, ETA: 13:51:05
2024-12-17 02:14:23.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.405e-03, size: 640, ETA: 13:51:01
2024-12-17 02:14:25.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.405e-03, size: 640, ETA: 13:50:58
2024-12-17 02:14:27.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.405e-03, size: 576, ETA: 13:50:55
2024-12-17 02:14:29.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.405e-03, size: 736, ETA: 13:50:54
2024-12-17 02:14:31.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.405e-03, size: 640, ETA: 13:50:49
2024-12-17 02:14:33.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.405e-03, size: 704, ETA: 13:50:48
2024-12-17 02:14:35.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.405e-03, size: 576, ETA: 13:50:45
2024-12-17 02:14:37.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.405e-03, size: 576, ETA: 13:50:41
2024-12-17 02:14:39.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.405e-03, size: 704, ETA: 13:50:38
2024-12-17 02:14:41.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.405e-03, size: 704, ETA: 13:50:35
2024-12-17 02:14:44.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.405e-03, size: 640, ETA: 13:50:32
2024-12-17 02:14:46.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.282s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.404e-03, size: 640, ETA: 13:50:33
2024-12-17 02:14:49.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.404e-03, size: 544, ETA: 13:50:32
2024-12-17 02:14:51.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.404e-03, size: 704, ETA: 13:50:28
2024-12-17 02:14:53.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.404e-03, size: 672, ETA: 13:50:26
2024-12-17 02:14:56.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.404e-03, size: 576, ETA: 13:50:27
2024-12-17 02:14:58.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.404e-03, size: 640, ETA: 13:50:25
2024-12-17 02:15:00.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.404e-03, size: 672, ETA: 13:50:21
2024-12-17 02:15:02.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.404e-03, size: 640, ETA: 13:50:18
2024-12-17 02:15:04.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.404e-03, size: 640, ETA: 13:50:15
2024-12-17 02:15:06.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.404e-03, size: 544, ETA: 13:50:11
2024-12-17 02:15:08.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.404e-03, size: 704, ETA: 13:50:07
2024-12-17 02:15:10.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.404e-03, size: 576, ETA: 13:50:04
2024-12-17 02:15:12.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.404e-03, size: 576, ETA: 13:50:03
2024-12-17 02:15:15.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.404e-03, size: 608, ETA: 13:50:03
2024-12-17 02:15:18.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.404e-03, size: 736, ETA: 13:50:05
2024-12-17 02:15:21.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.404e-03, size: 704, ETA: 13:50:07
2024-12-17 02:15:24.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.403e-03, size: 736, ETA: 13:50:08
2024-12-17 02:15:26.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.403e-03, size: 736, ETA: 13:50:06
2024-12-17 02:15:28.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.403e-03, size: 544, ETA: 13:50:02
2024-12-17 02:15:30.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.403e-03, size: 672, ETA: 13:49:59
2024-12-17 02:15:32.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.403e-03, size: 544, ETA: 13:49:55
2024-12-17 02:15:34.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.403e-03, size: 736, ETA: 13:49:51
2024-12-17 02:15:36.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.403e-03, size: 736, ETA: 13:49:48
2024-12-17 02:15:39.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.403e-03, size: 672, ETA: 13:49:48
2024-12-17 02:15:41.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.403e-03, size: 576, ETA: 13:49:46
2024-12-17 02:15:44.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.403e-03, size: 608, ETA: 13:49:46
2024-12-17 02:15:46.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.403e-03, size: 608, ETA: 13:49:45
2024-12-17 02:15:48.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.403e-03, size: 576, ETA: 13:49:44
2024-12-17 02:15:50.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.403e-03, size: 640, ETA: 13:49:39
2024-12-17 02:15:52.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.403e-03, size: 544, ETA: 13:49:36
2024-12-17 02:15:54.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.403e-03, size: 608, ETA: 13:49:32
2024-12-17 02:15:56.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.403e-03, size: 704, ETA: 13:49:29
2024-12-17 02:15:58.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.402e-03, size: 736, ETA: 13:49:27
2024-12-17 02:16:00.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.402e-03, size: 640, ETA: 13:49:24
2024-12-17 02:16:03.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.402e-03, size: 672, ETA: 13:49:21
2024-12-17 02:16:05.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 2.402e-03, size: 704, ETA: 13:49:20
2024-12-17 02:16:07.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.402e-03, size: 608, ETA: 13:49:19
2024-12-17 02:16:10.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.402e-03, size: 672, ETA: 13:49:18
2024-12-17 02:16:12.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.402e-03, size: 640, ETA: 13:49:17
2024-12-17 02:16:15.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.402e-03, size: 672, ETA: 13:49:17
2024-12-17 02:16:17.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.233s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.402e-03, size: 640, ETA: 13:49:15
2024-12-17 02:16:19.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.402e-03, size: 672, ETA: 13:49:12
2024-12-17 02:16:21.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.402e-03, size: 544, ETA: 13:49:09
2024-12-17 02:16:23.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.402e-03, size: 608, ETA: 13:49:04
2024-12-17 02:16:25.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.402e-03, size: 608, ETA: 13:48:59
2024-12-17 02:16:27.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.402e-03, size: 736, ETA: 13:48:57
2024-12-17 02:16:29.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.402e-03, size: 640, ETA: 13:48:55
2024-12-17 02:16:32.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.401e-03, size: 672, ETA: 13:48:53
2024-12-17 02:16:34.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.401e-03, size: 576, ETA: 13:48:52
2024-12-17 02:16:37.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.401e-03, size: 736, ETA: 13:48:54
2024-12-17 02:16:40.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.401e-03, size: 704, ETA: 13:48:55
2024-12-17 02:16:42.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.401e-03, size: 704, ETA: 13:48:53
2024-12-17 02:16:44.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.401e-03, size: 736, ETA: 13:48:51
2024-12-17 02:16:46.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.401e-03, size: 608, ETA: 13:48:47
2024-12-17 02:16:48.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.401e-03, size: 672, ETA: 13:48:44
2024-12-17 02:16:50.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.401e-03, size: 672, ETA: 13:48:41
2024-12-17 02:16:52.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.401e-03, size: 544, ETA: 13:48:37
2024-12-17 02:16:55.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.401e-03, size: 704, ETA: 13:48:35
2024-12-17 02:16:57.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.401e-03, size: 576, ETA: 13:48:34
2024-12-17 02:17:00.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.401e-03, size: 608, ETA: 13:48:33
2024-12-17 02:17:02.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.401e-03, size: 544, ETA: 13:48:32
2024-12-17 02:17:04.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.401e-03, size: 576, ETA: 13:48:30
2024-12-17 02:17:07.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.401e-03, size: 608, ETA: 13:48:28
2024-12-17 02:17:08.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.400e-03, size: 544, ETA: 13:48:24
2024-12-17 02:17:11.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.400e-03, size: 576, ETA: 13:48:21
2024-12-17 02:17:13.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.400e-03, size: 608, ETA: 13:48:18
2024-12-17 02:17:15.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.400e-03, size: 704, ETA: 13:48:16
2024-12-17 02:17:17.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.400e-03, size: 576, ETA: 13:48:13
2024-12-17 02:17:19.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.400e-03, size: 672, ETA: 13:48:11
2024-12-17 02:17:22.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.400e-03, size: 640, ETA: 13:48:10
2024-12-17 02:17:24.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.400e-03, size: 640, ETA: 13:48:09
2024-12-17 02:17:27.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.400e-03, size: 672, ETA: 13:48:09
2024-12-17 02:17:29.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.400e-03, size: 576, ETA: 13:48:09
2024-12-17 02:17:32.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.400e-03, size: 672, ETA: 13:48:09
2024-12-17 02:17:34.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.400e-03, size: 640, ETA: 13:48:06
2024-12-17 02:17:36.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.400e-03, size: 640, ETA: 13:48:02
2024-12-17 02:17:38.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.400e-03, size: 576, ETA: 13:47:58
2024-12-17 02:17:40.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.400e-03, size: 640, ETA: 13:47:55
2024-12-17 02:17:42.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.399e-03, size: 704, ETA: 13:47:53
2024-12-17 02:17:44.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.399e-03, size: 672, ETA: 13:47:50
2024-12-17 02:17:47.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.399e-03, size: 704, ETA: 13:47:49
2024-12-17 02:17:49.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.399e-03, size: 704, ETA: 13:47:48
2024-12-17 02:17:52.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.399e-03, size: 576, ETA: 13:47:47
2024-12-17 02:17:54.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.399e-03, size: 672, ETA: 13:47:43
2024-12-17 02:17:56.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.399e-03, size: 576, ETA: 13:47:39
2024-12-17 02:17:58.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.399e-03, size: 640, ETA: 13:47:36
2024-12-17 02:18:00.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.399e-03, size: 608, ETA: 13:47:34
2024-12-17 02:18:02.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.399e-03, size: 576, ETA: 13:47:30
2024-12-17 02:18:04.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.399e-03, size: 576, ETA: 13:47:28
2024-12-17 02:18:06.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.399e-03, size: 608, ETA: 13:47:27
2024-12-17 02:18:09.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.399e-03, size: 736, ETA: 13:47:26
2024-12-17 02:18:11.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.399e-03, size: 640, ETA: 13:47:25
2024-12-17 02:18:14.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.399e-03, size: 672, ETA: 13:47:24
2024-12-17 02:18:16.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.398e-03, size: 544, ETA: 13:47:21
2024-12-17 02:18:18.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.398e-03, size: 736, ETA: 13:47:19
2024-12-17 02:18:20.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.398e-03, size: 608, ETA: 13:47:14
2024-12-17 02:18:22.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.398e-03, size: 544, ETA: 13:47:10
2024-12-17 02:18:24.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.398e-03, size: 640, ETA: 13:47:06
2024-12-17 02:18:26.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.398e-03, size: 576, ETA: 13:47:05
2024-12-17 02:18:28.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.398e-03, size: 576, ETA: 13:47:03
2024-12-17 02:18:31.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.398e-03, size: 736, ETA: 13:47:02
2024-12-17 02:18:33.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.398e-03, size: 640, ETA: 13:47:01
2024-12-17 02:18:36.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.398e-03, size: 672, ETA: 13:47:01
2024-12-17 02:18:38.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.398e-03, size: 672, ETA: 13:47:01
2024-12-17 02:18:40.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.398e-03, size: 704, ETA: 13:46:58
2024-12-17 02:18:42.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.398e-03, size: 640, ETA: 13:46:54
2024-12-17 02:18:44.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.398e-03, size: 640, ETA: 13:46:50
2024-12-17 02:18:46.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.398e-03, size: 704, ETA: 13:46:46
2024-12-17 02:18:48.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.398e-03, size: 640, ETA: 13:46:43
2024-12-17 02:18:50.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.397e-03, size: 640, ETA: 13:46:39
2024-12-17 02:18:52.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.397e-03, size: 704, ETA: 13:46:35
2024-12-17 02:18:54.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.397e-03, size: 736, ETA: 13:46:32
2024-12-17 02:18:56.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.397e-03, size: 640, ETA: 13:46:29
2024-12-17 02:18:58.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.397e-03, size: 640, ETA: 13:46:25
2024-12-17 02:19:00.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.397e-03, size: 576, ETA: 13:46:20
2024-12-17 02:19:02.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.397e-03, size: 544, ETA: 13:46:16
2024-12-17 02:19:03.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.397e-03, size: 672, ETA: 13:46:12
2024-12-17 02:19:05.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.397e-03, size: 544, ETA: 13:46:08
2024-12-17 02:19:07.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.397e-03, size: 736, ETA: 13:46:05
2024-12-17 02:19:10.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.397e-03, size: 736, ETA: 13:46:02
2024-12-17 02:19:11.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.397e-03, size: 576, ETA: 13:45:58
2024-12-17 02:19:13.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.397e-03, size: 608, ETA: 13:45:55
2024-12-17 02:19:15.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.185s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.397e-03, size: 544, ETA: 13:45:51
2024-12-17 02:19:17.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.397e-03, size: 608, ETA: 13:45:47
2024-12-17 02:19:19.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.396e-03, size: 576, ETA: 13:45:43
2024-12-17 02:19:21.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.396e-03, size: 672, ETA: 13:45:40
2024-12-17 02:19:23.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.396e-03, size: 608, ETA: 13:45:36
2024-12-17 02:19:25.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.396e-03, size: 576, ETA: 13:45:32
2024-12-17 02:19:27.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.396e-03, size: 736, ETA: 13:45:29
2024-12-17 02:19:29.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.396e-03, size: 640, ETA: 13:45:26
2024-12-17 02:19:31.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.396e-03, size: 672, ETA: 13:45:23
2024-12-17 02:19:34.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.396e-03, size: 704, ETA: 13:45:22
2024-12-17 02:19:37.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.324s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.396e-03, size: 736, ETA: 13:45:25
2024-12-17 02:19:40.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.396e-03, size: 736, ETA: 13:45:25
2024-12-17 02:19:42.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.396e-03, size: 640, ETA: 13:45:23
2024-12-17 02:19:45.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.396e-03, size: 672, ETA: 13:45:23
2024-12-17 02:19:46.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.396e-03, size: 672, ETA: 13:45:20
2024-12-17 02:19:48.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.396e-03, size: 544, ETA: 13:45:16
2024-12-17 02:19:50.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.396e-03, size: 672, ETA: 13:45:12
2024-12-17 02:19:53.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.395e-03, size: 544, ETA: 13:45:11
2024-12-17 02:19:55.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.395e-03, size: 608, ETA: 13:45:08
2024-12-17 02:19:58.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.395e-03, size: 736, ETA: 13:45:09
2024-12-17 02:20:00.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.395e-03, size: 672, ETA: 13:45:10
2024-12-17 02:20:03.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.395e-03, size: 736, ETA: 13:45:07
2024-12-17 02:20:05.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.395e-03, size: 608, ETA: 13:45:04
2024-12-17 02:20:07.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.395e-03, size: 672, ETA: 13:45:00
2024-12-17 02:20:09.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.395e-03, size: 736, ETA: 13:44:57
2024-12-17 02:20:11.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.395e-03, size: 736, ETA: 13:44:54
2024-12-17 02:20:13.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.395e-03, size: 544, ETA: 13:44:51
2024-12-17 02:20:15.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.395e-03, size: 736, ETA: 13:44:49
2024-12-17 02:20:18.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.395e-03, size: 704, ETA: 13:44:48
2024-12-17 02:20:20.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.395e-03, size: 640, ETA: 13:44:47
2024-12-17 02:20:23.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.395e-03, size: 672, ETA: 13:44:47
2024-12-17 02:20:25.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.395e-03, size: 576, ETA: 13:44:45
2024-12-17 02:20:27.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.394e-03, size: 640, ETA: 13:44:42
2024-12-17 02:20:29.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.394e-03, size: 544, ETA: 13:44:39
2024-12-17 02:20:31.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.394e-03, size: 704, ETA: 13:44:35
2024-12-17 02:20:33.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.394e-03, size: 736, ETA: 13:44:32
2024-12-17 02:20:35.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.394e-03, size: 704, ETA: 13:44:29
2024-12-17 02:20:37.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.394e-03, size: 736, ETA: 13:44:25
2024-12-17 02:20:39.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.394e-03, size: 576, ETA: 13:44:24
2024-12-17 02:20:41.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.394e-03, size: 608, ETA: 13:44:21
2024-12-17 02:20:44.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.394e-03, size: 736, ETA: 13:44:20
2024-12-17 02:20:46.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.394e-03, size: 544, ETA: 13:44:19
2024-12-17 02:20:49.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.394e-03, size: 640, ETA: 13:44:20
2024-12-17 02:20:51.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.394e-03, size: 608, ETA: 13:44:17
2024-12-17 02:20:53.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.394e-03, size: 608, ETA: 13:44:13
2024-12-17 02:20:55.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.394e-03, size: 736, ETA: 13:44:10
2024-12-17 02:20:57.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.394e-03, size: 736, ETA: 13:44:07
2024-12-17 02:20:59.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.393e-03, size: 544, ETA: 13:44:03
2024-12-17 02:21:01.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.393e-03, size: 640, ETA: 13:44:00
2024-12-17 02:21:04.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.393e-03, size: 736, ETA: 13:44:02
2024-12-17 02:21:07.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.393e-03, size: 544, ETA: 13:44:02
2024-12-17 02:21:10.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.393e-03, size: 736, ETA: 13:44:02
2024-12-17 02:21:12.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.393e-03, size: 736, ETA: 13:44:00
2024-12-17 02:21:14.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.393e-03, size: 576, ETA: 13:43:57
2024-12-17 02:21:16.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.393e-03, size: 576, ETA: 13:43:53
2024-12-17 02:21:18.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.393e-03, size: 736, ETA: 13:43:51
2024-12-17 02:21:20.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.393e-03, size: 704, ETA: 13:43:49
2024-12-17 02:21:22.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.393e-03, size: 672, ETA: 13:43:45
2024-12-17 02:21:25.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.393e-03, size: 704, ETA: 13:43:44
2024-12-17 02:21:27.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.393e-03, size: 608, ETA: 13:43:43
2024-12-17 02:21:30.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.393e-03, size: 736, ETA: 13:43:44
2024-12-17 02:21:33.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.300s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.393e-03, size: 704, ETA: 13:43:46
2024-12-17 02:21:36.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.392e-03, size: 672, ETA: 13:43:47
2024-12-17 02:21:38.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.392e-03, size: 704, ETA: 13:43:45
2024-12-17 02:21:40.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.392e-03, size: 640, ETA: 13:43:42
2024-12-17 02:21:42.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.392e-03, size: 576, ETA: 13:43:40
2024-12-17 02:21:45.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.392e-03, size: 672, ETA: 13:43:38
2024-12-17 02:21:47.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.007s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.392e-03, size: 576, ETA: 13:43:36
2024-12-17 02:21:49.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.392e-03, size: 736, ETA: 13:43:34
2024-12-17 02:21:52.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 18/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.392e-03, size: 576, ETA: 13:43:33
2024-12-17 02:21:53.162 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 02:21:53.580 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch19
2024-12-17 02:21:56.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.392e-03, size: 576, ETA: 13:43:32
2024-12-17 02:21:59.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.392e-03, size: 736, ETA: 13:43:33
2024-12-17 02:22:01.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 30/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.392e-03, size: 544, ETA: 13:43:34
2024-12-17 02:22:04.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.392e-03, size: 672, ETA: 13:43:32
2024-12-17 02:22:06.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.392e-03, size: 608, ETA: 13:43:28
2024-12-17 02:22:07.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.392e-03, size: 672, ETA: 13:43:25
2024-12-17 02:22:10.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.391e-03, size: 608, ETA: 13:43:21
2024-12-17 02:22:11.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 80/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.391e-03, size: 672, ETA: 13:43:18
2024-12-17 02:22:14.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.391e-03, size: 672, ETA: 13:43:15
2024-12-17 02:22:16.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.391e-03, size: 576, ETA: 13:43:13
2024-12-17 02:22:18.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.391e-03, size: 608, ETA: 13:43:11
2024-12-17 02:22:20.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.391e-03, size: 704, ETA: 13:43:10
2024-12-17 02:22:23.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.391e-03, size: 608, ETA: 13:43:11
2024-12-17 02:22:26.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 140/2424, gpu mem: 20630Mb, mem: 3.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.391e-03, size: 608, ETA: 13:43:10
2024-12-17 02:22:28.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.391e-03, size: 672, ETA: 13:43:08
2024-12-17 02:22:30.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.391e-03, size: 608, ETA: 13:43:04
2024-12-17 02:22:32.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.391e-03, size: 736, ETA: 13:43:01
2024-12-17 02:22:34.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.391e-03, size: 672, ETA: 13:42:59
2024-12-17 02:22:36.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.391e-03, size: 704, ETA: 13:42:56
2024-12-17 02:22:38.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 200/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.391e-03, size: 736, ETA: 13:42:53
2024-12-17 02:22:41.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.391e-03, size: 544, ETA: 13:42:51
2024-12-17 02:22:43.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.390e-03, size: 576, ETA: 13:42:49
2024-12-17 02:22:45.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.390e-03, size: 736, ETA: 13:42:47
2024-12-17 02:22:48.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.390e-03, size: 736, ETA: 13:42:47
2024-12-17 02:22:51.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.390e-03, size: 640, ETA: 13:42:48
2024-12-17 02:22:53.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.238s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.390e-03, size: 544, ETA: 13:42:47
2024-12-17 02:22:55.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.390e-03, size: 608, ETA: 13:42:43
2024-12-17 02:22:57.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.390e-03, size: 736, ETA: 13:42:39
2024-12-17 02:22:59.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.390e-03, size: 704, ETA: 13:42:37
2024-12-17 02:23:01.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.390e-03, size: 576, ETA: 13:42:35
2024-12-17 02:23:03.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.390e-03, size: 704, ETA: 13:42:31
2024-12-17 02:23:05.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.390e-03, size: 736, ETA: 13:42:28
2024-12-17 02:23:08.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.390e-03, size: 576, ETA: 13:42:26
2024-12-17 02:23:10.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.390e-03, size: 576, ETA: 13:42:24
2024-12-17 02:23:12.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 350/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.390e-03, size: 576, ETA: 13:42:22
2024-12-17 02:23:15.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.390e-03, size: 704, ETA: 13:42:20
2024-12-17 02:23:17.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.389e-03, size: 608, ETA: 13:42:16
2024-12-17 02:23:18.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 380/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.389e-03, size: 736, ETA: 13:42:13
2024-12-17 02:23:21.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.389e-03, size: 576, ETA: 13:42:10
2024-12-17 02:23:23.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.389e-03, size: 736, ETA: 13:42:07
2024-12-17 02:23:25.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.389e-03, size: 736, ETA: 13:42:04
2024-12-17 02:23:27.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.389e-03, size: 704, ETA: 13:42:03
2024-12-17 02:23:29.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 430/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.389e-03, size: 640, ETA: 13:42:01
2024-12-17 02:23:32.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 440/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.242s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.389e-03, size: 640, ETA: 13:42:00
2024-12-17 02:23:34.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 450/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.389e-03, size: 576, ETA: 13:41:59
2024-12-17 02:23:37.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.389e-03, size: 672, ETA: 13:41:59
2024-12-17 02:23:39.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 470/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.389e-03, size: 704, ETA: 13:41:58
2024-12-17 02:23:42.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.389e-03, size: 608, ETA: 13:41:55
2024-12-17 02:23:44.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 490/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.389e-03, size: 704, ETA: 13:41:53
2024-12-17 02:23:46.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 500/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.389e-03, size: 640, ETA: 13:41:52
2024-12-17 02:23:49.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 510/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.388e-03, size: 640, ETA: 13:41:50
2024-12-17 02:23:51.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.388e-03, size: 640, ETA: 13:41:46
2024-12-17 02:23:53.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 530/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.388e-03, size: 544, ETA: 13:41:44
2024-12-17 02:23:55.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.388e-03, size: 704, ETA: 13:41:42
2024-12-17 02:23:57.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 550/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.388e-03, size: 736, ETA: 13:41:41
2024-12-17 02:24:00.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 560/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.388e-03, size: 736, ETA: 13:41:41
2024-12-17 02:24:03.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 570/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.388e-03, size: 544, ETA: 13:41:42
2024-12-17 02:24:05.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 580/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.388e-03, size: 640, ETA: 13:41:40
2024-12-17 02:24:07.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 590/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.388e-03, size: 672, ETA: 13:41:37
2024-12-17 02:24:09.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.388e-03, size: 704, ETA: 13:41:34
2024-12-17 02:24:11.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 610/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.388e-03, size: 608, ETA: 13:41:31
2024-12-17 02:24:13.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 620/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.388e-03, size: 704, ETA: 13:41:28
2024-12-17 02:24:16.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 630/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.388e-03, size: 608, ETA: 13:41:25
2024-12-17 02:24:18.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.388e-03, size: 640, ETA: 13:41:22
2024-12-17 02:24:20.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.388e-03, size: 640, ETA: 13:41:20
2024-12-17 02:24:22.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 660/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.247s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.387e-03, size: 608, ETA: 13:41:20
2024-12-17 02:24:25.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 670/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.387e-03, size: 672, ETA: 13:41:19
2024-12-17 02:24:28.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 680/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.387e-03, size: 544, ETA: 13:41:20
2024-12-17 02:24:30.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 690/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.387e-03, size: 736, ETA: 13:41:17
2024-12-17 02:24:32.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.387e-03, size: 736, ETA: 13:41:13
2024-12-17 02:24:34.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 710/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.387e-03, size: 736, ETA: 13:41:11
2024-12-17 02:24:36.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 720/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.387e-03, size: 704, ETA: 13:41:08
2024-12-17 02:24:38.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 730/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.387e-03, size: 544, ETA: 13:41:05
2024-12-17 02:24:40.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.387e-03, size: 704, ETA: 13:41:02
2024-12-17 02:24:42.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.387e-03, size: 640, ETA: 13:41:00
2024-12-17 02:24:45.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.387e-03, size: 704, ETA: 13:40:59
2024-12-17 02:24:48.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 770/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.387e-03, size: 704, ETA: 13:40:58
2024-12-17 02:24:50.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.387e-03, size: 704, ETA: 13:40:59
2024-12-17 02:24:53.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 790/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.268s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.387e-03, size: 608, ETA: 13:40:59
2024-12-17 02:24:55.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 800/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.386e-03, size: 736, ETA: 13:40:58
2024-12-17 02:24:57.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 810/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.386e-03, size: 544, ETA: 13:40:54
2024-12-17 02:24:59.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.386e-03, size: 736, ETA: 13:40:50
2024-12-17 02:25:01.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 830/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.386e-03, size: 672, ETA: 13:40:47
2024-12-17 02:25:03.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 840/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.386e-03, size: 640, ETA: 13:40:43
2024-12-17 02:25:05.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.386e-03, size: 576, ETA: 13:40:40
2024-12-17 02:25:07.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 860/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.386e-03, size: 640, ETA: 13:40:36
2024-12-17 02:25:10.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 870/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.386e-03, size: 736, ETA: 13:40:35
2024-12-17 02:25:12.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 880/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.386e-03, size: 576, ETA: 13:40:34
2024-12-17 02:25:15.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 890/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.386e-03, size: 640, ETA: 13:40:34
2024-12-17 02:25:17.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 900/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.386e-03, size: 608, ETA: 13:40:34
2024-12-17 02:25:20.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.386e-03, size: 608, ETA: 13:40:34
2024-12-17 02:25:22.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 920/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.386e-03, size: 736, ETA: 13:40:30
2024-12-17 02:25:24.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 930/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.386e-03, size: 608, ETA: 13:40:27
2024-12-17 02:25:26.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 940/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.386e-03, size: 608, ETA: 13:40:23
2024-12-17 02:25:28.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 950/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.385e-03, size: 672, ETA: 13:40:19
2024-12-17 02:25:30.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 960/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.385e-03, size: 672, ETA: 13:40:16
2024-12-17 02:25:32.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.385e-03, size: 576, ETA: 13:40:13
2024-12-17 02:25:34.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 980/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.385e-03, size: 672, ETA: 13:40:12
2024-12-17 02:25:37.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 990/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.385e-03, size: 736, ETA: 13:40:11
2024-12-17 02:25:40.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.385e-03, size: 640, ETA: 13:40:12
2024-12-17 02:25:42.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.385e-03, size: 736, ETA: 13:40:12
2024-12-17 02:25:44.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.385e-03, size: 608, ETA: 13:40:09
2024-12-17 02:25:46.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.385e-03, size: 704, ETA: 13:40:06
2024-12-17 02:25:48.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.385e-03, size: 736, ETA: 13:40:02
2024-12-17 02:25:50.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.385e-03, size: 544, ETA: 13:39:59
2024-12-17 02:25:52.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.385e-03, size: 544, ETA: 13:39:54
2024-12-17 02:25:54.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.385e-03, size: 544, ETA: 13:39:50
2024-12-17 02:25:56.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.385e-03, size: 704, ETA: 13:39:46
2024-12-17 02:25:58.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.384e-03, size: 736, ETA: 13:39:43
2024-12-17 02:26:00.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.384e-03, size: 736, ETA: 13:39:40
2024-12-17 02:26:02.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.384e-03, size: 640, ETA: 13:39:37
2024-12-17 02:26:04.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.384e-03, size: 544, ETA: 13:39:33
2024-12-17 02:26:06.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.384e-03, size: 544, ETA: 13:39:29
2024-12-17 02:26:07.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.384e-03, size: 736, ETA: 13:39:24
2024-12-17 02:26:09.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.384e-03, size: 576, ETA: 13:39:21
2024-12-17 02:26:11.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.384e-03, size: 640, ETA: 13:39:17
2024-12-17 02:26:13.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.384e-03, size: 640, ETA: 13:39:13
2024-12-17 02:26:15.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.384e-03, size: 544, ETA: 13:39:09
2024-12-17 02:26:17.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.384e-03, size: 640, ETA: 13:39:05
2024-12-17 02:26:19.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.384e-03, size: 576, ETA: 13:39:01
2024-12-17 02:26:21.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.384e-03, size: 704, ETA: 13:38:57
2024-12-17 02:26:23.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.384e-03, size: 576, ETA: 13:38:54
2024-12-17 02:26:25.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.383e-03, size: 704, ETA: 13:38:50
2024-12-17 02:26:27.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.383e-03, size: 608, ETA: 13:38:47
2024-12-17 02:26:29.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.383e-03, size: 576, ETA: 13:38:43
2024-12-17 02:26:30.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.383e-03, size: 736, ETA: 13:38:40
2024-12-17 02:26:33.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.383e-03, size: 608, ETA: 13:38:37
2024-12-17 02:26:34.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.383e-03, size: 544, ETA: 13:38:33
2024-12-17 02:26:36.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.383e-03, size: 704, ETA: 13:38:29
2024-12-17 02:26:38.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.383e-03, size: 608, ETA: 13:38:25
2024-12-17 02:26:40.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.383e-03, size: 608, ETA: 13:38:22
2024-12-17 02:26:42.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.383e-03, size: 544, ETA: 13:38:19
2024-12-17 02:26:44.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.383e-03, size: 608, ETA: 13:38:15
2024-12-17 02:26:46.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.383e-03, size: 704, ETA: 13:38:11
2024-12-17 02:26:48.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.383e-03, size: 704, ETA: 13:38:08
2024-12-17 02:26:50.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.383e-03, size: 576, ETA: 13:38:04
2024-12-17 02:26:52.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.383e-03, size: 544, ETA: 13:38:01
2024-12-17 02:26:54.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.382e-03, size: 640, ETA: 13:37:57
2024-12-17 02:26:56.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.382e-03, size: 704, ETA: 13:37:53
2024-12-17 02:26:58.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.382e-03, size: 608, ETA: 13:37:51
2024-12-17 02:27:00.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.382e-03, size: 704, ETA: 13:37:47
2024-12-17 02:27:02.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.382e-03, size: 704, ETA: 13:37:44
2024-12-17 02:27:04.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.382e-03, size: 736, ETA: 13:37:41
2024-12-17 02:27:06.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.382e-03, size: 576, ETA: 13:37:37
2024-12-17 02:27:08.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.382e-03, size: 640, ETA: 13:37:34
2024-12-17 02:27:10.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.382e-03, size: 704, ETA: 13:37:31
2024-12-17 02:27:12.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.382e-03, size: 544, ETA: 13:37:29
2024-12-17 02:27:14.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.382e-03, size: 704, ETA: 13:37:26
2024-12-17 02:27:17.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.382e-03, size: 544, ETA: 13:37:26
2024-12-17 02:27:19.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.382e-03, size: 544, ETA: 13:37:22
2024-12-17 02:27:21.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.382e-03, size: 576, ETA: 13:37:18
2024-12-17 02:27:23.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.381e-03, size: 640, ETA: 13:37:14
2024-12-17 02:27:25.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.381e-03, size: 544, ETA: 13:37:11
2024-12-17 02:27:26.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.381e-03, size: 576, ETA: 13:37:06
2024-12-17 02:27:28.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.381e-03, size: 672, ETA: 13:37:02
2024-12-17 02:27:30.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.381e-03, size: 576, ETA: 13:36:59
2024-12-17 02:27:32.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.381e-03, size: 672, ETA: 13:36:56
2024-12-17 02:27:34.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.381e-03, size: 704, ETA: 13:36:53
2024-12-17 02:27:36.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.381e-03, size: 640, ETA: 13:36:50
2024-12-17 02:27:38.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.381e-03, size: 544, ETA: 13:36:47
2024-12-17 02:27:40.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.381e-03, size: 544, ETA: 13:36:44
2024-12-17 02:27:42.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.381e-03, size: 704, ETA: 13:36:40
2024-12-17 02:27:45.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.381e-03, size: 608, ETA: 13:36:38
2024-12-17 02:27:47.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.381e-03, size: 736, ETA: 13:36:34
2024-12-17 02:27:49.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.381e-03, size: 544, ETA: 13:36:31
2024-12-17 02:27:50.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.380e-03, size: 736, ETA: 13:36:28
2024-12-17 02:27:52.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.380e-03, size: 640, ETA: 13:36:24
2024-12-17 02:27:54.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.380e-03, size: 704, ETA: 13:36:21
2024-12-17 02:27:57.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.380e-03, size: 576, ETA: 13:36:18
2024-12-17 02:27:59.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.380e-03, size: 640, ETA: 13:36:15
2024-12-17 02:28:01.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.380e-03, size: 544, ETA: 13:36:11
2024-12-17 02:28:02.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.380e-03, size: 576, ETA: 13:36:08
2024-12-17 02:28:04.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.380e-03, size: 640, ETA: 13:36:04
2024-12-17 02:28:07.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.380e-03, size: 544, ETA: 13:36:02
2024-12-17 02:28:09.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.380e-03, size: 704, ETA: 13:35:59
2024-12-17 02:28:11.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.380e-03, size: 736, ETA: 13:35:56
2024-12-17 02:28:13.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.380e-03, size: 544, ETA: 13:35:53
2024-12-17 02:28:15.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.380e-03, size: 544, ETA: 13:35:50
2024-12-17 02:28:17.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.380e-03, size: 608, ETA: 13:35:46
2024-12-17 02:28:19.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.379e-03, size: 608, ETA: 13:35:43
2024-12-17 02:28:21.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.379e-03, size: 608, ETA: 13:35:40
2024-12-17 02:28:23.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.379e-03, size: 576, ETA: 13:35:37
2024-12-17 02:28:25.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.379e-03, size: 640, ETA: 13:35:34
2024-12-17 02:28:27.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.379e-03, size: 736, ETA: 13:35:31
2024-12-17 02:28:29.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.379e-03, size: 736, ETA: 13:35:28
2024-12-17 02:28:31.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.379e-03, size: 736, ETA: 13:35:26
2024-12-17 02:28:33.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.379e-03, size: 736, ETA: 13:35:23
2024-12-17 02:28:35.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.379e-03, size: 576, ETA: 13:35:20
2024-12-17 02:28:37.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.379e-03, size: 704, ETA: 13:35:16
2024-12-17 02:28:39.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.379e-03, size: 704, ETA: 13:35:13
2024-12-17 02:28:41.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.379e-03, size: 576, ETA: 13:35:10
2024-12-17 02:28:43.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.379e-03, size: 544, ETA: 13:35:06
2024-12-17 02:28:45.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.379e-03, size: 672, ETA: 13:35:02
2024-12-17 02:28:47.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.378e-03, size: 672, ETA: 13:34:59
2024-12-17 02:28:49.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.378e-03, size: 544, ETA: 13:34:56
2024-12-17 02:28:51.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.378e-03, size: 672, ETA: 13:34:51
2024-12-17 02:28:53.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.378e-03, size: 704, ETA: 13:34:48
2024-12-17 02:28:55.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.378e-03, size: 576, ETA: 13:34:44
2024-12-17 02:28:57.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.378e-03, size: 640, ETA: 13:34:41
2024-12-17 02:28:59.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.378e-03, size: 608, ETA: 13:34:37
2024-12-17 02:29:01.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.378e-03, size: 704, ETA: 13:34:34
2024-12-17 02:29:03.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.378e-03, size: 576, ETA: 13:34:30
2024-12-17 02:29:04.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.378e-03, size: 704, ETA: 13:34:26
2024-12-17 02:29:06.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.378e-03, size: 704, ETA: 13:34:22
2024-12-17 02:29:09.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.378e-03, size: 576, ETA: 13:34:20
2024-12-17 02:29:11.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.378e-03, size: 640, ETA: 13:34:17
2024-12-17 02:29:13.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.194s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.378e-03, size: 672, ETA: 13:34:13
2024-12-17 02:29:15.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.377e-03, size: 704, ETA: 13:34:10
2024-12-17 02:29:17.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.377e-03, size: 640, ETA: 13:34:08
2024-12-17 02:29:19.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.377e-03, size: 736, ETA: 13:34:05
2024-12-17 02:29:21.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.377e-03, size: 576, ETA: 13:34:01
2024-12-17 02:29:23.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.377e-03, size: 544, ETA: 13:33:57
2024-12-17 02:29:25.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.377e-03, size: 544, ETA: 13:33:55
2024-12-17 02:29:27.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.377e-03, size: 576, ETA: 13:33:53
2024-12-17 02:29:29.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.377e-03, size: 736, ETA: 13:33:50
2024-12-17 02:29:32.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.377e-03, size: 544, ETA: 13:33:51
2024-12-17 02:29:35.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.377e-03, size: 672, ETA: 13:33:52
2024-12-17 02:29:38.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.377e-03, size: 704, ETA: 13:33:52
2024-12-17 02:29:40.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.377e-03, size: 640, ETA: 13:33:52
2024-12-17 02:29:43.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.377e-03, size: 608, ETA: 13:33:53
2024-12-17 02:29:46.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.377e-03, size: 640, ETA: 13:33:53
2024-12-17 02:29:48.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.376e-03, size: 608, ETA: 13:33:53
2024-12-17 02:29:51.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.376e-03, size: 736, ETA: 13:33:52
2024-12-17 02:29:54.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.376e-03, size: 576, ETA: 13:33:52
2024-12-17 02:29:56.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.376e-03, size: 576, ETA: 13:33:51
2024-12-17 02:29:59.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.376e-03, size: 608, ETA: 13:33:50
2024-12-17 02:30:01.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.376e-03, size: 704, ETA: 13:33:50
2024-12-17 02:30:04.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.376e-03, size: 544, ETA: 13:33:50
2024-12-17 02:30:06.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.376e-03, size: 576, ETA: 13:33:49
2024-12-17 02:30:09.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.376e-03, size: 672, ETA: 13:33:49
2024-12-17 02:30:12.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.376e-03, size: 672, ETA: 13:33:50
2024-12-17 02:30:15.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.376e-03, size: 672, ETA: 13:33:50
2024-12-17 02:30:17.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.376e-03, size: 704, ETA: 13:33:50
2024-12-17 02:30:20.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.376e-03, size: 672, ETA: 13:33:50
2024-12-17 02:30:23.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.376e-03, size: 608, ETA: 13:33:50
2024-12-17 02:30:26.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.375e-03, size: 736, ETA: 13:33:52
2024-12-17 02:30:29.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.314s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.375e-03, size: 704, ETA: 13:33:54
2024-12-17 02:30:32.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.375e-03, size: 544, ETA: 13:33:55
2024-12-17 02:30:35.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.375e-03, size: 736, ETA: 13:33:56
2024-12-17 02:30:38.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.325s, data_time: 0.017s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.375e-03, size: 736, ETA: 13:33:58
2024-12-17 02:30:41.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.311s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.375e-03, size: 704, ETA: 13:34:01
2024-12-17 02:30:44.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 19/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.375e-03, size: 608, ETA: 13:34:02
2024-12-17 02:30:45.392 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 02:30:45.805 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch20
2024-12-17 02:30:48.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 10/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.375e-03, size: 576, ETA: 13:34:01
2024-12-17 02:30:51.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 20/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.375e-03, size: 672, ETA: 13:34:01
2024-12-17 02:30:53.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.375e-03, size: 672, ETA: 13:34:01
2024-12-17 02:30:56.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 40/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.375e-03, size: 672, ETA: 13:34:01
2024-12-17 02:30:59.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 50/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.375e-03, size: 576, ETA: 13:34:02
2024-12-17 02:31:02.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 60/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.375e-03, size: 704, ETA: 13:34:02
2024-12-17 02:31:05.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 70/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.374e-03, size: 640, ETA: 13:34:03
2024-12-17 02:31:07.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.374e-03, size: 608, ETA: 13:34:02
2024-12-17 02:31:09.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 90/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.374e-03, size: 704, ETA: 13:34:01
2024-12-17 02:31:12.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 100/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.374e-03, size: 544, ETA: 13:34:01
2024-12-17 02:31:15.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 110/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.374e-03, size: 736, ETA: 13:34:01
2024-12-17 02:31:17.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 120/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.374e-03, size: 736, ETA: 13:34:01
2024-12-17 02:31:20.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 130/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.374e-03, size: 576, ETA: 13:34:01
2024-12-17 02:31:22.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.374e-03, size: 640, ETA: 13:33:57
2024-12-17 02:31:24.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.225s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.374e-03, size: 640, ETA: 13:33:55
2024-12-17 02:31:27.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 160/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.374e-03, size: 544, ETA: 13:33:53
2024-12-17 02:31:29.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 170/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.374e-03, size: 576, ETA: 13:33:52
2024-12-17 02:31:32.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 180/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.374e-03, size: 640, ETA: 13:33:51
2024-12-17 02:31:34.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 190/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.374e-03, size: 704, ETA: 13:33:51
2024-12-17 02:31:37.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.374e-03, size: 672, ETA: 13:33:52
2024-12-17 02:31:40.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 210/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.373e-03, size: 544, ETA: 13:33:52
2024-12-17 02:31:43.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 220/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.373e-03, size: 672, ETA: 13:33:53
2024-12-17 02:31:45.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.373e-03, size: 544, ETA: 13:33:53
2024-12-17 02:31:48.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 240/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.373e-03, size: 608, ETA: 13:33:52
2024-12-17 02:31:51.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 250/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.373e-03, size: 608, ETA: 13:33:52
2024-12-17 02:31:53.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.373e-03, size: 576, ETA: 13:33:52
2024-12-17 02:31:56.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 270/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.373e-03, size: 640, ETA: 13:33:53
2024-12-17 02:31:59.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 280/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.373e-03, size: 736, ETA: 13:33:53
2024-12-17 02:32:02.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 290/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.310s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.373e-03, size: 736, ETA: 13:33:55
2024-12-17 02:32:05.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.373e-03, size: 672, ETA: 13:33:55
2024-12-17 02:32:07.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 310/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.373e-03, size: 640, ETA: 13:33:54
2024-12-17 02:32:10.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.373e-03, size: 608, ETA: 13:33:53
2024-12-17 02:32:12.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.373e-03, size: 672, ETA: 13:33:51
2024-12-17 02:32:15.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 340/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.373e-03, size: 704, ETA: 13:33:51
2024-12-17 02:32:17.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.372e-03, size: 576, ETA: 13:33:50
2024-12-17 02:32:20.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.372e-03, size: 736, ETA: 13:33:49
2024-12-17 02:32:22.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 370/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.372e-03, size: 640, ETA: 13:33:47
2024-12-17 02:32:24.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.372e-03, size: 736, ETA: 13:33:45
2024-12-17 02:32:26.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.372e-03, size: 544, ETA: 13:33:41
2024-12-17 02:32:28.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.372e-03, size: 544, ETA: 13:33:38
2024-12-17 02:32:30.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.372e-03, size: 672, ETA: 13:33:35
2024-12-17 02:32:32.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.372e-03, size: 544, ETA: 13:33:33
2024-12-17 02:32:34.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.372e-03, size: 544, ETA: 13:33:30
2024-12-17 02:32:36.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.372e-03, size: 608, ETA: 13:33:26
2024-12-17 02:32:38.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.372e-03, size: 576, ETA: 13:33:24
2024-12-17 02:32:41.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 460/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.372e-03, size: 544, ETA: 13:33:22
2024-12-17 02:32:43.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.372e-03, size: 544, ETA: 13:33:20
2024-12-17 02:32:46.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 480/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.371e-03, size: 736, ETA: 13:33:21
2024-12-17 02:32:48.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.371e-03, size: 640, ETA: 13:33:20
2024-12-17 02:32:51.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.371e-03, size: 672, ETA: 13:33:18
2024-12-17 02:32:53.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.371e-03, size: 608, ETA: 13:33:14
2024-12-17 02:32:55.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 520/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.371e-03, size: 704, ETA: 13:33:11
2024-12-17 02:32:57.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.371e-03, size: 704, ETA: 13:33:08
2024-12-17 02:32:59.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 540/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.371e-03, size: 672, ETA: 13:33:04
2024-12-17 02:33:01.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.371e-03, size: 736, ETA: 13:33:02
2024-12-17 02:33:03.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.371e-03, size: 640, ETA: 13:32:58
2024-12-17 02:33:05.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.192s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.371e-03, size: 640, ETA: 13:32:55
2024-12-17 02:33:07.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.371e-03, size: 704, ETA: 13:32:51
2024-12-17 02:33:09.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.371e-03, size: 640, ETA: 13:32:48
2024-12-17 02:33:11.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 600/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.371e-03, size: 544, ETA: 13:32:44
2024-12-17 02:33:13.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.371e-03, size: 704, ETA: 13:32:43
2024-12-17 02:33:15.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.370e-03, size: 672, ETA: 13:32:41
2024-12-17 02:33:17.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.370e-03, size: 672, ETA: 13:32:38
2024-12-17 02:33:19.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 640/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.370e-03, size: 672, ETA: 13:32:35
2024-12-17 02:33:21.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.370e-03, size: 576, ETA: 13:32:31
2024-12-17 02:33:23.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.370e-03, size: 608, ETA: 13:32:26
2024-12-17 02:33:25.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.370e-03, size: 544, ETA: 13:32:22
2024-12-17 02:33:27.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.370e-03, size: 608, ETA: 13:32:19
2024-12-17 02:33:29.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.370e-03, size: 544, ETA: 13:32:16
2024-12-17 02:33:31.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 700/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.370e-03, size: 672, ETA: 13:32:12
2024-12-17 02:33:32.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.370e-03, size: 576, ETA: 13:32:08
2024-12-17 02:33:34.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.370e-03, size: 736, ETA: 13:32:05
2024-12-17 02:33:37.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.370e-03, size: 576, ETA: 13:32:02
2024-12-17 02:33:39.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 740/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.370e-03, size: 672, ETA: 13:31:59
2024-12-17 02:33:41.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 750/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.370e-03, size: 608, ETA: 13:31:57
2024-12-17 02:33:43.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 760/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.369e-03, size: 640, ETA: 13:31:54
2024-12-17 02:33:45.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.369e-03, size: 672, ETA: 13:31:51
2024-12-17 02:33:47.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.369e-03, size: 704, ETA: 13:31:49
2024-12-17 02:33:50.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.369e-03, size: 736, ETA: 13:31:47
2024-12-17 02:33:52.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.369e-03, size: 736, ETA: 13:31:44
2024-12-17 02:33:54.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.369e-03, size: 704, ETA: 13:31:40
2024-12-17 02:33:56.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 820/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.369e-03, size: 704, ETA: 13:31:38
2024-12-17 02:33:58.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.369e-03, size: 704, ETA: 13:31:35
2024-12-17 02:34:00.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.369e-03, size: 544, ETA: 13:31:31
2024-12-17 02:34:02.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 850/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.369e-03, size: 608, ETA: 13:31:28
2024-12-17 02:34:04.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.369e-03, size: 704, ETA: 13:31:24
2024-12-17 02:34:06.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.369e-03, size: 640, ETA: 13:31:21
2024-12-17 02:34:08.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.369e-03, size: 704, ETA: 13:31:18
2024-12-17 02:34:10.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.368e-03, size: 736, ETA: 13:31:15
2024-12-17 02:34:12.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.368e-03, size: 576, ETA: 13:31:12
2024-12-17 02:34:14.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 910/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.368e-03, size: 544, ETA: 13:31:08
2024-12-17 02:34:15.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.171s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.368e-03, size: 576, ETA: 13:31:03
2024-12-17 02:34:17.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.164s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.368e-03, size: 544, ETA: 13:30:59
2024-12-17 02:34:19.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.368e-03, size: 640, ETA: 13:30:54
2024-12-17 02:34:20.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.368e-03, size: 544, ETA: 13:30:50
2024-12-17 02:34:22.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.368e-03, size: 640, ETA: 13:30:45
2024-12-17 02:34:24.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 970/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.368e-03, size: 672, ETA: 13:30:41
2024-12-17 02:34:26.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.368e-03, size: 672, ETA: 13:30:38
2024-12-17 02:34:28.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.368e-03, size: 544, ETA: 13:30:35
2024-12-17 02:34:30.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.368e-03, size: 608, ETA: 13:30:31
2024-12-17 02:34:32.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.368e-03, size: 704, ETA: 13:30:28
2024-12-17 02:34:34.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.368e-03, size: 704, ETA: 13:30:25
2024-12-17 02:34:36.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.367e-03, size: 704, ETA: 13:30:22
2024-12-17 02:34:38.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.367e-03, size: 704, ETA: 13:30:19
2024-12-17 02:34:40.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.367e-03, size: 576, ETA: 13:30:16
2024-12-17 02:34:42.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.367e-03, size: 544, ETA: 13:30:13
2024-12-17 02:34:44.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.367e-03, size: 544, ETA: 13:30:09
2024-12-17 02:34:46.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.367e-03, size: 704, ETA: 13:30:06
2024-12-17 02:34:48.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.367e-03, size: 576, ETA: 13:30:02
2024-12-17 02:34:50.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.367e-03, size: 704, ETA: 13:29:59
2024-12-17 02:34:52.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.367e-03, size: 544, ETA: 13:29:57
2024-12-17 02:34:54.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.367e-03, size: 576, ETA: 13:29:53
2024-12-17 02:34:56.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.367e-03, size: 640, ETA: 13:29:50
2024-12-17 02:34:58.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.367e-03, size: 608, ETA: 13:29:46
2024-12-17 02:35:00.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.367e-03, size: 672, ETA: 13:29:43
2024-12-17 02:35:02.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.366e-03, size: 672, ETA: 13:29:39
2024-12-17 02:35:04.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.366e-03, size: 736, ETA: 13:29:37
2024-12-17 02:35:07.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.366e-03, size: 736, ETA: 13:29:36
2024-12-17 02:35:09.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.366e-03, size: 704, ETA: 13:29:33
2024-12-17 02:35:11.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.366e-03, size: 608, ETA: 13:29:30
2024-12-17 02:35:13.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.366e-03, size: 576, ETA: 13:29:28
2024-12-17 02:35:15.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.366e-03, size: 608, ETA: 13:29:25
2024-12-17 02:35:17.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.366e-03, size: 576, ETA: 13:29:22
2024-12-17 02:35:19.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.366e-03, size: 704, ETA: 13:29:20
2024-12-17 02:35:22.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.366e-03, size: 736, ETA: 13:29:18
2024-12-17 02:35:24.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.366e-03, size: 736, ETA: 13:29:15
2024-12-17 02:35:26.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.366e-03, size: 608, ETA: 13:29:12
2024-12-17 02:35:28.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.366e-03, size: 704, ETA: 13:29:10
2024-12-17 02:35:30.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.365e-03, size: 544, ETA: 13:29:06
2024-12-17 02:35:32.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.365e-03, size: 736, ETA: 13:29:03
2024-12-17 02:35:34.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.365e-03, size: 544, ETA: 13:28:59
2024-12-17 02:35:36.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.365e-03, size: 608, ETA: 13:28:56
2024-12-17 02:35:38.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.365e-03, size: 736, ETA: 13:28:53
2024-12-17 02:35:40.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.365e-03, size: 640, ETA: 13:28:49
2024-12-17 02:35:42.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.365e-03, size: 608, ETA: 13:28:46
2024-12-17 02:35:44.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.365e-03, size: 672, ETA: 13:28:43
2024-12-17 02:35:46.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.365e-03, size: 544, ETA: 13:28:40
2024-12-17 02:35:48.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.365e-03, size: 608, ETA: 13:28:36
2024-12-17 02:35:50.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.365e-03, size: 704, ETA: 13:28:33
2024-12-17 02:35:52.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.365e-03, size: 672, ETA: 13:28:29
2024-12-17 02:35:54.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.365e-03, size: 704, ETA: 13:28:26
2024-12-17 02:35:56.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.365e-03, size: 544, ETA: 13:28:23
2024-12-17 02:35:58.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.364e-03, size: 640, ETA: 13:28:19
2024-12-17 02:36:00.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.364e-03, size: 640, ETA: 13:28:16
2024-12-17 02:36:01.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.364e-03, size: 672, ETA: 13:28:12
2024-12-17 02:36:03.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.364e-03, size: 608, ETA: 13:28:08
2024-12-17 02:36:05.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.364e-03, size: 544, ETA: 13:28:05
2024-12-17 02:36:07.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.364e-03, size: 640, ETA: 13:28:01
2024-12-17 02:36:10.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.364e-03, size: 736, ETA: 13:28:00
2024-12-17 02:36:12.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.364e-03, size: 672, ETA: 13:27:57
2024-12-17 02:36:14.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.364e-03, size: 576, ETA: 13:27:54
2024-12-17 02:36:15.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.364e-03, size: 608, ETA: 13:27:50
2024-12-17 02:36:17.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.364e-03, size: 576, ETA: 13:27:47
2024-12-17 02:36:19.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.364e-03, size: 608, ETA: 13:27:43
2024-12-17 02:36:21.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.364e-03, size: 736, ETA: 13:27:40
2024-12-17 02:36:23.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.363e-03, size: 544, ETA: 13:27:36
2024-12-17 02:36:25.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.363e-03, size: 672, ETA: 13:27:33
2024-12-17 02:36:27.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.363e-03, size: 704, ETA: 13:27:30
2024-12-17 02:36:29.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.363e-03, size: 704, ETA: 13:27:27
2024-12-17 02:36:31.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.363e-03, size: 544, ETA: 13:27:24
2024-12-17 02:36:33.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.363e-03, size: 576, ETA: 13:27:20
2024-12-17 02:36:35.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.363e-03, size: 704, ETA: 13:27:17
2024-12-17 02:36:37.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.363e-03, size: 672, ETA: 13:27:14
2024-12-17 02:36:39.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.363e-03, size: 544, ETA: 13:27:10
2024-12-17 02:36:41.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.363e-03, size: 544, ETA: 13:27:06
2024-12-17 02:36:43.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.363e-03, size: 736, ETA: 13:27:03
2024-12-17 02:36:45.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.363e-03, size: 736, ETA: 13:27:01
2024-12-17 02:36:47.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.363e-03, size: 544, ETA: 13:26:58
2024-12-17 02:36:49.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.362e-03, size: 576, ETA: 13:26:54
2024-12-17 02:36:51.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.362e-03, size: 544, ETA: 13:26:49
2024-12-17 02:36:53.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.362e-03, size: 640, ETA: 13:26:45
2024-12-17 02:36:55.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.362e-03, size: 608, ETA: 13:26:42
2024-12-17 02:36:57.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.362e-03, size: 640, ETA: 13:26:38
2024-12-17 02:36:58.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.362e-03, size: 576, ETA: 13:26:34
2024-12-17 02:37:00.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.165s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.362e-03, size: 576, ETA: 13:26:29
2024-12-17 02:37:02.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.362e-03, size: 736, ETA: 13:26:26
2024-12-17 02:37:04.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.362e-03, size: 544, ETA: 13:26:22
2024-12-17 02:37:06.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.362e-03, size: 672, ETA: 13:26:18
2024-12-17 02:37:08.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.362e-03, size: 736, ETA: 13:26:15
2024-12-17 02:37:10.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.362e-03, size: 704, ETA: 13:26:13
2024-12-17 02:37:12.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.362e-03, size: 704, ETA: 13:26:10
2024-12-17 02:37:14.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.361e-03, size: 704, ETA: 13:26:07
2024-12-17 02:37:16.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.361e-03, size: 640, ETA: 13:26:04
2024-12-17 02:37:18.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.361e-03, size: 576, ETA: 13:26:00
2024-12-17 02:37:20.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.361e-03, size: 608, ETA: 13:25:56
2024-12-17 02:37:22.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.361e-03, size: 576, ETA: 13:25:53
2024-12-17 02:37:24.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.361e-03, size: 640, ETA: 13:25:49
2024-12-17 02:37:26.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.361e-03, size: 704, ETA: 13:25:46
2024-12-17 02:37:27.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.361e-03, size: 608, ETA: 13:25:42
2024-12-17 02:37:30.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.361e-03, size: 608, ETA: 13:25:39
2024-12-17 02:37:31.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.361e-03, size: 736, ETA: 13:25:35
2024-12-17 02:37:33.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.361e-03, size: 544, ETA: 13:25:31
2024-12-17 02:37:35.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.361e-03, size: 672, ETA: 13:25:28
2024-12-17 02:37:37.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.361e-03, size: 608, ETA: 13:25:24
2024-12-17 02:37:39.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.361e-03, size: 544, ETA: 13:25:21
2024-12-17 02:37:41.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.360e-03, size: 672, ETA: 13:25:17
2024-12-17 02:37:43.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.360e-03, size: 704, ETA: 13:25:15
2024-12-17 02:37:45.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.360e-03, size: 544, ETA: 13:25:11
2024-12-17 02:37:47.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.360e-03, size: 576, ETA: 13:25:07
2024-12-17 02:37:49.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.360e-03, size: 576, ETA: 13:25:03
2024-12-17 02:37:51.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.360e-03, size: 736, ETA: 13:24:59
2024-12-17 02:37:52.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.360e-03, size: 672, ETA: 13:24:55
2024-12-17 02:37:54.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.360e-03, size: 544, ETA: 13:24:52
2024-12-17 02:37:56.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.360e-03, size: 640, ETA: 13:24:47
2024-12-17 02:37:58.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.360e-03, size: 544, ETA: 13:24:43
2024-12-17 02:38:00.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.360e-03, size: 640, ETA: 13:24:40
2024-12-17 02:38:02.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.360e-03, size: 736, ETA: 13:24:36
2024-12-17 02:38:04.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.360e-03, size: 608, ETA: 13:24:33
2024-12-17 02:38:06.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.359e-03, size: 736, ETA: 13:24:30
2024-12-17 02:38:08.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.359e-03, size: 736, ETA: 13:24:28
2024-12-17 02:38:10.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.359e-03, size: 608, ETA: 13:24:24
2024-12-17 02:38:12.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.359e-03, size: 608, ETA: 13:24:21
2024-12-17 02:38:14.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.359e-03, size: 544, ETA: 13:24:17
2024-12-17 02:38:16.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.359e-03, size: 672, ETA: 13:24:14
2024-12-17 02:38:18.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.359e-03, size: 640, ETA: 13:24:11
2024-12-17 02:38:20.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.359e-03, size: 544, ETA: 13:24:08
2024-12-17 02:38:22.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.359e-03, size: 608, ETA: 13:24:05
2024-12-17 02:38:24.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.359e-03, size: 576, ETA: 13:24:03
2024-12-17 02:38:26.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.359e-03, size: 608, ETA: 13:23:59
2024-12-17 02:38:29.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.359e-03, size: 672, ETA: 13:24:00
2024-12-17 02:38:31.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.359e-03, size: 736, ETA: 13:23:57
2024-12-17 02:38:33.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.358e-03, size: 608, ETA: 13:23:54
2024-12-17 02:38:35.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.358e-03, size: 704, ETA: 13:23:52
2024-12-17 02:38:38.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.358e-03, size: 672, ETA: 13:23:51
2024-12-17 02:38:40.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.358e-03, size: 576, ETA: 13:23:49
2024-12-17 02:38:42.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.358e-03, size: 640, ETA: 13:23:47
2024-12-17 02:38:45.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 3.9Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.358e-03, size: 608, ETA: 13:23:46
2024-12-17 02:38:47.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.235s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.358e-03, size: 672, ETA: 13:23:45
2024-12-17 02:38:49.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.358e-03, size: 640, ETA: 13:23:42
2024-12-17 02:38:51.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.358e-03, size: 736, ETA: 13:23:39
2024-12-17 02:38:53.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.358e-03, size: 736, ETA: 13:23:36
2024-12-17 02:38:55.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.358e-03, size: 576, ETA: 13:23:33
2024-12-17 02:38:57.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.358e-03, size: 704, ETA: 13:23:30
2024-12-17 02:38:59.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.358e-03, size: 672, ETA: 13:23:27
2024-12-17 02:39:02.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.357e-03, size: 736, ETA: 13:23:26
2024-12-17 02:39:04.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.357e-03, size: 736, ETA: 13:23:25
2024-12-17 02:39:07.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.357e-03, size: 576, ETA: 13:23:25
2024-12-17 02:39:10.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.357e-03, size: 576, ETA: 13:23:25
2024-12-17 02:39:12.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.357e-03, size: 544, ETA: 13:23:24
2024-12-17 02:39:14.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.202s, data_time: 0.006s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.357e-03, size: 640, ETA: 13:23:21
2024-12-17 02:39:16.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.357e-03, size: 544, ETA: 13:23:17
2024-12-17 02:39:18.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 20/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.357e-03, size: 576, ETA: 13:23:14
2024-12-17 02:39:19.436 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 02:40:14.983 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 02:40:15.158 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 02:40:15.334 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.17s)
2024-12-17 02:40:15.335 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 02:40:15.344 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 02:40:15.932 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.26 ms, Average inference time: 3.20 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.897
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.984
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.952
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.043
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.677
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.912
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.859
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.922
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.922
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.425
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.784
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.936
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 89.695 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 92.214 |

2024-12-17 02:40:15.933 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 02:40:17.072 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch21
2024-12-17 02:40:19.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.357e-03, size: 672, ETA: 13:23:12
2024-12-17 02:40:22.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.357e-03, size: 608, ETA: 13:23:11
2024-12-17 02:40:24.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.357e-03, size: 704, ETA: 13:23:10
2024-12-17 02:40:27.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.357e-03, size: 736, ETA: 13:23:10
2024-12-17 02:40:29.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.356e-03, size: 704, ETA: 13:23:08
2024-12-17 02:40:31.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.356e-03, size: 544, ETA: 13:23:05
2024-12-17 02:40:33.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.356e-03, size: 608, ETA: 13:23:01
2024-12-17 02:40:35.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.356e-03, size: 544, ETA: 13:22:58
2024-12-17 02:40:37.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.356e-03, size: 736, ETA: 13:22:57
2024-12-17 02:40:40.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.356e-03, size: 704, ETA: 13:22:54
2024-12-17 02:40:42.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.356e-03, size: 640, ETA: 13:22:52
2024-12-17 02:40:45.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.356e-03, size: 736, ETA: 13:22:52
2024-12-17 02:40:47.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.356e-03, size: 704, ETA: 13:22:52
2024-12-17 02:40:50.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.356e-03, size: 704, ETA: 13:22:53
2024-12-17 02:40:53.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.356e-03, size: 608, ETA: 13:22:52
2024-12-17 02:40:55.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.356e-03, size: 544, ETA: 13:22:49
2024-12-17 02:40:57.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.356e-03, size: 576, ETA: 13:22:46
2024-12-17 02:40:59.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.355e-03, size: 672, ETA: 13:22:43
2024-12-17 02:41:01.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.355e-03, size: 576, ETA: 13:22:39
2024-12-17 02:41:03.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.355e-03, size: 640, ETA: 13:22:36
2024-12-17 02:41:05.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.224s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.355e-03, size: 640, ETA: 13:22:34
2024-12-17 02:41:07.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.355e-03, size: 544, ETA: 13:22:33
2024-12-17 02:41:10.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.355e-03, size: 576, ETA: 13:22:31
2024-12-17 02:41:12.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.355e-03, size: 704, ETA: 13:22:31
2024-12-17 02:41:15.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.355e-03, size: 608, ETA: 13:22:31
2024-12-17 02:41:18.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.355e-03, size: 544, ETA: 13:22:31
2024-12-17 02:41:20.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.355e-03, size: 544, ETA: 13:22:27
2024-12-17 02:41:21.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.355e-03, size: 576, ETA: 13:22:23
2024-12-17 02:41:24.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.355e-03, size: 736, ETA: 13:22:20
2024-12-17 02:41:26.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.355e-03, size: 672, ETA: 13:22:17
2024-12-17 02:41:28.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.354e-03, size: 640, ETA: 13:22:14
2024-12-17 02:41:30.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.354e-03, size: 704, ETA: 13:22:11
2024-12-17 02:41:32.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.354e-03, size: 608, ETA: 13:22:09
2024-12-17 02:41:34.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.354e-03, size: 640, ETA: 13:22:07
2024-12-17 02:41:37.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.354e-03, size: 704, ETA: 13:22:05
2024-12-17 02:41:39.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.354e-03, size: 544, ETA: 13:22:04
2024-12-17 02:41:41.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.354e-03, size: 672, ETA: 13:22:03
2024-12-17 02:41:44.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.354e-03, size: 544, ETA: 13:22:00
2024-12-17 02:41:45.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.354e-03, size: 672, ETA: 13:21:57
2024-12-17 02:41:47.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.354e-03, size: 576, ETA: 13:21:53
2024-12-17 02:41:49.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.354e-03, size: 704, ETA: 13:21:50
2024-12-17 02:41:52.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.354e-03, size: 736, ETA: 13:21:48
2024-12-17 02:41:54.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.354e-03, size: 640, ETA: 13:21:45
2024-12-17 02:41:56.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.353e-03, size: 544, ETA: 13:21:43
2024-12-17 02:41:58.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.353e-03, size: 672, ETA: 13:21:42
2024-12-17 02:42:01.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.353e-03, size: 672, ETA: 13:21:42
2024-12-17 02:42:04.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.353e-03, size: 544, ETA: 13:21:41
2024-12-17 02:42:07.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.353e-03, size: 640, ETA: 13:21:42
2024-12-17 02:42:09.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.353e-03, size: 704, ETA: 13:21:41
2024-12-17 02:42:11.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.353e-03, size: 576, ETA: 13:21:38
2024-12-17 02:42:13.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.353e-03, size: 576, ETA: 13:21:34
2024-12-17 02:42:15.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.353e-03, size: 608, ETA: 13:21:31
2024-12-17 02:42:17.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.353e-03, size: 608, ETA: 13:21:28
2024-12-17 02:42:19.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.353e-03, size: 736, ETA: 13:21:25
2024-12-17 02:42:21.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.353e-03, size: 608, ETA: 13:21:23
2024-12-17 02:42:24.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.353e-03, size: 736, ETA: 13:21:22
2024-12-17 02:42:26.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.352e-03, size: 640, ETA: 13:21:19
2024-12-17 02:42:28.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.352e-03, size: 704, ETA: 13:21:16
2024-12-17 02:42:30.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.352e-03, size: 736, ETA: 13:21:14
2024-12-17 02:42:32.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.352e-03, size: 704, ETA: 13:21:11
2024-12-17 02:42:34.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.352e-03, size: 608, ETA: 13:21:07
2024-12-17 02:42:36.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.352e-03, size: 608, ETA: 13:21:04
2024-12-17 02:42:38.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.352e-03, size: 640, ETA: 13:21:03
2024-12-17 02:42:41.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.352e-03, size: 608, ETA: 13:21:01
2024-12-17 02:42:43.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.352e-03, size: 576, ETA: 13:21:01
2024-12-17 02:42:46.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.352e-03, size: 544, ETA: 13:21:01
2024-12-17 02:42:49.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.282s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.352e-03, size: 576, ETA: 13:21:01
2024-12-17 02:42:51.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.352e-03, size: 576, ETA: 13:20:57
2024-12-17 02:42:53.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.352e-03, size: 736, ETA: 13:20:55
2024-12-17 02:42:55.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.351e-03, size: 736, ETA: 13:20:53
2024-12-17 02:42:58.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.351e-03, size: 672, ETA: 13:20:51
2024-12-17 02:43:00.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.351e-03, size: 544, ETA: 13:20:49
2024-12-17 02:43:02.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.351e-03, size: 576, ETA: 13:20:48
2024-12-17 02:43:05.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.351e-03, size: 544, ETA: 13:20:47
2024-12-17 02:43:07.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.351e-03, size: 576, ETA: 13:20:46
2024-12-17 02:43:10.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.351e-03, size: 640, ETA: 13:20:45
2024-12-17 02:43:12.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.351e-03, size: 640, ETA: 13:20:41
2024-12-17 02:43:14.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.351e-03, size: 608, ETA: 13:20:39
2024-12-17 02:43:16.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.351e-03, size: 640, ETA: 13:20:36
2024-12-17 02:43:18.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.351e-03, size: 544, ETA: 13:20:32
2024-12-17 02:43:20.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.351e-03, size: 672, ETA: 13:20:30
2024-12-17 02:43:22.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.350e-03, size: 608, ETA: 13:20:27
2024-12-17 02:43:24.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.350e-03, size: 736, ETA: 13:20:26
2024-12-17 02:43:26.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.350e-03, size: 576, ETA: 13:20:22
2024-12-17 02:43:28.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.350e-03, size: 640, ETA: 13:20:19
2024-12-17 02:43:30.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.350e-03, size: 608, ETA: 13:20:15
2024-12-17 02:43:32.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.350e-03, size: 640, ETA: 13:20:11
2024-12-17 02:43:34.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.350e-03, size: 608, ETA: 13:20:08
2024-12-17 02:43:36.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.350e-03, size: 736, ETA: 13:20:06
2024-12-17 02:43:38.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.350e-03, size: 544, ETA: 13:20:02
2024-12-17 02:43:40.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.350e-03, size: 544, ETA: 13:19:59
2024-12-17 02:43:42.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.350e-03, size: 576, ETA: 13:19:56
2024-12-17 02:43:45.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.350e-03, size: 736, ETA: 13:19:55
2024-12-17 02:43:47.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.350e-03, size: 704, ETA: 13:19:55
2024-12-17 02:43:50.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.349e-03, size: 608, ETA: 13:19:54
2024-12-17 02:43:52.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.349e-03, size: 736, ETA: 13:19:52
2024-12-17 02:43:54.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.349e-03, size: 704, ETA: 13:19:50
2024-12-17 02:43:56.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.349e-03, size: 704, ETA: 13:19:47
2024-12-17 02:43:58.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.349e-03, size: 672, ETA: 13:19:44
2024-12-17 02:44:00.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.349e-03, size: 544, ETA: 13:19:40
2024-12-17 02:44:02.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.349e-03, size: 576, ETA: 13:19:37
2024-12-17 02:44:05.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.349e-03, size: 736, ETA: 13:19:35
2024-12-17 02:44:07.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.349e-03, size: 736, ETA: 13:19:34
2024-12-17 02:44:09.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.349e-03, size: 608, ETA: 13:19:32
2024-12-17 02:44:12.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.349e-03, size: 576, ETA: 13:19:31
2024-12-17 02:44:14.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.349e-03, size: 544, ETA: 13:19:30
2024-12-17 02:44:17.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.349e-03, size: 704, ETA: 13:19:29
2024-12-17 02:44:19.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.348e-03, size: 576, ETA: 13:19:25
2024-12-17 02:44:21.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.348e-03, size: 608, ETA: 13:19:22
2024-12-17 02:44:23.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.348e-03, size: 640, ETA: 13:19:19
2024-12-17 02:44:25.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.348e-03, size: 672, ETA: 13:19:17
2024-12-17 02:44:27.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.348e-03, size: 544, ETA: 13:19:12
2024-12-17 02:44:29.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.348e-03, size: 704, ETA: 13:19:11
2024-12-17 02:44:31.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.348e-03, size: 608, ETA: 13:19:10
2024-12-17 02:44:34.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.348e-03, size: 608, ETA: 13:19:08
2024-12-17 02:44:37.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.348e-03, size: 736, ETA: 13:19:09
2024-12-17 02:44:39.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.348e-03, size: 576, ETA: 13:19:08
2024-12-17 02:44:42.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.348e-03, size: 544, ETA: 13:19:06
2024-12-17 02:44:44.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.348e-03, size: 640, ETA: 13:19:03
2024-12-17 02:44:46.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.347e-03, size: 736, ETA: 13:19:01
2024-12-17 02:44:48.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.347e-03, size: 640, ETA: 13:18:58
2024-12-17 02:44:50.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.347e-03, size: 672, ETA: 13:18:56
2024-12-17 02:44:52.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.347e-03, size: 704, ETA: 13:18:54
2024-12-17 02:44:55.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.347e-03, size: 672, ETA: 13:18:52
2024-12-17 02:44:57.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.347e-03, size: 576, ETA: 13:18:50
2024-12-17 02:45:00.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.347e-03, size: 544, ETA: 13:18:50
2024-12-17 02:45:03.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.302s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.347e-03, size: 640, ETA: 13:18:51
2024-12-17 02:45:05.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.347e-03, size: 544, ETA: 13:18:49
2024-12-17 02:45:07.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.347e-03, size: 736, ETA: 13:18:48
2024-12-17 02:45:10.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.347e-03, size: 736, ETA: 13:18:46
2024-12-17 02:45:11.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.347e-03, size: 576, ETA: 13:18:42
2024-12-17 02:45:13.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.347e-03, size: 544, ETA: 13:18:39
2024-12-17 02:45:15.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.346e-03, size: 544, ETA: 13:18:35
2024-12-17 02:45:17.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.346e-03, size: 544, ETA: 13:18:31
2024-12-17 02:45:20.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.346e-03, size: 736, ETA: 13:18:30
2024-12-17 02:45:22.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.346e-03, size: 736, ETA: 13:18:30
2024-12-17 02:45:25.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.346e-03, size: 576, ETA: 13:18:29
2024-12-17 02:45:27.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.346e-03, size: 576, ETA: 13:18:28
2024-12-17 02:45:30.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.346e-03, size: 576, ETA: 13:18:28
2024-12-17 02:45:33.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.346e-03, size: 736, ETA: 13:18:27
2024-12-17 02:45:35.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.346e-03, size: 640, ETA: 13:18:24
2024-12-17 02:45:37.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.346e-03, size: 608, ETA: 13:18:22
2024-12-17 02:45:39.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.346e-03, size: 704, ETA: 13:18:21
2024-12-17 02:45:42.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.320s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.346e-03, size: 704, ETA: 13:18:23
2024-12-17 02:45:45.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.270s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.345e-03, size: 704, ETA: 13:18:23
2024-12-17 02:45:47.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.345e-03, size: 544, ETA: 13:18:19
2024-12-17 02:45:49.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.345e-03, size: 672, ETA: 13:18:16
2024-12-17 02:45:51.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.345e-03, size: 672, ETA: 13:18:12
2024-12-17 02:45:53.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.345e-03, size: 608, ETA: 13:18:09
2024-12-17 02:45:55.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.345e-03, size: 736, ETA: 13:18:07
2024-12-17 02:45:57.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.345e-03, size: 544, ETA: 13:18:03
2024-12-17 02:45:59.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.345e-03, size: 544, ETA: 13:18:00
2024-12-17 02:46:01.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.345e-03, size: 544, ETA: 13:17:59
2024-12-17 02:46:04.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.345e-03, size: 576, ETA: 13:17:57
2024-12-17 02:46:06.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.345e-03, size: 704, ETA: 13:17:57
2024-12-17 02:46:09.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.345e-03, size: 640, ETA: 13:17:55
2024-12-17 02:46:12.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.345e-03, size: 736, ETA: 13:17:55
2024-12-17 02:46:14.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.344e-03, size: 576, ETA: 13:17:52
2024-12-17 02:46:16.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.344e-03, size: 544, ETA: 13:17:49
2024-12-17 02:46:18.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.344e-03, size: 736, ETA: 13:17:46
2024-12-17 02:46:20.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.344e-03, size: 736, ETA: 13:17:45
2024-12-17 02:46:23.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.344e-03, size: 736, ETA: 13:17:44
2024-12-17 02:46:25.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.344e-03, size: 608, ETA: 13:17:42
2024-12-17 02:46:27.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.344e-03, size: 544, ETA: 13:17:40
2024-12-17 02:46:30.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.344e-03, size: 544, ETA: 13:17:39
2024-12-17 02:46:32.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.344e-03, size: 640, ETA: 13:17:38
2024-12-17 02:46:34.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.344e-03, size: 544, ETA: 13:17:35
2024-12-17 02:46:36.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.344e-03, size: 576, ETA: 13:17:32
2024-12-17 02:46:38.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.344e-03, size: 672, ETA: 13:17:29
2024-12-17 02:46:40.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.343e-03, size: 640, ETA: 13:17:26
2024-12-17 02:46:42.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.343e-03, size: 736, ETA: 13:17:23
2024-12-17 02:46:44.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.343e-03, size: 704, ETA: 13:17:20
2024-12-17 02:46:46.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.201s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.343e-03, size: 640, ETA: 13:17:17
2024-12-17 02:46:49.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.343e-03, size: 640, ETA: 13:17:14
2024-12-17 02:46:51.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.343e-03, size: 544, ETA: 13:17:13
2024-12-17 02:46:53.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.343e-03, size: 640, ETA: 13:17:12
2024-12-17 02:46:56.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.305s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.343e-03, size: 704, ETA: 13:17:13
2024-12-17 02:46:59.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.343e-03, size: 640, ETA: 13:17:13
2024-12-17 02:47:01.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.343e-03, size: 576, ETA: 13:17:10
2024-12-17 02:47:03.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.343e-03, size: 608, ETA: 13:17:07
2024-12-17 02:47:05.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.343e-03, size: 576, ETA: 13:17:04
2024-12-17 02:47:07.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.343e-03, size: 576, ETA: 13:17:00
2024-12-17 02:47:09.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.342e-03, size: 608, ETA: 13:16:57
2024-12-17 02:47:11.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.342e-03, size: 608, ETA: 13:16:54
2024-12-17 02:47:13.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.342e-03, size: 640, ETA: 13:16:52
2024-12-17 02:47:16.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.342e-03, size: 576, ETA: 13:16:51
2024-12-17 02:47:18.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.342e-03, size: 544, ETA: 13:16:49
2024-12-17 02:47:20.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.342e-03, size: 672, ETA: 13:16:46
2024-12-17 02:47:22.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.342e-03, size: 672, ETA: 13:16:43
2024-12-17 02:47:25.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.342e-03, size: 672, ETA: 13:16:42
2024-12-17 02:47:27.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.342e-03, size: 576, ETA: 13:16:40
2024-12-17 02:47:30.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.342e-03, size: 704, ETA: 13:16:40
2024-12-17 02:47:32.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.342e-03, size: 608, ETA: 13:16:37
2024-12-17 02:47:34.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.342e-03, size: 640, ETA: 13:16:36
2024-12-17 02:47:37.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.341e-03, size: 640, ETA: 13:16:35
2024-12-17 02:47:39.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.341e-03, size: 672, ETA: 13:16:32
2024-12-17 02:47:41.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.341e-03, size: 640, ETA: 13:16:31
2024-12-17 02:47:44.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.341e-03, size: 544, ETA: 13:16:29
2024-12-17 02:47:46.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.341e-03, size: 544, ETA: 13:16:28
2024-12-17 02:47:48.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.341e-03, size: 608, ETA: 13:16:27
2024-12-17 02:47:51.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.239s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.341e-03, size: 640, ETA: 13:16:25
2024-12-17 02:47:53.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.341e-03, size: 576, ETA: 13:16:22
2024-12-17 02:47:55.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.341e-03, size: 640, ETA: 13:16:19
2024-12-17 02:47:57.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.341e-03, size: 576, ETA: 13:16:15
2024-12-17 02:47:59.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.341e-03, size: 704, ETA: 13:16:12
2024-12-17 02:48:01.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.341e-03, size: 736, ETA: 13:16:10
2024-12-17 02:48:03.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.340e-03, size: 672, ETA: 13:16:08
2024-12-17 02:48:06.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.340e-03, size: 576, ETA: 13:16:06
2024-12-17 02:48:08.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.340e-03, size: 704, ETA: 13:16:04
2024-12-17 02:48:11.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.340e-03, size: 736, ETA: 13:16:04
2024-12-17 02:48:14.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.299s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.340e-03, size: 672, ETA: 13:16:05
2024-12-17 02:48:16.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.340e-03, size: 736, ETA: 13:16:05
2024-12-17 02:48:18.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.340e-03, size: 544, ETA: 13:16:01
2024-12-17 02:48:20.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.340e-03, size: 640, ETA: 13:15:57
2024-12-17 02:48:22.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.340e-03, size: 736, ETA: 13:15:55
2024-12-17 02:48:24.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.340e-03, size: 704, ETA: 13:15:52
2024-12-17 02:48:26.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.340e-03, size: 608, ETA: 13:15:48
2024-12-17 02:48:28.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.340e-03, size: 640, ETA: 13:15:44
2024-12-17 02:48:30.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.340e-03, size: 672, ETA: 13:15:43
2024-12-17 02:48:33.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.339e-03, size: 736, ETA: 13:15:42
2024-12-17 02:48:35.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.269s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.339e-03, size: 640, ETA: 13:15:41
2024-12-17 02:48:38.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.339e-03, size: 608, ETA: 13:15:40
2024-12-17 02:48:41.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.339e-03, size: 672, ETA: 13:15:41
2024-12-17 02:48:43.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.339e-03, size: 672, ETA: 13:15:38
2024-12-17 02:48:45.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.339e-03, size: 608, ETA: 13:15:34
2024-12-17 02:48:47.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.339e-03, size: 640, ETA: 13:15:31
2024-12-17 02:48:49.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.339e-03, size: 608, ETA: 13:15:28
2024-12-17 02:48:51.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.339e-03, size: 576, ETA: 13:15:24
2024-12-17 02:48:52.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.339e-03, size: 544, ETA: 13:15:20
2024-12-17 02:48:54.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.339e-03, size: 608, ETA: 13:15:17
2024-12-17 02:48:57.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.339e-03, size: 672, ETA: 13:15:16
2024-12-17 02:48:59.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.338e-03, size: 576, ETA: 13:15:14
2024-12-17 02:49:02.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.338e-03, size: 544, ETA: 13:15:13
2024-12-17 02:49:05.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.338e-03, size: 736, ETA: 13:15:15
2024-12-17 02:49:07.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.338e-03, size: 736, ETA: 13:15:14
2024-12-17 02:49:09.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.338e-03, size: 608, ETA: 13:15:11
2024-12-17 02:49:11.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.338e-03, size: 544, ETA: 13:15:07
2024-12-17 02:49:13.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.338e-03, size: 736, ETA: 13:15:04
2024-12-17 02:49:15.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.338e-03, size: 640, ETA: 13:15:01
2024-12-17 02:49:17.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.009s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.338e-03, size: 672, ETA: 13:14:58
2024-12-17 02:49:19.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.338e-03, size: 608, ETA: 13:14:54
2024-12-17 02:49:22.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 21/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.338e-03, size: 736, ETA: 13:14:54
2024-12-17 02:49:23.129 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 02:49:23.547 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch22
2024-12-17 02:49:25.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.338e-03, size: 576, ETA: 13:14:51
2024-12-17 02:49:28.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.337e-03, size: 576, ETA: 13:14:50
2024-12-17 02:49:30.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.337e-03, size: 544, ETA: 13:14:49
2024-12-17 02:49:33.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.337e-03, size: 576, ETA: 13:14:49
2024-12-17 02:49:36.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.337e-03, size: 704, ETA: 13:14:48
2024-12-17 02:49:38.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.337e-03, size: 576, ETA: 13:14:46
2024-12-17 02:49:40.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.337e-03, size: 608, ETA: 13:14:44
2024-12-17 02:49:42.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.337e-03, size: 672, ETA: 13:14:41
2024-12-17 02:49:44.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.337e-03, size: 736, ETA: 13:14:38
2024-12-17 02:49:46.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.337e-03, size: 736, ETA: 13:14:36
2024-12-17 02:49:49.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.337e-03, size: 704, ETA: 13:14:34
2024-12-17 02:49:51.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.337e-03, size: 544, ETA: 13:14:31
2024-12-17 02:49:53.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.337e-03, size: 736, ETA: 13:14:30
2024-12-17 02:49:55.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.336e-03, size: 576, ETA: 13:14:27
2024-12-17 02:49:58.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.336e-03, size: 672, ETA: 13:14:26
2024-12-17 02:50:00.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.336e-03, size: 736, ETA: 13:14:25
2024-12-17 02:50:03.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.336e-03, size: 736, ETA: 13:14:26
2024-12-17 02:50:06.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.336e-03, size: 640, ETA: 13:14:26
2024-12-17 02:50:08.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.336e-03, size: 608, ETA: 13:14:24
2024-12-17 02:50:11.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.336e-03, size: 736, ETA: 13:14:22
2024-12-17 02:50:13.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.336e-03, size: 736, ETA: 13:14:20
2024-12-17 02:50:15.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.336e-03, size: 576, ETA: 13:14:17
2024-12-17 02:50:17.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.336e-03, size: 576, ETA: 13:14:14
2024-12-17 02:50:19.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.336e-03, size: 576, ETA: 13:14:10
2024-12-17 02:50:21.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.336e-03, size: 672, ETA: 13:14:07
2024-12-17 02:50:23.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.335e-03, size: 608, ETA: 13:14:06
2024-12-17 02:50:26.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.247s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.335e-03, size: 736, ETA: 13:14:05
2024-12-17 02:50:28.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.335e-03, size: 704, ETA: 13:14:05
2024-12-17 02:50:31.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.335e-03, size: 704, ETA: 13:14:05
2024-12-17 02:50:34.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.335e-03, size: 608, ETA: 13:14:04
2024-12-17 02:50:36.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.335e-03, size: 672, ETA: 13:14:01
2024-12-17 02:50:38.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.335e-03, size: 544, ETA: 13:13:59
2024-12-17 02:50:40.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.335e-03, size: 704, ETA: 13:13:57
2024-12-17 02:50:43.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.335e-03, size: 704, ETA: 13:13:56
2024-12-17 02:50:45.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.335e-03, size: 608, ETA: 13:13:53
2024-12-17 02:50:47.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.335e-03, size: 672, ETA: 13:13:50
2024-12-17 02:50:49.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.335e-03, size: 672, ETA: 13:13:46
2024-12-17 02:50:51.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.334e-03, size: 576, ETA: 13:13:43
2024-12-17 02:50:53.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.334e-03, size: 672, ETA: 13:13:41
2024-12-17 02:50:55.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.334e-03, size: 576, ETA: 13:13:39
2024-12-17 02:50:58.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.334e-03, size: 736, ETA: 13:13:38
2024-12-17 02:51:00.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.334e-03, size: 736, ETA: 13:13:36
2024-12-17 02:51:02.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.334e-03, size: 640, ETA: 13:13:33
2024-12-17 02:51:04.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.334e-03, size: 672, ETA: 13:13:31
2024-12-17 02:51:07.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.334e-03, size: 608, ETA: 13:13:29
2024-12-17 02:51:09.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.334e-03, size: 576, ETA: 13:13:28
2024-12-17 02:51:12.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.334e-03, size: 640, ETA: 13:13:28
2024-12-17 02:51:14.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.334e-03, size: 544, ETA: 13:13:25
2024-12-17 02:51:16.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.334e-03, size: 544, ETA: 13:13:21
2024-12-17 02:51:17.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.334e-03, size: 544, ETA: 13:13:17
2024-12-17 02:51:19.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.333e-03, size: 576, ETA: 13:13:13
2024-12-17 02:51:21.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.333e-03, size: 672, ETA: 13:13:10
2024-12-17 02:51:24.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.333e-03, size: 576, ETA: 13:13:09
2024-12-17 02:51:26.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.333e-03, size: 544, ETA: 13:13:06
2024-12-17 02:51:28.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.333e-03, size: 672, ETA: 13:13:03
2024-12-17 02:51:30.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.333e-03, size: 640, ETA: 13:13:00
2024-12-17 02:51:32.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.333e-03, size: 544, ETA: 13:12:56
2024-12-17 02:51:34.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.333e-03, size: 608, ETA: 13:12:56
2024-12-17 02:51:37.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.333e-03, size: 672, ETA: 13:12:54
2024-12-17 02:51:39.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.333e-03, size: 576, ETA: 13:12:51
2024-12-17 02:51:41.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.333e-03, size: 736, ETA: 13:12:49
2024-12-17 02:51:43.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.333e-03, size: 576, ETA: 13:12:46
2024-12-17 02:51:45.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.332e-03, size: 608, ETA: 13:12:43
2024-12-17 02:51:47.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.332e-03, size: 704, ETA: 13:12:40
2024-12-17 02:51:49.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.332e-03, size: 576, ETA: 13:12:38
2024-12-17 02:51:52.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.332e-03, size: 736, ETA: 13:12:37
2024-12-17 02:51:55.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.332e-03, size: 736, ETA: 13:12:37
2024-12-17 02:51:57.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.332e-03, size: 736, ETA: 13:12:36
2024-12-17 02:51:59.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.332e-03, size: 608, ETA: 13:12:33
2024-12-17 02:52:01.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.332e-03, size: 544, ETA: 13:12:29
2024-12-17 02:52:03.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.332e-03, size: 544, ETA: 13:12:25
2024-12-17 02:52:05.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.332e-03, size: 576, ETA: 13:12:22
2024-12-17 02:52:07.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.332e-03, size: 672, ETA: 13:12:19
2024-12-17 02:52:09.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.332e-03, size: 704, ETA: 13:12:17
2024-12-17 02:52:12.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.331e-03, size: 576, ETA: 13:12:16
2024-12-17 02:52:14.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.331e-03, size: 736, ETA: 13:12:14
2024-12-17 02:52:17.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.331e-03, size: 544, ETA: 13:12:14
2024-12-17 02:52:19.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.331e-03, size: 736, ETA: 13:12:14
2024-12-17 02:52:22.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.331e-03, size: 672, ETA: 13:12:13
2024-12-17 02:52:24.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.331e-03, size: 736, ETA: 13:12:09
2024-12-17 02:52:26.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.331e-03, size: 608, ETA: 13:12:06
2024-12-17 02:52:28.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.331e-03, size: 544, ETA: 13:12:03
2024-12-17 02:52:30.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.331e-03, size: 608, ETA: 13:12:00
2024-12-17 02:52:32.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.331e-03, size: 704, ETA: 13:11:57
2024-12-17 02:52:34.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.331e-03, size: 704, ETA: 13:11:56
2024-12-17 02:52:37.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.331e-03, size: 640, ETA: 13:11:54
2024-12-17 02:52:39.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.330e-03, size: 672, ETA: 13:11:54
2024-12-17 02:52:42.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.330e-03, size: 544, ETA: 13:11:53
2024-12-17 02:52:44.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.330e-03, size: 608, ETA: 13:11:51
2024-12-17 02:52:46.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.330e-03, size: 608, ETA: 13:11:48
2024-12-17 02:52:48.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.330e-03, size: 608, ETA: 13:11:44
2024-12-17 02:52:50.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.330e-03, size: 576, ETA: 13:11:41
2024-12-17 02:52:52.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.330e-03, size: 576, ETA: 13:11:37
2024-12-17 02:52:54.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.330e-03, size: 704, ETA: 13:11:35
2024-12-17 02:52:56.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.330e-03, size: 640, ETA: 13:11:31
2024-12-17 02:52:58.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.330e-03, size: 736, ETA: 13:11:29
2024-12-17 02:53:01.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.330e-03, size: 704, ETA: 13:11:28
2024-12-17 02:53:03.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.330e-03, size: 640, ETA: 13:11:27
2024-12-17 02:53:05.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.329e-03, size: 704, ETA: 13:11:26
2024-12-17 02:53:08.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.329e-03, size: 608, ETA: 13:11:25
2024-12-17 02:53:10.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.329e-03, size: 576, ETA: 13:11:23
2024-12-17 02:53:13.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.329e-03, size: 704, ETA: 13:11:21
2024-12-17 02:53:15.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.329e-03, size: 672, ETA: 13:11:18
2024-12-17 02:53:17.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.329e-03, size: 704, ETA: 13:11:15
2024-12-17 02:53:19.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.329e-03, size: 672, ETA: 13:11:12
2024-12-17 02:53:21.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.329e-03, size: 736, ETA: 13:11:10
2024-12-17 02:53:23.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.329e-03, size: 608, ETA: 13:11:08
2024-12-17 02:53:26.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.329e-03, size: 576, ETA: 13:11:07
2024-12-17 02:53:28.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.329e-03, size: 704, ETA: 13:11:06
2024-12-17 02:53:31.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.329e-03, size: 672, ETA: 13:11:07
2024-12-17 02:53:34.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.328e-03, size: 736, ETA: 13:11:07
2024-12-17 02:53:36.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.328e-03, size: 576, ETA: 13:11:05
2024-12-17 02:53:38.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.328e-03, size: 640, ETA: 13:11:02
2024-12-17 02:53:40.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.328e-03, size: 608, ETA: 13:10:59
2024-12-17 02:53:42.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.328e-03, size: 704, ETA: 13:10:56
2024-12-17 02:53:45.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.328e-03, size: 704, ETA: 13:10:56
2024-12-17 02:53:47.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.328e-03, size: 608, ETA: 13:10:53
2024-12-17 02:53:49.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.328e-03, size: 576, ETA: 13:10:49
2024-12-17 02:53:51.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.328e-03, size: 576, ETA: 13:10:46
2024-12-17 02:53:53.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.328e-03, size: 704, ETA: 13:10:43
2024-12-17 02:53:55.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.328e-03, size: 544, ETA: 13:10:40
2024-12-17 02:53:57.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.327e-03, size: 704, ETA: 13:10:36
2024-12-17 02:53:59.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.327e-03, size: 672, ETA: 13:10:35
2024-12-17 02:54:02.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.327e-03, size: 640, ETA: 13:10:32
2024-12-17 02:54:04.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.327e-03, size: 736, ETA: 13:10:31
2024-12-17 02:54:07.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.327e-03, size: 736, ETA: 13:10:30
2024-12-17 02:54:10.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.327e-03, size: 672, ETA: 13:10:32
2024-12-17 02:54:12.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.327e-03, size: 544, ETA: 13:10:30
2024-12-17 02:54:14.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.327e-03, size: 576, ETA: 13:10:26
2024-12-17 02:54:16.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.327e-03, size: 672, ETA: 13:10:23
2024-12-17 02:54:18.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.327e-03, size: 608, ETA: 13:10:19
2024-12-17 02:54:20.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.327e-03, size: 736, ETA: 13:10:16
2024-12-17 02:54:22.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.327e-03, size: 672, ETA: 13:10:14
2024-12-17 02:54:24.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.326e-03, size: 576, ETA: 13:10:11
2024-12-17 02:54:26.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.326e-03, size: 704, ETA: 13:10:08
2024-12-17 02:54:28.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.326e-03, size: 672, ETA: 13:10:07
2024-12-17 02:54:31.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.326e-03, size: 544, ETA: 13:10:06
2024-12-17 02:54:33.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.326e-03, size: 640, ETA: 13:10:05
2024-12-17 02:54:36.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.326e-03, size: 576, ETA: 13:10:04
2024-12-17 02:54:38.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.326e-03, size: 608, ETA: 13:10:00
2024-12-17 02:54:40.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.326e-03, size: 704, ETA: 13:09:57
2024-12-17 02:54:42.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.326e-03, size: 544, ETA: 13:09:54
2024-12-17 02:54:44.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.326e-03, size: 576, ETA: 13:09:50
2024-12-17 02:54:45.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.326e-03, size: 608, ETA: 13:09:46
2024-12-17 02:54:47.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.326e-03, size: 608, ETA: 13:09:43
2024-12-17 02:54:50.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.325e-03, size: 576, ETA: 13:09:42
2024-12-17 02:54:52.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.325e-03, size: 704, ETA: 13:09:40
2024-12-17 02:54:55.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.325e-03, size: 544, ETA: 13:09:38
2024-12-17 02:54:57.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.325e-03, size: 736, ETA: 13:09:39
2024-12-17 02:55:00.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.325e-03, size: 704, ETA: 13:09:39
2024-12-17 02:55:02.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.325e-03, size: 704, ETA: 13:09:36
2024-12-17 02:55:04.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.325e-03, size: 704, ETA: 13:09:33
2024-12-17 02:55:06.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.325e-03, size: 704, ETA: 13:09:30
2024-12-17 02:55:08.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.325e-03, size: 608, ETA: 13:09:27
2024-12-17 02:55:10.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.325e-03, size: 640, ETA: 13:09:23
2024-12-17 02:55:12.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.325e-03, size: 544, ETA: 13:09:20
2024-12-17 02:55:14.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.325e-03, size: 608, ETA: 13:09:18
2024-12-17 02:55:17.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.324e-03, size: 576, ETA: 13:09:16
2024-12-17 02:55:19.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.324e-03, size: 576, ETA: 13:09:15
2024-12-17 02:55:22.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.324e-03, size: 704, ETA: 13:09:14
2024-12-17 02:55:24.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.324e-03, size: 544, ETA: 13:09:14
2024-12-17 02:55:26.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.324e-03, size: 608, ETA: 13:09:11
2024-12-17 02:55:28.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.324e-03, size: 608, ETA: 13:09:07
2024-12-17 02:55:31.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.324e-03, size: 736, ETA: 13:09:05
2024-12-17 02:55:33.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.324e-03, size: 544, ETA: 13:09:02
2024-12-17 02:55:34.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.324e-03, size: 704, ETA: 13:08:58
2024-12-17 02:55:36.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.324e-03, size: 544, ETA: 13:08:55
2024-12-17 02:55:39.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.324e-03, size: 544, ETA: 13:08:52
2024-12-17 02:55:41.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.324e-03, size: 640, ETA: 13:08:50
2024-12-17 02:55:43.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.323e-03, size: 640, ETA: 13:08:48
2024-12-17 02:55:46.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.323e-03, size: 704, ETA: 13:08:48
2024-12-17 02:55:49.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.323e-03, size: 640, ETA: 13:08:49
2024-12-17 02:55:51.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.323e-03, size: 576, ETA: 13:08:48
2024-12-17 02:55:53.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.323e-03, size: 640, ETA: 13:08:45
2024-12-17 02:55:55.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.323e-03, size: 640, ETA: 13:08:41
2024-12-17 02:55:57.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.323e-03, size: 640, ETA: 13:08:38
2024-12-17 02:55:59.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.323e-03, size: 608, ETA: 13:08:35
2024-12-17 02:56:01.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.323e-03, size: 672, ETA: 13:08:32
2024-12-17 02:56:03.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.323e-03, size: 640, ETA: 13:08:29
2024-12-17 02:56:05.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.323e-03, size: 544, ETA: 13:08:27
2024-12-17 02:56:08.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.323e-03, size: 736, ETA: 13:08:26
2024-12-17 02:56:10.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.322e-03, size: 640, ETA: 13:08:25
2024-12-17 02:56:13.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.322e-03, size: 736, ETA: 13:08:25
2024-12-17 02:56:16.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.322e-03, size: 736, ETA: 13:08:27
2024-12-17 02:56:18.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.322e-03, size: 672, ETA: 13:08:24
2024-12-17 02:56:20.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.322e-03, size: 704, ETA: 13:08:21
2024-12-17 02:56:23.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.322e-03, size: 736, ETA: 13:08:18
2024-12-17 02:56:25.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.322e-03, size: 704, ETA: 13:08:15
2024-12-17 02:56:27.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.322e-03, size: 576, ETA: 13:08:12
2024-12-17 02:56:28.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.322e-03, size: 576, ETA: 13:08:08
2024-12-17 02:56:31.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.322e-03, size: 640, ETA: 13:08:06
2024-12-17 02:56:33.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.322e-03, size: 544, ETA: 13:08:05
2024-12-17 02:56:35.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.321e-03, size: 736, ETA: 13:08:03
2024-12-17 02:56:38.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.321e-03, size: 736, ETA: 13:08:02
2024-12-17 02:56:41.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.321e-03, size: 544, ETA: 13:08:03
2024-12-17 02:56:43.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.321e-03, size: 608, ETA: 13:08:00
2024-12-17 02:56:45.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.321e-03, size: 544, ETA: 13:07:56
2024-12-17 02:56:47.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.321e-03, size: 608, ETA: 13:07:54
2024-12-17 02:56:49.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.321e-03, size: 608, ETA: 13:07:51
2024-12-17 02:56:51.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.321e-03, size: 544, ETA: 13:07:49
2024-12-17 02:56:54.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.321e-03, size: 544, ETA: 13:07:48
2024-12-17 02:56:56.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.321e-03, size: 608, ETA: 13:07:46
2024-12-17 02:56:58.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.321e-03, size: 576, ETA: 13:07:42
2024-12-17 02:57:00.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.321e-03, size: 640, ETA: 13:07:39
2024-12-17 02:57:02.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.320e-03, size: 576, ETA: 13:07:35
2024-12-17 02:57:04.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.320e-03, size: 704, ETA: 13:07:32
2024-12-17 02:57:06.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.320e-03, size: 544, ETA: 13:07:29
2024-12-17 02:57:08.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.320e-03, size: 672, ETA: 13:07:26
2024-12-17 02:57:10.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.320e-03, size: 544, ETA: 13:07:22
2024-12-17 02:57:11.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.181s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.320e-03, size: 608, ETA: 13:07:18
2024-12-17 02:57:14.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.320e-03, size: 672, ETA: 13:07:16
2024-12-17 02:57:16.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.320e-03, size: 672, ETA: 13:07:13
2024-12-17 02:57:18.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.320e-03, size: 640, ETA: 13:07:10
2024-12-17 02:57:20.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.320e-03, size: 704, ETA: 13:07:07
2024-12-17 02:57:22.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.320e-03, size: 544, ETA: 13:07:04
2024-12-17 02:57:24.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.320e-03, size: 640, ETA: 13:07:00
2024-12-17 02:57:25.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.319e-03, size: 704, ETA: 13:06:57
2024-12-17 02:57:28.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.319e-03, size: 576, ETA: 13:06:55
2024-12-17 02:57:30.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.319e-03, size: 672, ETA: 13:06:52
2024-12-17 02:57:32.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.319e-03, size: 640, ETA: 13:06:49
2024-12-17 02:57:34.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.319e-03, size: 576, ETA: 13:06:48
2024-12-17 02:57:37.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.319e-03, size: 544, ETA: 13:06:46
2024-12-17 02:57:39.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.319e-03, size: 544, ETA: 13:06:45
2024-12-17 02:57:41.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.319e-03, size: 608, ETA: 13:06:43
2024-12-17 02:57:44.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.319e-03, size: 576, ETA: 13:06:41
2024-12-17 02:57:46.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.319e-03, size: 576, ETA: 13:06:39
2024-12-17 02:57:48.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.319e-03, size: 640, ETA: 13:06:38
2024-12-17 02:57:51.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.318e-03, size: 704, ETA: 13:06:36
2024-12-17 02:57:53.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.318e-03, size: 672, ETA: 13:06:35
2024-12-17 02:57:56.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.318e-03, size: 704, ETA: 13:06:34
2024-12-17 02:57:58.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.318e-03, size: 704, ETA: 13:06:33
2024-12-17 02:58:00.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.318e-03, size: 672, ETA: 13:06:30
2024-12-17 02:58:02.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.318e-03, size: 608, ETA: 13:06:28
2024-12-17 02:58:04.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.318e-03, size: 704, ETA: 13:06:24
2024-12-17 02:58:07.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.318e-03, size: 608, ETA: 13:06:22
2024-12-17 02:58:09.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.318e-03, size: 608, ETA: 13:06:19
2024-12-17 02:58:11.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.318e-03, size: 576, ETA: 13:06:16
2024-12-17 02:58:13.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.318e-03, size: 544, ETA: 13:06:13
2024-12-17 02:58:15.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.318e-03, size: 544, ETA: 13:06:09
2024-12-17 02:58:17.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.019s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.317e-03, size: 640, ETA: 13:06:06
2024-12-17 02:58:18.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.317e-03, size: 672, ETA: 13:06:02
2024-12-17 02:58:20.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 22/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.317e-03, size: 672, ETA: 13:05:59
2024-12-17 02:58:21.615 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 02:58:22.045 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch23
2024-12-17 02:58:24.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.317e-03, size: 736, ETA: 13:05:55
2024-12-17 02:58:26.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.317e-03, size: 640, ETA: 13:05:52
2024-12-17 02:58:28.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.317e-03, size: 576, ETA: 13:05:48
2024-12-17 02:58:29.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.317e-03, size: 544, ETA: 13:05:45
2024-12-17 02:58:31.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.317e-03, size: 608, ETA: 13:05:41
2024-12-17 02:58:33.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.317e-03, size: 544, ETA: 13:05:37
2024-12-17 02:58:35.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.317e-03, size: 640, ETA: 13:05:34
2024-12-17 02:58:37.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.317e-03, size: 544, ETA: 13:05:30
2024-12-17 02:58:39.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.316e-03, size: 608, ETA: 13:05:26
2024-12-17 02:58:41.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.316e-03, size: 736, ETA: 13:05:24
2024-12-17 02:58:43.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.316e-03, size: 704, ETA: 13:05:21
2024-12-17 02:58:45.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.316e-03, size: 704, ETA: 13:05:18
2024-12-17 02:58:47.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.316e-03, size: 672, ETA: 13:05:15
2024-12-17 02:58:49.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.316e-03, size: 640, ETA: 13:05:12
2024-12-17 02:58:51.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.316e-03, size: 576, ETA: 13:05:08
2024-12-17 02:58:53.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.316e-03, size: 544, ETA: 13:05:04
2024-12-17 02:58:54.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.316e-03, size: 544, ETA: 13:05:00
2024-12-17 02:58:56.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.316e-03, size: 576, ETA: 13:04:57
2024-12-17 02:58:58.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.316e-03, size: 576, ETA: 13:04:54
2024-12-17 02:59:00.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.316e-03, size: 704, ETA: 13:04:51
2024-12-17 02:59:02.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.315e-03, size: 608, ETA: 13:04:48
2024-12-17 02:59:04.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.315e-03, size: 544, ETA: 13:04:44
2024-12-17 02:59:06.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.315e-03, size: 640, ETA: 13:04:41
2024-12-17 02:59:08.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.315e-03, size: 736, ETA: 13:04:38
2024-12-17 02:59:10.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.315e-03, size: 544, ETA: 13:04:35
2024-12-17 02:59:12.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.315e-03, size: 608, ETA: 13:04:32
2024-12-17 02:59:14.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.315e-03, size: 736, ETA: 13:04:29
2024-12-17 02:59:16.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.315e-03, size: 640, ETA: 13:04:26
2024-12-17 02:59:18.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.315e-03, size: 640, ETA: 13:04:23
2024-12-17 02:59:20.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.315e-03, size: 640, ETA: 13:04:20
2024-12-17 02:59:22.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.315e-03, size: 704, ETA: 13:04:17
2024-12-17 02:59:24.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.314e-03, size: 608, ETA: 13:04:14
2024-12-17 02:59:26.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.314e-03, size: 544, ETA: 13:04:10
2024-12-17 02:59:28.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.314e-03, size: 704, ETA: 13:04:07
2024-12-17 02:59:30.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.314e-03, size: 672, ETA: 13:04:04
2024-12-17 02:59:32.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.314e-03, size: 640, ETA: 13:04:01
2024-12-17 02:59:34.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.314e-03, size: 576, ETA: 13:03:57
2024-12-17 02:59:36.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.314e-03, size: 608, ETA: 13:03:53
2024-12-17 02:59:38.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.314e-03, size: 640, ETA: 13:03:50
2024-12-17 02:59:40.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.314e-03, size: 608, ETA: 13:03:47
2024-12-17 02:59:41.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.314e-03, size: 576, ETA: 13:03:43
2024-12-17 02:59:44.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.314e-03, size: 640, ETA: 13:03:41
2024-12-17 02:59:45.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.314e-03, size: 544, ETA: 13:03:37
2024-12-17 02:59:47.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.313e-03, size: 608, ETA: 13:03:34
2024-12-17 02:59:49.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.313e-03, size: 640, ETA: 13:03:31
2024-12-17 02:59:51.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.195s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.313e-03, size: 640, ETA: 13:03:28
2024-12-17 02:59:53.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.313e-03, size: 608, ETA: 13:03:24
2024-12-17 02:59:55.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.313e-03, size: 576, ETA: 13:03:21
2024-12-17 02:59:57.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.313e-03, size: 736, ETA: 13:03:18
2024-12-17 02:59:59.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.313e-03, size: 608, ETA: 13:03:15
2024-12-17 03:00:02.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.313e-03, size: 672, ETA: 13:03:13
2024-12-17 03:00:03.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.313e-03, size: 544, ETA: 13:03:09
2024-12-17 03:00:05.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.313e-03, size: 576, ETA: 13:03:05
2024-12-17 03:00:07.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.313e-03, size: 736, ETA: 13:03:02
2024-12-17 03:00:09.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.233s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.312e-03, size: 704, ETA: 13:03:00
2024-12-17 03:00:11.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.312e-03, size: 704, ETA: 13:02:57
2024-12-17 03:00:13.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.312e-03, size: 544, ETA: 13:02:54
2024-12-17 03:00:15.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.312e-03, size: 544, ETA: 13:02:50
2024-12-17 03:00:17.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.312e-03, size: 704, ETA: 13:02:47
2024-12-17 03:00:19.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.312e-03, size: 608, ETA: 13:02:44
2024-12-17 03:00:21.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.312e-03, size: 736, ETA: 13:02:41
2024-12-17 03:00:23.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.312e-03, size: 672, ETA: 13:02:38
2024-12-17 03:00:25.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.312e-03, size: 640, ETA: 13:02:35
2024-12-17 03:00:28.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.312e-03, size: 736, ETA: 13:02:33
2024-12-17 03:00:29.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.312e-03, size: 672, ETA: 13:02:30
2024-12-17 03:00:31.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.311e-03, size: 576, ETA: 13:02:26
2024-12-17 03:00:33.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.311e-03, size: 672, ETA: 13:02:23
2024-12-17 03:00:35.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.311e-03, size: 544, ETA: 13:02:20
2024-12-17 03:00:37.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.311e-03, size: 736, ETA: 13:02:17
2024-12-17 03:00:39.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.311e-03, size: 640, ETA: 13:02:14
2024-12-17 03:00:42.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.311e-03, size: 736, ETA: 13:02:12
2024-12-17 03:00:44.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.311e-03, size: 672, ETA: 13:02:09
2024-12-17 03:00:46.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.311e-03, size: 640, ETA: 13:02:07
2024-12-17 03:00:48.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.311e-03, size: 672, ETA: 13:02:03
2024-12-17 03:00:50.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.311e-03, size: 704, ETA: 13:02:00
2024-12-17 03:00:52.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.311e-03, size: 736, ETA: 13:01:58
2024-12-17 03:00:54.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.311e-03, size: 640, ETA: 13:01:55
2024-12-17 03:00:56.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.310e-03, size: 672, ETA: 13:01:52
2024-12-17 03:00:58.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.310e-03, size: 576, ETA: 13:01:48
2024-12-17 03:01:00.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.310e-03, size: 640, ETA: 13:01:45
2024-12-17 03:01:01.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.310e-03, size: 608, ETA: 13:01:41
2024-12-17 03:01:03.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.310e-03, size: 544, ETA: 13:01:37
2024-12-17 03:01:05.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.310e-03, size: 640, ETA: 13:01:34
2024-12-17 03:01:07.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.310e-03, size: 736, ETA: 13:01:31
2024-12-17 03:01:09.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.310e-03, size: 704, ETA: 13:01:28
2024-12-17 03:01:11.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.310e-03, size: 544, ETA: 13:01:25
2024-12-17 03:01:13.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.310e-03, size: 672, ETA: 13:01:22
2024-12-17 03:01:15.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.310e-03, size: 672, ETA: 13:01:20
2024-12-17 03:01:18.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.309e-03, size: 672, ETA: 13:01:17
2024-12-17 03:01:20.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.309e-03, size: 736, ETA: 13:01:16
2024-12-17 03:01:22.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.309e-03, size: 672, ETA: 13:01:13
2024-12-17 03:01:25.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.309e-03, size: 704, ETA: 13:01:13
2024-12-17 03:01:28.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.309e-03, size: 672, ETA: 13:01:12
2024-12-17 03:01:30.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.309e-03, size: 576, ETA: 13:01:11
2024-12-17 03:01:32.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.309e-03, size: 544, ETA: 13:01:10
2024-12-17 03:01:35.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.309e-03, size: 736, ETA: 13:01:08
2024-12-17 03:01:38.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.309e-03, size: 640, ETA: 13:01:09
2024-12-17 03:01:41.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.309e-03, size: 576, ETA: 13:01:10
2024-12-17 03:01:43.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.309e-03, size: 576, ETA: 13:01:07
2024-12-17 03:01:45.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.309e-03, size: 576, ETA: 13:01:04
2024-12-17 03:01:47.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.308e-03, size: 736, ETA: 13:01:00
2024-12-17 03:01:49.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.308e-03, size: 576, ETA: 13:00:57
2024-12-17 03:01:51.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.4, lr: 2.308e-03, size: 576, ETA: 13:00:54
2024-12-17 03:01:53.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.308e-03, size: 544, ETA: 13:00:51
2024-12-17 03:01:55.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.308e-03, size: 640, ETA: 13:00:48
2024-12-17 03:01:57.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.308e-03, size: 544, ETA: 13:00:46
2024-12-17 03:01:59.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.308e-03, size: 704, ETA: 13:00:44
2024-12-17 03:02:01.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.308e-03, size: 640, ETA: 13:00:41
2024-12-17 03:02:03.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.308e-03, size: 576, ETA: 13:00:38
2024-12-17 03:02:05.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.308e-03, size: 736, ETA: 13:00:35
2024-12-17 03:02:07.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.308e-03, size: 704, ETA: 13:00:31
2024-12-17 03:02:09.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.307e-03, size: 576, ETA: 13:00:28
2024-12-17 03:02:11.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.307e-03, size: 736, ETA: 13:00:26
2024-12-17 03:02:13.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.307e-03, size: 672, ETA: 13:00:24
2024-12-17 03:02:16.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.307e-03, size: 608, ETA: 13:00:21
2024-12-17 03:02:18.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.307e-03, size: 608, ETA: 13:00:21
2024-12-17 03:02:21.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.307e-03, size: 704, ETA: 13:00:20
2024-12-17 03:02:24.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.307e-03, size: 736, ETA: 13:00:21
2024-12-17 03:02:27.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.314s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.307e-03, size: 544, ETA: 13:00:23
2024-12-17 03:02:29.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.307e-03, size: 544, ETA: 13:00:21
2024-12-17 03:02:31.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.307e-03, size: 640, ETA: 13:00:17
2024-12-17 03:02:33.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.307e-03, size: 672, ETA: 13:00:15
2024-12-17 03:02:35.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.306e-03, size: 640, ETA: 13:00:12
2024-12-17 03:02:37.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.306e-03, size: 672, ETA: 13:00:09
2024-12-17 03:02:39.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.306e-03, size: 608, ETA: 13:00:06
2024-12-17 03:02:42.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.306e-03, size: 736, ETA: 13:00:03
2024-12-17 03:02:44.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.306e-03, size: 608, ETA: 13:00:02
2024-12-17 03:02:46.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.306e-03, size: 672, ETA: 13:00:01
2024-12-17 03:02:49.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.306e-03, size: 640, ETA: 13:00:00
2024-12-17 03:02:52.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.306e-03, size: 736, ETA: 13:00:00
2024-12-17 03:02:54.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.306e-03, size: 544, ETA: 12:59:59
2024-12-17 03:02:56.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.306e-03, size: 736, ETA: 12:59:56
2024-12-17 03:02:58.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.306e-03, size: 704, ETA: 12:59:53
2024-12-17 03:03:01.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.305e-03, size: 672, ETA: 12:59:51
2024-12-17 03:03:03.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.305e-03, size: 672, ETA: 12:59:48
2024-12-17 03:03:05.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.305e-03, size: 672, ETA: 12:59:45
2024-12-17 03:03:07.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.305e-03, size: 736, ETA: 12:59:44
2024-12-17 03:03:09.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.305e-03, size: 640, ETA: 12:59:42
2024-12-17 03:03:12.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.305e-03, size: 544, ETA: 12:59:40
2024-12-17 03:03:14.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.305e-03, size: 640, ETA: 12:59:39
2024-12-17 03:03:17.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.305e-03, size: 576, ETA: 12:59:38
2024-12-17 03:03:19.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.305e-03, size: 576, ETA: 12:59:37
2024-12-17 03:03:21.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.305e-03, size: 672, ETA: 12:59:34
2024-12-17 03:03:23.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.305e-03, size: 672, ETA: 12:59:31
2024-12-17 03:03:25.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.305e-03, size: 672, ETA: 12:59:28
2024-12-17 03:03:28.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.304e-03, size: 736, ETA: 12:59:26
2024-12-17 03:03:30.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.304e-03, size: 544, ETA: 12:59:22
2024-12-17 03:03:32.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.304e-03, size: 544, ETA: 12:59:20
2024-12-17 03:03:34.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.304e-03, size: 672, ETA: 12:59:18
2024-12-17 03:03:36.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.304e-03, size: 736, ETA: 12:59:17
2024-12-17 03:03:39.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.304e-03, size: 544, ETA: 12:59:15
2024-12-17 03:03:42.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.304e-03, size: 736, ETA: 12:59:15
2024-12-17 03:03:44.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.304e-03, size: 608, ETA: 12:59:14
2024-12-17 03:03:46.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.304e-03, size: 736, ETA: 12:59:11
2024-12-17 03:03:48.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.304e-03, size: 672, ETA: 12:59:08
2024-12-17 03:03:50.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.304e-03, size: 608, ETA: 12:59:06
2024-12-17 03:03:52.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.303e-03, size: 640, ETA: 12:59:03
2024-12-17 03:03:54.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.303e-03, size: 608, ETA: 12:59:00
2024-12-17 03:03:57.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.303e-03, size: 640, ETA: 12:58:58
2024-12-17 03:03:59.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.303e-03, size: 704, ETA: 12:58:56
2024-12-17 03:04:01.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.248s, data_time: 0.001s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.303e-03, size: 640, ETA: 12:58:55
2024-12-17 03:04:04.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.303e-03, size: 672, ETA: 12:58:54
2024-12-17 03:04:07.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.312s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.303e-03, size: 672, ETA: 12:58:55
2024-12-17 03:04:10.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.303e-03, size: 640, ETA: 12:58:54
2024-12-17 03:04:11.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.303e-03, size: 544, ETA: 12:58:50
2024-12-17 03:04:13.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.303e-03, size: 576, ETA: 12:58:48
2024-12-17 03:04:15.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.303e-03, size: 608, ETA: 12:58:45
2024-12-17 03:04:18.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.302e-03, size: 640, ETA: 12:58:42
2024-12-17 03:04:20.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.302e-03, size: 576, ETA: 12:58:39
2024-12-17 03:04:22.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.302e-03, size: 672, ETA: 12:58:36
2024-12-17 03:04:24.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.302e-03, size: 672, ETA: 12:58:34
2024-12-17 03:04:26.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.302e-03, size: 704, ETA: 12:58:32
2024-12-17 03:04:29.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.302e-03, size: 704, ETA: 12:58:30
2024-12-17 03:04:31.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.302e-03, size: 640, ETA: 12:58:30
2024-12-17 03:04:34.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.302e-03, size: 544, ETA: 12:58:28
2024-12-17 03:04:36.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.302e-03, size: 640, ETA: 12:58:26
2024-12-17 03:04:38.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.302e-03, size: 608, ETA: 12:58:23
2024-12-17 03:04:40.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.302e-03, size: 704, ETA: 12:58:20
2024-12-17 03:04:42.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.301e-03, size: 576, ETA: 12:58:17
2024-12-17 03:04:44.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.301e-03, size: 544, ETA: 12:58:14
2024-12-17 03:04:46.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.301e-03, size: 704, ETA: 12:58:11
2024-12-17 03:04:48.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.301e-03, size: 640, ETA: 12:58:09
2024-12-17 03:04:50.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.301e-03, size: 608, ETA: 12:58:07
2024-12-17 03:04:53.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.301e-03, size: 608, ETA: 12:58:05
2024-12-17 03:04:55.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.301e-03, size: 544, ETA: 12:58:03
2024-12-17 03:04:57.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.301e-03, size: 608, ETA: 12:58:00
2024-12-17 03:04:59.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.301e-03, size: 736, ETA: 12:57:59
2024-12-17 03:05:02.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.301e-03, size: 736, ETA: 12:57:57
2024-12-17 03:05:03.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.301e-03, size: 608, ETA: 12:57:53
2024-12-17 03:05:06.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.300e-03, size: 608, ETA: 12:57:50
2024-12-17 03:05:08.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.300e-03, size: 608, ETA: 12:57:47
2024-12-17 03:05:10.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.300e-03, size: 736, ETA: 12:57:45
2024-12-17 03:05:12.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.300e-03, size: 640, ETA: 12:57:43
2024-12-17 03:05:14.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.300e-03, size: 736, ETA: 12:57:42
2024-12-17 03:05:17.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.300e-03, size: 704, ETA: 12:57:41
2024-12-17 03:05:19.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.300e-03, size: 704, ETA: 12:57:39
2024-12-17 03:05:22.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.300e-03, size: 544, ETA: 12:57:38
2024-12-17 03:05:24.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.300e-03, size: 736, ETA: 12:57:36
2024-12-17 03:05:26.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.300e-03, size: 576, ETA: 12:57:33
2024-12-17 03:05:28.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.300e-03, size: 576, ETA: 12:57:29
2024-12-17 03:05:30.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.300e-03, size: 608, ETA: 12:57:26
2024-12-17 03:05:32.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.299e-03, size: 704, ETA: 12:57:23
2024-12-17 03:05:34.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.299e-03, size: 640, ETA: 12:57:21
2024-12-17 03:05:36.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.299e-03, size: 736, ETA: 12:57:18
2024-12-17 03:05:39.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.299e-03, size: 736, ETA: 12:57:17
2024-12-17 03:05:41.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.299e-03, size: 608, ETA: 12:57:14
2024-12-17 03:05:43.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.299e-03, size: 608, ETA: 12:57:12
2024-12-17 03:05:46.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.299e-03, size: 704, ETA: 12:57:11
2024-12-17 03:05:48.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.299e-03, size: 640, ETA: 12:57:10
2024-12-17 03:05:50.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.299e-03, size: 672, ETA: 12:57:07
2024-12-17 03:05:52.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.299e-03, size: 704, ETA: 12:57:04
2024-12-17 03:05:54.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.299e-03, size: 544, ETA: 12:57:01
2024-12-17 03:05:56.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.298e-03, size: 576, ETA: 12:56:57
2024-12-17 03:05:58.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.298e-03, size: 640, ETA: 12:56:55
2024-12-17 03:06:00.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.298e-03, size: 576, ETA: 12:56:51
2024-12-17 03:06:02.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.298e-03, size: 736, ETA: 12:56:49
2024-12-17 03:06:05.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.298e-03, size: 640, ETA: 12:56:48
2024-12-17 03:06:07.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.298e-03, size: 704, ETA: 12:56:47
2024-12-17 03:06:10.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.298e-03, size: 640, ETA: 12:56:47
2024-12-17 03:06:12.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.298e-03, size: 736, ETA: 12:56:46
2024-12-17 03:06:15.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.298e-03, size: 672, ETA: 12:56:45
2024-12-17 03:06:17.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.298e-03, size: 736, ETA: 12:56:43
2024-12-17 03:06:19.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.298e-03, size: 608, ETA: 12:56:40
2024-12-17 03:06:22.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.297e-03, size: 736, ETA: 12:56:39
2024-12-17 03:06:24.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.297e-03, size: 544, ETA: 12:56:36
2024-12-17 03:06:26.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.297e-03, size: 672, ETA: 12:56:33
2024-12-17 03:06:28.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.297e-03, size: 736, ETA: 12:56:30
2024-12-17 03:06:30.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.297e-03, size: 576, ETA: 12:56:27
2024-12-17 03:06:32.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.297e-03, size: 544, ETA: 12:56:24
2024-12-17 03:06:34.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.297e-03, size: 608, ETA: 12:56:20
2024-12-17 03:06:36.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.297e-03, size: 704, ETA: 12:56:18
2024-12-17 03:06:38.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.297e-03, size: 672, ETA: 12:56:15
2024-12-17 03:06:40.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.297e-03, size: 640, ETA: 12:56:12
2024-12-17 03:06:42.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.297e-03, size: 576, ETA: 12:56:09
2024-12-17 03:06:44.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.296e-03, size: 736, ETA: 12:56:07
2024-12-17 03:06:46.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.296e-03, size: 736, ETA: 12:56:04
2024-12-17 03:06:48.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.296e-03, size: 672, ETA: 12:56:01
2024-12-17 03:06:50.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.296e-03, size: 672, ETA: 12:55:59
2024-12-17 03:06:53.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.296e-03, size: 544, ETA: 12:55:56
2024-12-17 03:06:55.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.007s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.296e-03, size: 576, ETA: 12:55:53
2024-12-17 03:06:56.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.296e-03, size: 576, ETA: 12:55:50
2024-12-17 03:06:59.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 23/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.296e-03, size: 736, ETA: 12:55:47
2024-12-17 03:06:59.902 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 03:07:00.322 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch24
2024-12-17 03:07:02.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.296e-03, size: 736, ETA: 12:55:43
2024-12-17 03:07:04.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.296e-03, size: 544, ETA: 12:55:40
2024-12-17 03:07:05.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.295e-03, size: 576, ETA: 12:55:36
2024-12-17 03:07:07.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.295e-03, size: 544, ETA: 12:55:32
2024-12-17 03:07:09.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.295e-03, size: 640, ETA: 12:55:29
2024-12-17 03:07:11.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.295e-03, size: 544, ETA: 12:55:26
2024-12-17 03:07:13.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.295e-03, size: 608, ETA: 12:55:23
2024-12-17 03:07:15.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.295e-03, size: 704, ETA: 12:55:19
2024-12-17 03:07:17.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.295e-03, size: 576, ETA: 12:55:16
2024-12-17 03:07:19.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.295e-03, size: 608, ETA: 12:55:13
2024-12-17 03:07:21.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.295e-03, size: 608, ETA: 12:55:09
2024-12-17 03:07:23.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.295e-03, size: 736, ETA: 12:55:06
2024-12-17 03:07:25.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.295e-03, size: 640, ETA: 12:55:03
2024-12-17 03:07:27.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.294e-03, size: 672, ETA: 12:55:00
2024-12-17 03:07:29.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.294e-03, size: 640, ETA: 12:54:58
2024-12-17 03:07:31.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.294e-03, size: 704, ETA: 12:54:55
2024-12-17 03:07:33.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.294e-03, size: 544, ETA: 12:54:52
2024-12-17 03:07:35.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.294e-03, size: 704, ETA: 12:54:49
2024-12-17 03:07:37.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.294e-03, size: 544, ETA: 12:54:46
2024-12-17 03:07:39.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.294e-03, size: 576, ETA: 12:54:43
2024-12-17 03:07:42.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.294e-03, size: 608, ETA: 12:54:42
2024-12-17 03:07:45.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.294e-03, size: 640, ETA: 12:54:42
2024-12-17 03:07:47.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.294e-03, size: 672, ETA: 12:54:39
2024-12-17 03:07:49.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.294e-03, size: 640, ETA: 12:54:37
2024-12-17 03:07:51.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.293e-03, size: 576, ETA: 12:54:33
2024-12-17 03:07:53.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.293e-03, size: 736, ETA: 12:54:31
2024-12-17 03:07:55.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.293e-03, size: 640, ETA: 12:54:28
2024-12-17 03:07:57.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.293e-03, size: 672, ETA: 12:54:25
2024-12-17 03:08:00.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.293e-03, size: 672, ETA: 12:54:25
2024-12-17 03:08:02.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.293e-03, size: 608, ETA: 12:54:25
2024-12-17 03:08:05.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.293e-03, size: 608, ETA: 12:54:25
2024-12-17 03:08:07.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.293e-03, size: 576, ETA: 12:54:22
2024-12-17 03:08:09.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.293e-03, size: 736, ETA: 12:54:19
2024-12-17 03:08:11.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.293e-03, size: 608, ETA: 12:54:17
2024-12-17 03:08:14.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.293e-03, size: 704, ETA: 12:54:15
2024-12-17 03:08:16.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.292e-03, size: 736, ETA: 12:54:12
2024-12-17 03:08:18.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.292e-03, size: 704, ETA: 12:54:11
2024-12-17 03:08:21.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.292e-03, size: 544, ETA: 12:54:10
2024-12-17 03:08:23.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.292e-03, size: 608, ETA: 12:54:08
2024-12-17 03:08:25.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.292e-03, size: 544, ETA: 12:54:07
2024-12-17 03:08:27.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.292e-03, size: 640, ETA: 12:54:03
2024-12-17 03:08:29.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.292e-03, size: 544, ETA: 12:54:00
2024-12-17 03:08:32.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.292e-03, size: 576, ETA: 12:53:59
2024-12-17 03:08:34.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.292e-03, size: 736, ETA: 12:53:58
2024-12-17 03:08:37.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.292e-03, size: 672, ETA: 12:53:58
2024-12-17 03:08:40.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.292e-03, size: 736, ETA: 12:53:57
2024-12-17 03:08:42.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.291e-03, size: 576, ETA: 12:53:54
2024-12-17 03:08:44.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.004s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.291e-03, size: 736, ETA: 12:53:51
2024-12-17 03:08:46.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.291e-03, size: 576, ETA: 12:53:48
2024-12-17 03:08:48.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.291e-03, size: 704, ETA: 12:53:46
2024-12-17 03:08:50.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.291e-03, size: 576, ETA: 12:53:45
2024-12-17 03:08:53.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.291e-03, size: 704, ETA: 12:53:43
2024-12-17 03:08:55.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.291e-03, size: 576, ETA: 12:53:42
2024-12-17 03:08:58.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.291e-03, size: 608, ETA: 12:53:40
2024-12-17 03:09:00.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.291e-03, size: 704, ETA: 12:53:38
2024-12-17 03:09:03.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.291e-03, size: 640, ETA: 12:53:38
2024-12-17 03:09:05.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.291e-03, size: 672, ETA: 12:53:37
2024-12-17 03:09:07.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.290e-03, size: 544, ETA: 12:53:34
2024-12-17 03:09:09.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.290e-03, size: 736, ETA: 12:53:30
2024-12-17 03:09:11.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.290e-03, size: 736, ETA: 12:53:28
2024-12-17 03:09:13.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.290e-03, size: 736, ETA: 12:53:25
2024-12-17 03:09:15.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.290e-03, size: 704, ETA: 12:53:22
2024-12-17 03:09:17.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.290e-03, size: 544, ETA: 12:53:19
2024-12-17 03:09:20.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.290e-03, size: 640, ETA: 12:53:18
2024-12-17 03:09:22.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.290e-03, size: 576, ETA: 12:53:16
2024-12-17 03:09:24.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.290e-03, size: 704, ETA: 12:53:14
2024-12-17 03:09:27.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.290e-03, size: 576, ETA: 12:53:15
2024-12-17 03:09:30.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.290e-03, size: 672, ETA: 12:53:14
2024-12-17 03:09:32.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.289e-03, size: 736, ETA: 12:53:11
2024-12-17 03:09:34.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.289e-03, size: 544, ETA: 12:53:07
2024-12-17 03:09:36.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.289e-03, size: 576, ETA: 12:53:04
2024-12-17 03:09:38.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.289e-03, size: 608, ETA: 12:53:01
2024-12-17 03:09:40.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.289e-03, size: 672, ETA: 12:52:58
2024-12-17 03:09:42.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.289e-03, size: 736, ETA: 12:52:56
2024-12-17 03:09:44.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.289e-03, size: 608, ETA: 12:52:53
2024-12-17 03:09:46.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.289e-03, size: 704, ETA: 12:52:51
2024-12-17 03:09:49.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.289e-03, size: 704, ETA: 12:52:51
2024-12-17 03:09:51.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.289e-03, size: 704, ETA: 12:52:48
2024-12-17 03:09:53.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.289e-03, size: 608, ETA: 12:52:45
2024-12-17 03:09:55.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.288e-03, size: 640, ETA: 12:52:42
2024-12-17 03:09:57.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.288e-03, size: 640, ETA: 12:52:39
2024-12-17 03:09:59.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.288e-03, size: 736, ETA: 12:52:36
2024-12-17 03:10:01.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.288e-03, size: 608, ETA: 12:52:33
2024-12-17 03:10:03.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.288e-03, size: 640, ETA: 12:52:31
2024-12-17 03:10:06.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.288e-03, size: 608, ETA: 12:52:29
2024-12-17 03:10:08.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.288e-03, size: 576, ETA: 12:52:27
2024-12-17 03:10:10.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.288e-03, size: 640, ETA: 12:52:26
2024-12-17 03:10:13.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.288e-03, size: 608, ETA: 12:52:25
2024-12-17 03:10:15.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.288e-03, size: 704, ETA: 12:52:23
2024-12-17 03:10:17.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.288e-03, size: 672, ETA: 12:52:21
2024-12-17 03:10:19.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.287e-03, size: 736, ETA: 12:52:18
2024-12-17 03:10:21.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.287e-03, size: 672, ETA: 12:52:15
2024-12-17 03:10:23.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.287e-03, size: 640, ETA: 12:52:12
2024-12-17 03:10:25.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.287e-03, size: 672, ETA: 12:52:08
2024-12-17 03:10:28.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.287e-03, size: 544, ETA: 12:52:07
2024-12-17 03:10:30.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.287e-03, size: 544, ETA: 12:52:05
2024-12-17 03:10:32.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.287e-03, size: 672, ETA: 12:52:02
2024-12-17 03:10:34.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.287e-03, size: 704, ETA: 12:52:01
2024-12-17 03:10:38.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.324s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.287e-03, size: 736, ETA: 12:52:02
2024-12-17 03:10:40.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.287e-03, size: 736, ETA: 12:52:00
2024-12-17 03:10:42.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.286e-03, size: 608, ETA: 12:51:58
2024-12-17 03:10:44.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.286e-03, size: 672, ETA: 12:51:55
2024-12-17 03:10:46.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.286e-03, size: 704, ETA: 12:51:52
2024-12-17 03:10:48.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.286e-03, size: 672, ETA: 12:51:49
2024-12-17 03:10:50.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.286e-03, size: 672, ETA: 12:51:47
2024-12-17 03:10:53.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.286e-03, size: 608, ETA: 12:51:45
2024-12-17 03:10:55.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.286e-03, size: 608, ETA: 12:51:43
2024-12-17 03:10:57.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.286e-03, size: 704, ETA: 12:51:42
2024-12-17 03:11:01.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.286e-03, size: 544, ETA: 12:51:43
2024-12-17 03:11:03.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.286e-03, size: 640, ETA: 12:51:42
2024-12-17 03:11:05.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.286e-03, size: 544, ETA: 12:51:38
2024-12-17 03:11:07.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.285e-03, size: 608, ETA: 12:51:35
2024-12-17 03:11:09.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.285e-03, size: 608, ETA: 12:51:31
2024-12-17 03:11:11.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.285e-03, size: 704, ETA: 12:51:28
2024-12-17 03:11:13.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.285e-03, size: 608, ETA: 12:51:26
2024-12-17 03:11:15.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.285e-03, size: 736, ETA: 12:51:23
2024-12-17 03:11:17.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.285e-03, size: 608, ETA: 12:51:22
2024-12-17 03:11:20.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.285e-03, size: 608, ETA: 12:51:20
2024-12-17 03:11:23.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.281s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.285e-03, size: 704, ETA: 12:51:20
2024-12-17 03:11:25.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.285e-03, size: 704, ETA: 12:51:20
2024-12-17 03:11:28.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.285e-03, size: 704, ETA: 12:51:18
2024-12-17 03:11:30.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.285e-03, size: 608, ETA: 12:51:15
2024-12-17 03:11:31.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.284e-03, size: 576, ETA: 12:51:11
2024-12-17 03:11:33.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.284e-03, size: 576, ETA: 12:51:07
2024-12-17 03:11:35.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.284e-03, size: 672, ETA: 12:51:04
2024-12-17 03:11:37.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.284e-03, size: 736, ETA: 12:51:01
2024-12-17 03:11:39.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.284e-03, size: 576, ETA: 12:50:59
2024-12-17 03:11:42.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.284e-03, size: 544, ETA: 12:50:57
2024-12-17 03:11:44.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.284e-03, size: 736, ETA: 12:50:56
2024-12-17 03:11:47.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.284e-03, size: 736, ETA: 12:50:55
2024-12-17 03:11:49.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.284e-03, size: 736, ETA: 12:50:54
2024-12-17 03:11:52.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.284e-03, size: 736, ETA: 12:50:54
2024-12-17 03:11:54.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.284e-03, size: 672, ETA: 12:50:52
2024-12-17 03:11:56.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.283e-03, size: 640, ETA: 12:50:48
2024-12-17 03:11:58.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.283e-03, size: 704, ETA: 12:50:45
2024-12-17 03:12:00.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.283e-03, size: 608, ETA: 12:50:42
2024-12-17 03:12:02.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.283e-03, size: 704, ETA: 12:50:40
2024-12-17 03:12:04.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.283e-03, size: 576, ETA: 12:50:37
2024-12-17 03:12:07.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.283e-03, size: 704, ETA: 12:50:36
2024-12-17 03:12:09.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.283e-03, size: 544, ETA: 12:50:35
2024-12-17 03:12:12.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.283e-03, size: 704, ETA: 12:50:33
2024-12-17 03:12:14.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.283e-03, size: 640, ETA: 12:50:32
2024-12-17 03:12:17.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.283e-03, size: 608, ETA: 12:50:31
2024-12-17 03:12:19.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.282e-03, size: 608, ETA: 12:50:31
2024-12-17 03:12:21.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.282e-03, size: 640, ETA: 12:50:28
2024-12-17 03:12:23.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.282e-03, size: 640, ETA: 12:50:25
2024-12-17 03:12:25.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.282e-03, size: 640, ETA: 12:50:21
2024-12-17 03:12:27.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.282e-03, size: 704, ETA: 12:50:18
2024-12-17 03:12:29.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.282e-03, size: 544, ETA: 12:50:15
2024-12-17 03:12:31.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.282e-03, size: 672, ETA: 12:50:12
2024-12-17 03:12:34.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.282e-03, size: 704, ETA: 12:50:10
2024-12-17 03:12:36.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.282e-03, size: 672, ETA: 12:50:09
2024-12-17 03:12:39.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.282e-03, size: 736, ETA: 12:50:08
2024-12-17 03:12:41.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.282e-03, size: 576, ETA: 12:50:06
2024-12-17 03:12:43.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.281e-03, size: 608, ETA: 12:50:05
2024-12-17 03:12:45.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.281e-03, size: 704, ETA: 12:50:02
2024-12-17 03:12:47.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.281e-03, size: 704, ETA: 12:49:59
2024-12-17 03:12:49.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.281e-03, size: 576, ETA: 12:49:55
2024-12-17 03:12:51.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.281e-03, size: 704, ETA: 12:49:52
2024-12-17 03:12:53.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.281e-03, size: 672, ETA: 12:49:49
2024-12-17 03:12:55.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.281e-03, size: 704, ETA: 12:49:47
2024-12-17 03:12:58.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.281e-03, size: 736, ETA: 12:49:45
2024-12-17 03:13:00.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.281e-03, size: 640, ETA: 12:49:44
2024-12-17 03:13:03.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.281e-03, size: 704, ETA: 12:49:43
2024-12-17 03:13:05.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.281e-03, size: 608, ETA: 12:49:42
2024-12-17 03:13:08.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.280e-03, size: 672, ETA: 12:49:41
2024-12-17 03:13:10.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.280e-03, size: 608, ETA: 12:49:38
2024-12-17 03:13:12.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.280e-03, size: 736, ETA: 12:49:36
2024-12-17 03:13:14.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.280e-03, size: 576, ETA: 12:49:33
2024-12-17 03:13:16.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.280e-03, size: 736, ETA: 12:49:29
2024-12-17 03:13:18.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.280e-03, size: 704, ETA: 12:49:26
2024-12-17 03:13:20.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.280e-03, size: 672, ETA: 12:49:25
2024-12-17 03:13:23.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.280e-03, size: 576, ETA: 12:49:23
2024-12-17 03:13:25.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.280e-03, size: 608, ETA: 12:49:23
2024-12-17 03:13:28.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.280e-03, size: 544, ETA: 12:49:22
2024-12-17 03:13:31.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.279e-03, size: 640, ETA: 12:49:21
2024-12-17 03:13:33.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.279e-03, size: 576, ETA: 12:49:19
2024-12-17 03:13:35.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.279e-03, size: 704, ETA: 12:49:15
2024-12-17 03:13:37.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.279e-03, size: 608, ETA: 12:49:12
2024-12-17 03:13:39.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.279e-03, size: 704, ETA: 12:49:09
2024-12-17 03:13:41.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.279e-03, size: 736, ETA: 12:49:07
2024-12-17 03:13:43.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.279e-03, size: 672, ETA: 12:49:04
2024-12-17 03:13:45.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.279e-03, size: 736, ETA: 12:49:03
2024-12-17 03:13:48.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.279e-03, size: 576, ETA: 12:49:02
2024-12-17 03:13:50.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.279e-03, size: 704, ETA: 12:48:59
2024-12-17 03:13:53.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.279e-03, size: 608, ETA: 12:48:59
2024-12-17 03:13:56.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.278e-03, size: 704, ETA: 12:48:59
2024-12-17 03:13:58.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.278e-03, size: 544, ETA: 12:48:58
2024-12-17 03:14:01.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.278e-03, size: 576, ETA: 12:48:57
2024-12-17 03:14:02.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.278e-03, size: 608, ETA: 12:48:53
2024-12-17 03:14:04.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.278e-03, size: 576, ETA: 12:48:50
2024-12-17 03:14:06.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.278e-03, size: 704, ETA: 12:48:46
2024-12-17 03:14:08.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.278e-03, size: 736, ETA: 12:48:44
2024-12-17 03:14:10.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.278e-03, size: 608, ETA: 12:48:41
2024-12-17 03:14:12.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.278e-03, size: 640, ETA: 12:48:38
2024-12-17 03:14:14.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.278e-03, size: 736, ETA: 12:48:35
2024-12-17 03:14:17.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.278e-03, size: 608, ETA: 12:48:34
2024-12-17 03:14:19.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.277e-03, size: 608, ETA: 12:48:32
2024-12-17 03:14:22.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.277e-03, size: 608, ETA: 12:48:31
2024-12-17 03:14:25.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.277e-03, size: 672, ETA: 12:48:31
2024-12-17 03:14:27.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.277e-03, size: 608, ETA: 12:48:30
2024-12-17 03:14:30.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.277e-03, size: 640, ETA: 12:48:29
2024-12-17 03:14:32.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.277e-03, size: 736, ETA: 12:48:27
2024-12-17 03:14:34.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.277e-03, size: 544, ETA: 12:48:24
2024-12-17 03:14:36.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.277e-03, size: 640, ETA: 12:48:20
2024-12-17 03:14:38.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.277e-03, size: 544, ETA: 12:48:17
2024-12-17 03:14:40.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.277e-03, size: 736, ETA: 12:48:14
2024-12-17 03:14:42.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.276e-03, size: 704, ETA: 12:48:12
2024-12-17 03:14:44.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.276e-03, size: 672, ETA: 12:48:10
2024-12-17 03:14:47.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.276e-03, size: 672, ETA: 12:48:09
2024-12-17 03:14:50.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.276e-03, size: 672, ETA: 12:48:09
2024-12-17 03:14:52.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.276e-03, size: 544, ETA: 12:48:08
2024-12-17 03:14:55.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.276e-03, size: 640, ETA: 12:48:07
2024-12-17 03:14:57.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.276e-03, size: 576, ETA: 12:48:04
2024-12-17 03:14:59.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.276e-03, size: 672, ETA: 12:48:02
2024-12-17 03:15:01.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.276e-03, size: 544, ETA: 12:47:59
2024-12-17 03:15:03.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.276e-03, size: 736, ETA: 12:47:55
2024-12-17 03:15:05.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.276e-03, size: 704, ETA: 12:47:55
2024-12-17 03:15:08.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.275e-03, size: 640, ETA: 12:47:53
2024-12-17 03:15:10.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.275e-03, size: 672, ETA: 12:47:51
2024-12-17 03:15:13.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.275e-03, size: 608, ETA: 12:47:51
2024-12-17 03:15:15.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.275e-03, size: 640, ETA: 12:47:50
2024-12-17 03:15:17.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.275e-03, size: 544, ETA: 12:47:46
2024-12-17 03:15:19.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.275e-03, size: 736, ETA: 12:47:44
2024-12-17 03:15:21.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.275e-03, size: 736, ETA: 12:47:41
2024-12-17 03:15:24.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.275e-03, size: 576, ETA: 12:47:38
2024-12-17 03:15:25.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.275e-03, size: 576, ETA: 12:47:35
2024-12-17 03:15:27.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.275e-03, size: 576, ETA: 12:47:32
2024-12-17 03:15:30.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.274e-03, size: 608, ETA: 12:47:30
2024-12-17 03:15:32.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.274e-03, size: 640, ETA: 12:47:28
2024-12-17 03:15:35.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.274e-03, size: 672, ETA: 12:47:27
2024-12-17 03:15:37.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.274e-03, size: 640, ETA: 12:47:27
2024-12-17 03:15:40.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.274e-03, size: 576, ETA: 12:47:26
2024-12-17 03:15:42.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.274e-03, size: 608, ETA: 12:47:23
2024-12-17 03:15:44.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.274e-03, size: 736, ETA: 12:47:19
2024-12-17 03:15:46.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.274e-03, size: 704, ETA: 12:47:17
2024-12-17 03:15:48.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.274e-03, size: 576, ETA: 12:47:14
2024-12-17 03:15:50.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.274e-03, size: 736, ETA: 12:47:11
2024-12-17 03:15:52.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.274e-03, size: 544, ETA: 12:47:09
2024-12-17 03:15:54.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.185s, data_time: 0.007s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.273e-03, size: 640, ETA: 12:47:06
2024-12-17 03:15:56.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.273e-03, size: 608, ETA: 12:47:02
2024-12-17 03:15:58.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 24/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.273e-03, size: 704, ETA: 12:47:00
2024-12-17 03:15:59.722 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 03:16:00.141 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch25
2024-12-17 03:16:02.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.273e-03, size: 576, ETA: 12:46:59
2024-12-17 03:16:04.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.273e-03, size: 608, ETA: 12:46:56
2024-12-17 03:16:07.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.273e-03, size: 704, ETA: 12:46:54
2024-12-17 03:16:09.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.273e-03, size: 544, ETA: 12:46:53
2024-12-17 03:16:12.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.273e-03, size: 544, ETA: 12:46:52
2024-12-17 03:16:14.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.273e-03, size: 640, ETA: 12:46:51
2024-12-17 03:16:17.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.273e-03, size: 608, ETA: 12:46:50
2024-12-17 03:16:19.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.272e-03, size: 576, ETA: 12:46:46
2024-12-17 03:16:21.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.272e-03, size: 736, ETA: 12:46:44
2024-12-17 03:16:23.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.272e-03, size: 736, ETA: 12:46:41
2024-12-17 03:16:25.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.272e-03, size: 576, ETA: 12:46:38
2024-12-17 03:16:27.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.272e-03, size: 672, ETA: 12:46:35
2024-12-17 03:16:29.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.272e-03, size: 736, ETA: 12:46:33
2024-12-17 03:16:31.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.272e-03, size: 576, ETA: 12:46:31
2024-12-17 03:16:33.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.272e-03, size: 640, ETA: 12:46:29
2024-12-17 03:16:36.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.272e-03, size: 736, ETA: 12:46:28
2024-12-17 03:16:39.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.272e-03, size: 736, ETA: 12:46:28
2024-12-17 03:16:41.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.271e-03, size: 736, ETA: 12:46:27
2024-12-17 03:16:43.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.271e-03, size: 544, ETA: 12:46:23
2024-12-17 03:16:45.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.271e-03, size: 576, ETA: 12:46:20
2024-12-17 03:16:47.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.271e-03, size: 672, ETA: 12:46:17
2024-12-17 03:16:49.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.271e-03, size: 640, ETA: 12:46:14
2024-12-17 03:16:51.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.271e-03, size: 704, ETA: 12:46:11
2024-12-17 03:16:53.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.271e-03, size: 640, ETA: 12:46:09
2024-12-17 03:16:56.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.241s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.271e-03, size: 640, ETA: 12:46:07
2024-12-17 03:16:58.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.271e-03, size: 640, ETA: 12:46:05
2024-12-17 03:17:01.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.271e-03, size: 640, ETA: 12:46:05
2024-12-17 03:17:04.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.281s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.271e-03, size: 640, ETA: 12:46:05
2024-12-17 03:17:06.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.270e-03, size: 544, ETA: 12:46:03
2024-12-17 03:17:08.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.270e-03, size: 544, ETA: 12:46:00
2024-12-17 03:17:10.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.270e-03, size: 672, ETA: 12:45:56
2024-12-17 03:17:12.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.270e-03, size: 576, ETA: 12:45:54
2024-12-17 03:17:14.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.270e-03, size: 704, ETA: 12:45:51
2024-12-17 03:17:16.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.270e-03, size: 608, ETA: 12:45:48
2024-12-17 03:17:18.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.270e-03, size: 544, ETA: 12:45:46
2024-12-17 03:17:20.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.270e-03, size: 608, ETA: 12:45:44
2024-12-17 03:17:23.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.270e-03, size: 736, ETA: 12:45:43
2024-12-17 03:17:25.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.270e-03, size: 736, ETA: 12:45:42
2024-12-17 03:17:27.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.269e-03, size: 672, ETA: 12:45:38
2024-12-17 03:17:30.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.269e-03, size: 576, ETA: 12:45:38
2024-12-17 03:17:32.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.269e-03, size: 544, ETA: 12:45:36
2024-12-17 03:17:34.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.269e-03, size: 704, ETA: 12:45:33
2024-12-17 03:17:36.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.269e-03, size: 544, ETA: 12:45:30
2024-12-17 03:17:38.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.269e-03, size: 704, ETA: 12:45:27
2024-12-17 03:17:41.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.269e-03, size: 704, ETA: 12:45:25
2024-12-17 03:17:43.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.269e-03, size: 576, ETA: 12:45:22
2024-12-17 03:17:45.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.269e-03, size: 576, ETA: 12:45:19
2024-12-17 03:17:47.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.269e-03, size: 704, ETA: 12:45:17
2024-12-17 03:17:49.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.269e-03, size: 608, ETA: 12:45:15
2024-12-17 03:17:52.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.268e-03, size: 608, ETA: 12:45:15
2024-12-17 03:17:54.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.268e-03, size: 576, ETA: 12:45:14
2024-12-17 03:17:57.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.268e-03, size: 544, ETA: 12:45:11
2024-12-17 03:17:59.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.268e-03, size: 640, ETA: 12:45:08
2024-12-17 03:18:01.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.268e-03, size: 672, ETA: 12:45:05
2024-12-17 03:18:03.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.268e-03, size: 672, ETA: 12:45:03
2024-12-17 03:18:05.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.268e-03, size: 608, ETA: 12:45:00
2024-12-17 03:18:07.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.268e-03, size: 576, ETA: 12:44:57
2024-12-17 03:18:09.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.268e-03, size: 544, ETA: 12:44:53
2024-12-17 03:18:11.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.268e-03, size: 736, ETA: 12:44:51
2024-12-17 03:18:13.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.267e-03, size: 544, ETA: 12:44:50
2024-12-17 03:18:16.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.267e-03, size: 608, ETA: 12:44:48
2024-12-17 03:18:18.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.267e-03, size: 608, ETA: 12:44:47
2024-12-17 03:18:21.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.267e-03, size: 640, ETA: 12:44:46
2024-12-17 03:18:23.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.267e-03, size: 704, ETA: 12:44:43
2024-12-17 03:18:25.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.267e-03, size: 672, ETA: 12:44:40
2024-12-17 03:18:27.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.267e-03, size: 672, ETA: 12:44:37
2024-12-17 03:18:29.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.267e-03, size: 672, ETA: 12:44:34
2024-12-17 03:18:31.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.267e-03, size: 608, ETA: 12:44:31
2024-12-17 03:18:33.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.267e-03, size: 640, ETA: 12:44:28
2024-12-17 03:18:35.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.266e-03, size: 704, ETA: 12:44:26
2024-12-17 03:18:37.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.266e-03, size: 576, ETA: 12:44:24
2024-12-17 03:18:40.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.266e-03, size: 608, ETA: 12:44:22
2024-12-17 03:18:42.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.266e-03, size: 640, ETA: 12:44:22
2024-12-17 03:18:45.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.266e-03, size: 608, ETA: 12:44:20
2024-12-17 03:18:47.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.266e-03, size: 736, ETA: 12:44:18
2024-12-17 03:18:49.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.266e-03, size: 576, ETA: 12:44:15
2024-12-17 03:18:51.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.266e-03, size: 576, ETA: 12:44:11
2024-12-17 03:18:53.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.266e-03, size: 736, ETA: 12:44:08
2024-12-17 03:18:55.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.266e-03, size: 640, ETA: 12:44:05
2024-12-17 03:18:57.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.266e-03, size: 544, ETA: 12:44:02
2024-12-17 03:18:58.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.265e-03, size: 576, ETA: 12:43:59
2024-12-17 03:19:01.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.265e-03, size: 576, ETA: 12:43:56
2024-12-17 03:19:03.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.265e-03, size: 704, ETA: 12:43:54
2024-12-17 03:19:05.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.265e-03, size: 576, ETA: 12:43:53
2024-12-17 03:19:08.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.265e-03, size: 576, ETA: 12:43:51
2024-12-17 03:19:10.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.265e-03, size: 704, ETA: 12:43:51
2024-12-17 03:19:12.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.265e-03, size: 544, ETA: 12:43:48
2024-12-17 03:19:15.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.265e-03, size: 672, ETA: 12:43:45
2024-12-17 03:19:17.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.265e-03, size: 672, ETA: 12:43:43
2024-12-17 03:19:19.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.265e-03, size: 576, ETA: 12:43:40
2024-12-17 03:19:21.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.264e-03, size: 544, ETA: 12:43:36
2024-12-17 03:19:23.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.264e-03, size: 608, ETA: 12:43:33
2024-12-17 03:19:25.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.264e-03, size: 704, ETA: 12:43:31
2024-12-17 03:19:27.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.264e-03, size: 704, ETA: 12:43:30
2024-12-17 03:19:30.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.264e-03, size: 736, ETA: 12:43:29
2024-12-17 03:19:33.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.264e-03, size: 544, ETA: 12:43:29
2024-12-17 03:19:35.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.264e-03, size: 640, ETA: 12:43:28
2024-12-17 03:19:37.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.264e-03, size: 704, ETA: 12:43:25
2024-12-17 03:19:40.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.264e-03, size: 608, ETA: 12:43:23
2024-12-17 03:19:42.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.264e-03, size: 736, ETA: 12:43:20
2024-12-17 03:19:44.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.263e-03, size: 672, ETA: 12:43:18
2024-12-17 03:19:46.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.263e-03, size: 672, ETA: 12:43:15
2024-12-17 03:19:48.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.263e-03, size: 544, ETA: 12:43:12
2024-12-17 03:19:50.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.263e-03, size: 672, ETA: 12:43:10
2024-12-17 03:19:52.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.263e-03, size: 544, ETA: 12:43:08
2024-12-17 03:19:54.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.263e-03, size: 704, ETA: 12:43:05
2024-12-17 03:19:56.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.263e-03, size: 544, ETA: 12:43:02
2024-12-17 03:19:58.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.263e-03, size: 704, ETA: 12:42:59
2024-12-17 03:20:00.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.263e-03, size: 736, ETA: 12:42:56
2024-12-17 03:20:02.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.263e-03, size: 544, ETA: 12:42:52
2024-12-17 03:20:04.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.263e-03, size: 544, ETA: 12:42:49
2024-12-17 03:20:06.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.262e-03, size: 704, ETA: 12:42:47
2024-12-17 03:20:08.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.262e-03, size: 544, ETA: 12:42:45
2024-12-17 03:20:11.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.262e-03, size: 640, ETA: 12:42:44
2024-12-17 03:20:13.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.262e-03, size: 640, ETA: 12:42:42
2024-12-17 03:20:15.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.262e-03, size: 640, ETA: 12:42:39
2024-12-17 03:20:17.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.262e-03, size: 544, ETA: 12:42:36
2024-12-17 03:20:19.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.262e-03, size: 672, ETA: 12:42:33
2024-12-17 03:20:21.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.262e-03, size: 608, ETA: 12:42:30
2024-12-17 03:20:23.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.262e-03, size: 640, ETA: 12:42:27
2024-12-17 03:20:26.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.262e-03, size: 704, ETA: 12:42:26
2024-12-17 03:20:28.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.261e-03, size: 576, ETA: 12:42:24
2024-12-17 03:20:31.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.261e-03, size: 576, ETA: 12:42:22
2024-12-17 03:20:33.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.261e-03, size: 704, ETA: 12:42:22
2024-12-17 03:20:36.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.261e-03, size: 704, ETA: 12:42:22
2024-12-17 03:20:38.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.261e-03, size: 704, ETA: 12:42:20
2024-12-17 03:20:40.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.261e-03, size: 544, ETA: 12:42:17
2024-12-17 03:20:43.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.261e-03, size: 608, ETA: 12:42:15
2024-12-17 03:20:45.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.261e-03, size: 640, ETA: 12:42:13
2024-12-17 03:20:48.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.261e-03, size: 704, ETA: 12:42:12
2024-12-17 03:20:50.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.261e-03, size: 544, ETA: 12:42:11
2024-12-17 03:20:52.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.260e-03, size: 704, ETA: 12:42:08
2024-12-17 03:20:54.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.260e-03, size: 672, ETA: 12:42:05
2024-12-17 03:20:56.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.260e-03, size: 608, ETA: 12:42:02
2024-12-17 03:20:58.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.260e-03, size: 672, ETA: 12:41:58
2024-12-17 03:21:00.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.260e-03, size: 672, ETA: 12:41:55
2024-12-17 03:21:02.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.260e-03, size: 704, ETA: 12:41:53
2024-12-17 03:21:04.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.260e-03, size: 576, ETA: 12:41:50
2024-12-17 03:21:06.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.260e-03, size: 640, ETA: 12:41:47
2024-12-17 03:21:08.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.260e-03, size: 736, ETA: 12:41:44
2024-12-17 03:21:10.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.260e-03, size: 544, ETA: 12:41:41
2024-12-17 03:21:12.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.260e-03, size: 672, ETA: 12:41:37
2024-12-17 03:21:14.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.259e-03, size: 704, ETA: 12:41:37
2024-12-17 03:21:17.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.259e-03, size: 672, ETA: 12:41:36
2024-12-17 03:21:19.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.259e-03, size: 544, ETA: 12:41:32
2024-12-17 03:21:21.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.259e-03, size: 608, ETA: 12:41:29
2024-12-17 03:21:22.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.259e-03, size: 544, ETA: 12:41:25
2024-12-17 03:21:24.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.259e-03, size: 736, ETA: 12:41:22
2024-12-17 03:21:26.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.259e-03, size: 544, ETA: 12:41:19
2024-12-17 03:21:28.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.259e-03, size: 640, ETA: 12:41:16
2024-12-17 03:21:30.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.259e-03, size: 576, ETA: 12:41:13
2024-12-17 03:21:32.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.259e-03, size: 672, ETA: 12:41:10
2024-12-17 03:21:34.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.258e-03, size: 576, ETA: 12:41:06
2024-12-17 03:21:36.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.258e-03, size: 736, ETA: 12:41:04
2024-12-17 03:21:39.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.258e-03, size: 608, ETA: 12:41:03
2024-12-17 03:21:42.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.258e-03, size: 736, ETA: 12:41:03
2024-12-17 03:21:44.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.258e-03, size: 672, ETA: 12:41:02
2024-12-17 03:21:47.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.258e-03, size: 576, ETA: 12:41:01
2024-12-17 03:21:49.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.258e-03, size: 608, ETA: 12:40:59
2024-12-17 03:21:51.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.258e-03, size: 704, ETA: 12:40:55
2024-12-17 03:21:53.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.258e-03, size: 640, ETA: 12:40:52
2024-12-17 03:21:55.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.258e-03, size: 608, ETA: 12:40:49
2024-12-17 03:21:57.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.257e-03, size: 576, ETA: 12:40:46
2024-12-17 03:21:59.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.257e-03, size: 544, ETA: 12:40:45
2024-12-17 03:22:02.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.257e-03, size: 672, ETA: 12:40:43
2024-12-17 03:22:04.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.257e-03, size: 640, ETA: 12:40:43
2024-12-17 03:22:07.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.257e-03, size: 576, ETA: 12:40:42
2024-12-17 03:22:09.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.257e-03, size: 704, ETA: 12:40:40
2024-12-17 03:22:12.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.257e-03, size: 640, ETA: 12:40:39
2024-12-17 03:22:14.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.257e-03, size: 608, ETA: 12:40:36
2024-12-17 03:22:16.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.257e-03, size: 576, ETA: 12:40:32
2024-12-17 03:22:18.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.257e-03, size: 544, ETA: 12:40:30
2024-12-17 03:22:20.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.256e-03, size: 544, ETA: 12:40:28
2024-12-17 03:22:22.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.256e-03, size: 704, ETA: 12:40:26
2024-12-17 03:22:25.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.272s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.256e-03, size: 544, ETA: 12:40:26
2024-12-17 03:22:28.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.256e-03, size: 544, ETA: 12:40:24
2024-12-17 03:22:30.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.264s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.256e-03, size: 736, ETA: 12:40:24
2024-12-17 03:22:32.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.256e-03, size: 672, ETA: 12:40:21
2024-12-17 03:22:34.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.256e-03, size: 704, ETA: 12:40:18
2024-12-17 03:22:37.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.256e-03, size: 640, ETA: 12:40:17
2024-12-17 03:22:39.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.256e-03, size: 576, ETA: 12:40:14
2024-12-17 03:22:41.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.256e-03, size: 544, ETA: 12:40:11
2024-12-17 03:22:43.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.255e-03, size: 736, ETA: 12:40:09
2024-12-17 03:22:46.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.255e-03, size: 672, ETA: 12:40:08
2024-12-17 03:22:48.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.255e-03, size: 544, ETA: 12:40:06
2024-12-17 03:22:50.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.255e-03, size: 704, ETA: 12:40:04
2024-12-17 03:22:53.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.255e-03, size: 704, ETA: 12:40:04
2024-12-17 03:22:55.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.255e-03, size: 544, ETA: 12:40:01
2024-12-17 03:22:57.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.255e-03, size: 608, ETA: 12:39:58
2024-12-17 03:22:59.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.255e-03, size: 704, ETA: 12:39:55
2024-12-17 03:23:01.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.255e-03, size: 576, ETA: 12:39:53
2024-12-17 03:23:03.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.255e-03, size: 640, ETA: 12:39:50
2024-12-17 03:23:05.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.254e-03, size: 608, ETA: 12:39:47
2024-12-17 03:23:07.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.254e-03, size: 608, ETA: 12:39:44
2024-12-17 03:23:09.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.254e-03, size: 640, ETA: 12:39:42
2024-12-17 03:23:12.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.254e-03, size: 544, ETA: 12:39:40
2024-12-17 03:23:14.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.254e-03, size: 544, ETA: 12:39:36
2024-12-17 03:23:16.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.254e-03, size: 736, ETA: 12:39:33
2024-12-17 03:23:17.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.254e-03, size: 576, ETA: 12:39:29
2024-12-17 03:23:19.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.254e-03, size: 736, ETA: 12:39:26
2024-12-17 03:23:21.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.254e-03, size: 544, ETA: 12:39:23
2024-12-17 03:23:23.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.254e-03, size: 736, ETA: 12:39:20
2024-12-17 03:23:25.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.254e-03, size: 608, ETA: 12:39:17
2024-12-17 03:23:27.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.253e-03, size: 608, ETA: 12:39:14
2024-12-17 03:23:30.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.253e-03, size: 736, ETA: 12:39:13
2024-12-17 03:23:32.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.253e-03, size: 704, ETA: 12:39:10
2024-12-17 03:23:34.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.253e-03, size: 608, ETA: 12:39:07
2024-12-17 03:23:36.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.253e-03, size: 640, ETA: 12:39:04
2024-12-17 03:23:38.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.253e-03, size: 704, ETA: 12:39:01
2024-12-17 03:23:40.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.253e-03, size: 544, ETA: 12:38:58
2024-12-17 03:23:42.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.253e-03, size: 544, ETA: 12:38:56
2024-12-17 03:23:44.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.253e-03, size: 736, ETA: 12:38:53
2024-12-17 03:23:46.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.253e-03, size: 736, ETA: 12:38:50
2024-12-17 03:23:48.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.252e-03, size: 544, ETA: 12:38:47
2024-12-17 03:23:50.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.252e-03, size: 544, ETA: 12:38:44
2024-12-17 03:23:52.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.252e-03, size: 736, ETA: 12:38:41
2024-12-17 03:23:54.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.252e-03, size: 576, ETA: 12:38:38
2024-12-17 03:23:56.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.252e-03, size: 704, ETA: 12:38:35
2024-12-17 03:23:58.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.252e-03, size: 704, ETA: 12:38:32
2024-12-17 03:24:00.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.252e-03, size: 576, ETA: 12:38:29
2024-12-17 03:24:02.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.252e-03, size: 608, ETA: 12:38:27
2024-12-17 03:24:04.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.252e-03, size: 608, ETA: 12:38:24
2024-12-17 03:24:06.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.252e-03, size: 640, ETA: 12:38:21
2024-12-17 03:24:08.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.251e-03, size: 672, ETA: 12:38:18
2024-12-17 03:24:10.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.251e-03, size: 608, ETA: 12:38:16
2024-12-17 03:24:12.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.251e-03, size: 704, ETA: 12:38:13
2024-12-17 03:24:14.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.251e-03, size: 544, ETA: 12:38:10
2024-12-17 03:24:16.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.251e-03, size: 608, ETA: 12:38:07
2024-12-17 03:24:18.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.251e-03, size: 736, ETA: 12:38:05
2024-12-17 03:24:21.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.251e-03, size: 608, ETA: 12:38:03
2024-12-17 03:24:23.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.251e-03, size: 576, ETA: 12:38:01
2024-12-17 03:24:25.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.251e-03, size: 544, ETA: 12:37:59
2024-12-17 03:24:28.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.251e-03, size: 640, ETA: 12:37:59
2024-12-17 03:24:31.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.280s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.250e-03, size: 640, ETA: 12:37:59
2024-12-17 03:24:33.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.250e-03, size: 640, ETA: 12:37:56
2024-12-17 03:24:35.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.250e-03, size: 608, ETA: 12:37:53
2024-12-17 03:24:37.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.250e-03, size: 736, ETA: 12:37:50
2024-12-17 03:24:39.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.250e-03, size: 640, ETA: 12:37:48
2024-12-17 03:24:41.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.250e-03, size: 704, ETA: 12:37:45
2024-12-17 03:24:44.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.225s, data_time: 0.007s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.250e-03, size: 736, ETA: 12:37:43
2024-12-17 03:24:46.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.250e-03, size: 640, ETA: 12:37:42
2024-12-17 03:24:49.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 25/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.250e-03, size: 736, ETA: 12:37:41
2024-12-17 03:24:50.046 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 03:24:50.461 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch26
2024-12-17 03:24:52.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.250e-03, size: 640, ETA: 12:37:39
2024-12-17 03:24:55.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.249e-03, size: 704, ETA: 12:37:39
2024-12-17 03:24:58.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.249e-03, size: 736, ETA: 12:37:38
2024-12-17 03:25:00.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.249e-03, size: 576, ETA: 12:37:35
2024-12-17 03:25:01.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.249e-03, size: 544, ETA: 12:37:31
2024-12-17 03:25:03.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.249e-03, size: 576, ETA: 12:37:27
2024-12-17 03:25:05.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.249e-03, size: 704, ETA: 12:37:25
2024-12-17 03:25:07.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.249e-03, size: 704, ETA: 12:37:22
2024-12-17 03:25:09.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.249e-03, size: 544, ETA: 12:37:18
2024-12-17 03:25:12.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.249e-03, size: 736, ETA: 12:37:17
2024-12-17 03:25:14.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.249e-03, size: 576, ETA: 12:37:15
2024-12-17 03:25:16.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.248e-03, size: 544, ETA: 12:37:13
2024-12-17 03:25:19.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.248e-03, size: 640, ETA: 12:37:12
2024-12-17 03:25:22.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.248e-03, size: 672, ETA: 12:37:12
2024-12-17 03:25:24.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.248e-03, size: 640, ETA: 12:37:09
2024-12-17 03:25:26.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.248e-03, size: 736, ETA: 12:37:07
2024-12-17 03:25:28.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.248e-03, size: 672, ETA: 12:37:04
2024-12-17 03:25:30.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.248e-03, size: 704, ETA: 12:37:01
2024-12-17 03:25:32.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.248e-03, size: 640, ETA: 12:36:58
2024-12-17 03:25:34.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.248e-03, size: 576, ETA: 12:36:55
2024-12-17 03:25:36.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.248e-03, size: 672, ETA: 12:36:54
2024-12-17 03:25:39.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.247e-03, size: 640, ETA: 12:36:52
2024-12-17 03:25:41.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.247e-03, size: 736, ETA: 12:36:51
2024-12-17 03:25:44.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.247e-03, size: 608, ETA: 12:36:51
2024-12-17 03:25:47.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.247e-03, size: 672, ETA: 12:36:52
2024-12-17 03:25:50.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.247e-03, size: 544, ETA: 12:36:50
2024-12-17 03:25:53.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.247e-03, size: 736, ETA: 12:36:50
2024-12-17 03:25:55.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.292s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.247e-03, size: 704, ETA: 12:36:50
2024-12-17 03:25:58.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.247e-03, size: 736, ETA: 12:36:50
2024-12-17 03:26:00.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.247e-03, size: 704, ETA: 12:36:48
2024-12-17 03:26:03.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.247e-03, size: 576, ETA: 12:36:45
2024-12-17 03:26:05.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.246e-03, size: 640, ETA: 12:36:42
2024-12-17 03:26:07.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.246e-03, size: 640, ETA: 12:36:40
2024-12-17 03:26:09.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.246e-03, size: 544, ETA: 12:36:38
2024-12-17 03:26:11.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.246e-03, size: 640, ETA: 12:36:36
2024-12-17 03:26:14.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.246e-03, size: 640, ETA: 12:36:34
2024-12-17 03:26:15.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.246e-03, size: 544, ETA: 12:36:31
2024-12-17 03:26:17.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.246e-03, size: 544, ETA: 12:36:27
2024-12-17 03:26:19.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.246e-03, size: 608, ETA: 12:36:24
2024-12-17 03:26:21.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.246e-03, size: 704, ETA: 12:36:21
2024-12-17 03:26:24.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.246e-03, size: 608, ETA: 12:36:20
2024-12-17 03:26:26.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.245e-03, size: 544, ETA: 12:36:19
2024-12-17 03:26:29.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.245e-03, size: 704, ETA: 12:36:17
2024-12-17 03:26:31.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.245e-03, size: 736, ETA: 12:36:15
2024-12-17 03:26:33.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.245e-03, size: 704, ETA: 12:36:12
2024-12-17 03:26:35.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.245e-03, size: 672, ETA: 12:36:09
2024-12-17 03:26:37.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.245e-03, size: 736, ETA: 12:36:06
2024-12-17 03:26:39.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.245e-03, size: 704, ETA: 12:36:04
2024-12-17 03:26:41.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.245e-03, size: 672, ETA: 12:36:02
2024-12-17 03:26:44.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.245e-03, size: 704, ETA: 12:36:01
2024-12-17 03:26:46.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.245e-03, size: 672, ETA: 12:35:59
2024-12-17 03:26:49.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.244e-03, size: 576, ETA: 12:35:58
2024-12-17 03:26:52.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.244e-03, size: 704, ETA: 12:35:59
2024-12-17 03:26:54.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.244e-03, size: 736, ETA: 12:35:57
2024-12-17 03:26:56.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.244e-03, size: 608, ETA: 12:35:54
2024-12-17 03:26:58.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.244e-03, size: 672, ETA: 12:35:51
2024-12-17 03:27:00.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.244e-03, size: 672, ETA: 12:35:48
2024-12-17 03:27:02.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.244e-03, size: 704, ETA: 12:35:45
2024-12-17 03:27:04.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.244e-03, size: 704, ETA: 12:35:42
2024-12-17 03:27:07.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.244e-03, size: 672, ETA: 12:35:41
2024-12-17 03:27:09.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.244e-03, size: 544, ETA: 12:35:38
2024-12-17 03:27:11.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.243e-03, size: 640, ETA: 12:35:36
2024-12-17 03:27:14.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.243e-03, size: 704, ETA: 12:35:35
2024-12-17 03:27:16.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.243e-03, size: 704, ETA: 12:35:35
2024-12-17 03:27:19.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.243e-03, size: 576, ETA: 12:35:33
2024-12-17 03:27:21.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.243e-03, size: 640, ETA: 12:35:30
2024-12-17 03:27:23.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.243e-03, size: 608, ETA: 12:35:29
2024-12-17 03:27:26.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.243e-03, size: 704, ETA: 12:35:27
2024-12-17 03:27:29.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.243e-03, size: 704, ETA: 12:35:27
2024-12-17 03:27:31.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.243e-03, size: 704, ETA: 12:35:27
2024-12-17 03:27:34.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 2.242e-03, size: 640, ETA: 12:35:25
2024-12-17 03:27:36.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.242e-03, size: 576, ETA: 12:35:22
2024-12-17 03:27:38.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.242e-03, size: 736, ETA: 12:35:20
2024-12-17 03:27:40.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.242e-03, size: 736, ETA: 12:35:17
2024-12-17 03:27:42.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.242e-03, size: 672, ETA: 12:35:15
2024-12-17 03:27:44.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.242e-03, size: 672, ETA: 12:35:12
2024-12-17 03:27:46.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.242e-03, size: 544, ETA: 12:35:09
2024-12-17 03:27:48.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.242e-03, size: 544, ETA: 12:35:07
2024-12-17 03:27:51.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.242e-03, size: 704, ETA: 12:35:05
2024-12-17 03:27:53.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.242e-03, size: 576, ETA: 12:35:05
2024-12-17 03:27:56.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.241e-03, size: 672, ETA: 12:35:05
2024-12-17 03:27:59.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.241e-03, size: 736, ETA: 12:35:04
2024-12-17 03:28:01.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.241e-03, size: 640, ETA: 12:35:01
2024-12-17 03:28:03.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.241e-03, size: 736, ETA: 12:34:58
2024-12-17 03:28:05.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.241e-03, size: 640, ETA: 12:34:55
2024-12-17 03:28:07.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.241e-03, size: 736, ETA: 12:34:53
2024-12-17 03:28:09.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.175s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.241e-03, size: 576, ETA: 12:34:49
2024-12-17 03:28:11.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.241e-03, size: 544, ETA: 12:34:46
2024-12-17 03:28:13.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.241e-03, size: 736, ETA: 12:34:44
2024-12-17 03:28:16.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.241e-03, size: 640, ETA: 12:34:43
2024-12-17 03:28:18.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.240e-03, size: 608, ETA: 12:34:42
2024-12-17 03:28:21.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.240e-03, size: 576, ETA: 12:34:42
2024-12-17 03:28:24.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.240e-03, size: 608, ETA: 12:34:41
2024-12-17 03:28:26.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.240e-03, size: 608, ETA: 12:34:38
2024-12-17 03:28:28.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.240e-03, size: 544, ETA: 12:34:35
2024-12-17 03:28:29.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.240e-03, size: 672, ETA: 12:34:31
2024-12-17 03:28:31.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.240e-03, size: 576, ETA: 12:34:28
2024-12-17 03:28:33.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.240e-03, size: 672, ETA: 12:34:25
2024-12-17 03:28:35.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.240e-03, size: 704, ETA: 12:34:22
2024-12-17 03:28:38.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.240e-03, size: 640, ETA: 12:34:21
2024-12-17 03:28:40.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.239e-03, size: 640, ETA: 12:34:19
2024-12-17 03:28:43.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.239e-03, size: 736, ETA: 12:34:18
2024-12-17 03:28:45.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.239e-03, size: 576, ETA: 12:34:16
2024-12-17 03:28:47.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.239e-03, size: 544, ETA: 12:34:14
2024-12-17 03:28:49.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.239e-03, size: 640, ETA: 12:34:12
2024-12-17 03:28:51.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.239e-03, size: 640, ETA: 12:34:09
2024-12-17 03:28:53.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.239e-03, size: 736, ETA: 12:34:06
2024-12-17 03:28:55.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.239e-03, size: 672, ETA: 12:34:03
2024-12-17 03:28:57.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.239e-03, size: 640, ETA: 12:34:00
2024-12-17 03:29:00.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.239e-03, size: 544, ETA: 12:33:57
2024-12-17 03:29:02.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.238e-03, size: 736, ETA: 12:33:56
2024-12-17 03:29:04.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.238e-03, size: 640, ETA: 12:33:54
2024-12-17 03:29:07.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.238e-03, size: 640, ETA: 12:33:52
2024-12-17 03:29:09.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.238e-03, size: 608, ETA: 12:33:51
2024-12-17 03:29:12.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.238e-03, size: 544, ETA: 12:33:50
2024-12-17 03:29:14.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.238e-03, size: 640, ETA: 12:33:48
2024-12-17 03:29:16.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.238e-03, size: 704, ETA: 12:33:45
2024-12-17 03:29:18.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.238e-03, size: 704, ETA: 12:33:43
2024-12-17 03:29:21.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.238e-03, size: 544, ETA: 12:33:42
2024-12-17 03:29:23.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.238e-03, size: 544, ETA: 12:33:40
2024-12-17 03:29:25.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.237e-03, size: 640, ETA: 12:33:37
2024-12-17 03:29:27.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.237e-03, size: 640, ETA: 12:33:34
2024-12-17 03:29:29.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.237e-03, size: 544, ETA: 12:33:31
2024-12-17 03:29:31.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.237e-03, size: 672, ETA: 12:33:28
2024-12-17 03:29:33.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.237e-03, size: 672, ETA: 12:33:25
2024-12-17 03:29:35.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.237e-03, size: 544, ETA: 12:33:22
2024-12-17 03:29:37.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.237e-03, size: 736, ETA: 12:33:19
2024-12-17 03:29:39.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.237e-03, size: 544, ETA: 12:33:17
2024-12-17 03:29:42.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.237e-03, size: 736, ETA: 12:33:15
2024-12-17 03:29:44.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.237e-03, size: 672, ETA: 12:33:14
2024-12-17 03:29:47.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.236e-03, size: 672, ETA: 12:33:14
2024-12-17 03:29:50.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.236e-03, size: 704, ETA: 12:33:14
2024-12-17 03:29:52.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.236e-03, size: 608, ETA: 12:33:10
2024-12-17 03:29:54.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.236e-03, size: 672, ETA: 12:33:07
2024-12-17 03:29:56.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.236e-03, size: 672, ETA: 12:33:04
2024-12-17 03:29:58.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.236e-03, size: 576, ETA: 12:33:01
2024-12-17 03:30:00.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.236e-03, size: 704, ETA: 12:32:59
2024-12-17 03:30:02.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.236e-03, size: 704, ETA: 12:32:57
2024-12-17 03:30:04.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.236e-03, size: 640, ETA: 12:32:55
2024-12-17 03:30:07.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.236e-03, size: 608, ETA: 12:32:53
2024-12-17 03:30:09.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.235e-03, size: 608, ETA: 12:32:51
2024-12-17 03:30:12.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.235e-03, size: 736, ETA: 12:32:51
2024-12-17 03:30:14.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.235e-03, size: 544, ETA: 12:32:49
2024-12-17 03:30:16.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.235e-03, size: 736, ETA: 12:32:47
2024-12-17 03:30:18.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.235e-03, size: 576, ETA: 12:32:44
2024-12-17 03:30:20.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.235e-03, size: 736, ETA: 12:32:41
2024-12-17 03:30:22.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.235e-03, size: 640, ETA: 12:32:38
2024-12-17 03:30:24.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.235e-03, size: 608, ETA: 12:32:35
2024-12-17 03:30:26.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.235e-03, size: 672, ETA: 12:32:32
2024-12-17 03:30:29.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.234e-03, size: 736, ETA: 12:32:31
2024-12-17 03:30:31.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.234e-03, size: 672, ETA: 12:32:29
2024-12-17 03:30:34.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.234e-03, size: 672, ETA: 12:32:28
2024-12-17 03:30:36.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.260s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.234e-03, size: 640, ETA: 12:32:27
2024-12-17 03:30:39.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.234e-03, size: 704, ETA: 12:32:26
2024-12-17 03:30:41.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.234e-03, size: 704, ETA: 12:32:23
2024-12-17 03:30:43.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.234e-03, size: 608, ETA: 12:32:20
2024-12-17 03:30:45.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.234e-03, size: 704, ETA: 12:32:17
2024-12-17 03:30:47.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.234e-03, size: 640, ETA: 12:32:14
2024-12-17 03:30:48.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.234e-03, size: 544, ETA: 12:32:10
2024-12-17 03:30:50.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.233e-03, size: 544, ETA: 12:32:07
2024-12-17 03:30:53.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.233e-03, size: 736, ETA: 12:32:05
2024-12-17 03:30:55.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.233e-03, size: 704, ETA: 12:32:04
2024-12-17 03:30:58.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.233e-03, size: 576, ETA: 12:32:03
2024-12-17 03:31:00.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.233e-03, size: 544, ETA: 12:32:01
2024-12-17 03:31:03.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.233e-03, size: 608, ETA: 12:32:00
2024-12-17 03:31:05.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.233e-03, size: 608, ETA: 12:31:57
2024-12-17 03:31:07.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.233e-03, size: 736, ETA: 12:31:56
2024-12-17 03:31:10.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.233e-03, size: 704, ETA: 12:31:56
2024-12-17 03:31:12.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.233e-03, size: 736, ETA: 12:31:53
2024-12-17 03:31:14.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.232e-03, size: 608, ETA: 12:31:50
2024-12-17 03:31:16.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.232e-03, size: 672, ETA: 12:31:47
2024-12-17 03:31:18.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.232e-03, size: 672, ETA: 12:31:44
2024-12-17 03:31:20.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.232e-03, size: 608, ETA: 12:31:41
2024-12-17 03:31:22.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.232e-03, size: 704, ETA: 12:31:39
2024-12-17 03:31:24.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.232e-03, size: 544, ETA: 12:31:36
2024-12-17 03:31:27.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.232e-03, size: 544, ETA: 12:31:35
2024-12-17 03:31:29.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.232e-03, size: 576, ETA: 12:31:34
2024-12-17 03:31:32.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.232e-03, size: 640, ETA: 12:31:34
2024-12-17 03:31:34.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.232e-03, size: 576, ETA: 12:31:32
2024-12-17 03:31:36.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.231e-03, size: 736, ETA: 12:31:29
2024-12-17 03:31:39.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.231e-03, size: 704, ETA: 12:31:26
2024-12-17 03:31:41.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.231e-03, size: 704, ETA: 12:31:24
2024-12-17 03:31:43.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.231e-03, size: 704, ETA: 12:31:21
2024-12-17 03:31:45.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.231e-03, size: 640, ETA: 12:31:19
2024-12-17 03:31:47.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.231e-03, size: 544, ETA: 12:31:17
2024-12-17 03:31:50.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.231e-03, size: 608, ETA: 12:31:15
2024-12-17 03:31:52.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.231e-03, size: 672, ETA: 12:31:14
2024-12-17 03:31:54.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.231e-03, size: 576, ETA: 12:31:11
2024-12-17 03:31:57.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.230e-03, size: 576, ETA: 12:31:09
2024-12-17 03:31:59.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.230e-03, size: 544, ETA: 12:31:07
2024-12-17 03:32:01.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.230e-03, size: 736, ETA: 12:31:06
2024-12-17 03:32:04.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.230e-03, size: 640, ETA: 12:31:05
2024-12-17 03:32:06.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.230e-03, size: 576, ETA: 12:31:01
2024-12-17 03:32:08.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.230e-03, size: 640, ETA: 12:30:58
2024-12-17 03:32:10.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.230e-03, size: 736, ETA: 12:30:56
2024-12-17 03:32:12.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.230e-03, size: 736, ETA: 12:30:54
2024-12-17 03:32:14.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.230e-03, size: 576, ETA: 12:30:51
2024-12-17 03:32:16.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.230e-03, size: 704, ETA: 12:30:49
2024-12-17 03:32:19.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.229e-03, size: 608, ETA: 12:30:47
2024-12-17 03:32:21.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.229e-03, size: 544, ETA: 12:30:45
2024-12-17 03:32:23.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.229e-03, size: 736, ETA: 12:30:43
2024-12-17 03:32:25.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.229e-03, size: 640, ETA: 12:30:41
2024-12-17 03:32:27.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.229e-03, size: 544, ETA: 12:30:38
2024-12-17 03:32:30.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.291s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.229e-03, size: 704, ETA: 12:30:38
2024-12-17 03:32:33.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.229e-03, size: 736, ETA: 12:30:37
2024-12-17 03:32:35.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.229e-03, size: 704, ETA: 12:30:35
2024-12-17 03:32:37.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.229e-03, size: 672, ETA: 12:30:32
2024-12-17 03:32:39.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.229e-03, size: 544, ETA: 12:30:29
2024-12-17 03:32:41.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.228e-03, size: 736, ETA: 12:30:27
2024-12-17 03:32:43.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.228e-03, size: 640, ETA: 12:30:23
2024-12-17 03:32:45.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.228e-03, size: 640, ETA: 12:30:20
2024-12-17 03:32:48.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.228e-03, size: 704, ETA: 12:30:19
2024-12-17 03:32:50.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.228e-03, size: 672, ETA: 12:30:17
2024-12-17 03:32:52.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.228e-03, size: 672, ETA: 12:30:15
2024-12-17 03:32:55.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.228e-03, size: 576, ETA: 12:30:14
2024-12-17 03:32:57.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.228e-03, size: 640, ETA: 12:30:13
2024-12-17 03:32:59.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.228e-03, size: 544, ETA: 12:30:10
2024-12-17 03:33:01.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.228e-03, size: 672, ETA: 12:30:07
2024-12-17 03:33:03.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.227e-03, size: 704, ETA: 12:30:04
2024-12-17 03:33:05.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.227e-03, size: 544, ETA: 12:30:01
2024-12-17 03:33:07.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.227e-03, size: 672, ETA: 12:29:57
2024-12-17 03:33:09.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.227e-03, size: 640, ETA: 12:29:55
2024-12-17 03:33:12.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.227e-03, size: 736, ETA: 12:29:54
2024-12-17 03:33:14.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 2.227e-03, size: 672, ETA: 12:29:52
2024-12-17 03:33:16.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.227e-03, size: 640, ETA: 12:29:50
2024-12-17 03:33:19.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.227e-03, size: 672, ETA: 12:29:50
2024-12-17 03:33:22.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.227e-03, size: 736, ETA: 12:29:51
2024-12-17 03:33:24.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.226e-03, size: 576, ETA: 12:29:48
2024-12-17 03:33:26.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.226e-03, size: 704, ETA: 12:29:45
2024-12-17 03:33:28.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.226e-03, size: 672, ETA: 12:29:42
2024-12-17 03:33:30.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.226e-03, size: 576, ETA: 12:29:39
2024-12-17 03:33:32.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.226e-03, size: 704, ETA: 12:29:35
2024-12-17 03:33:34.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.226e-03, size: 736, ETA: 12:29:33
2024-12-17 03:33:36.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.226e-03, size: 576, ETA: 12:29:31
2024-12-17 03:33:39.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.226e-03, size: 544, ETA: 12:29:29
2024-12-17 03:33:41.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.226e-03, size: 640, ETA: 12:29:28
2024-12-17 03:33:44.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.226e-03, size: 704, ETA: 12:29:28
2024-12-17 03:33:47.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.225e-03, size: 672, ETA: 12:29:27
2024-12-17 03:33:49.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.225e-03, size: 672, ETA: 12:29:23
2024-12-17 03:33:51.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.216s, data_time: 0.020s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.225e-03, size: 608, ETA: 12:29:21
2024-12-17 03:33:53.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.225e-03, size: 672, ETA: 12:29:19
2024-12-17 03:33:55.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 26/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.225e-03, size: 640, ETA: 12:29:17
2024-12-17 03:33:56.732 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 03:33:57.148 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch27
2024-12-17 03:33:59.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.225e-03, size: 672, ETA: 12:29:15
2024-12-17 03:34:02.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.225e-03, size: 704, ETA: 12:29:15
2024-12-17 03:34:05.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.225e-03, size: 736, ETA: 12:29:15
2024-12-17 03:34:08.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.225e-03, size: 576, ETA: 12:29:14
2024-12-17 03:34:10.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.224e-03, size: 608, ETA: 12:29:12
2024-12-17 03:34:13.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.224e-03, size: 640, ETA: 12:29:11
2024-12-17 03:34:15.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.224e-03, size: 608, ETA: 12:29:10
2024-12-17 03:34:18.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.224e-03, size: 608, ETA: 12:29:10
2024-12-17 03:34:20.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.224e-03, size: 640, ETA: 12:29:08
2024-12-17 03:34:23.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.224e-03, size: 736, ETA: 12:29:06
2024-12-17 03:34:25.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.224e-03, size: 576, ETA: 12:29:03
2024-12-17 03:34:27.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.224e-03, size: 576, ETA: 12:29:01
2024-12-17 03:34:29.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.224e-03, size: 640, ETA: 12:28:58
2024-12-17 03:34:31.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.224e-03, size: 672, ETA: 12:28:55
2024-12-17 03:34:33.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.223e-03, size: 704, ETA: 12:28:54
2024-12-17 03:34:36.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.223e-03, size: 704, ETA: 12:28:53
2024-12-17 03:34:38.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.223e-03, size: 672, ETA: 12:28:51
2024-12-17 03:34:41.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.223e-03, size: 608, ETA: 12:28:50
2024-12-17 03:34:44.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.223e-03, size: 736, ETA: 12:28:50
2024-12-17 03:34:47.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.223e-03, size: 704, ETA: 12:28:50
2024-12-17 03:34:49.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.223e-03, size: 672, ETA: 12:28:47
2024-12-17 03:34:51.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.223e-03, size: 736, ETA: 12:28:44
2024-12-17 03:34:53.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.223e-03, size: 608, ETA: 12:28:42
2024-12-17 03:34:55.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.222e-03, size: 704, ETA: 12:28:39
2024-12-17 03:34:58.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.222e-03, size: 704, ETA: 12:28:39
2024-12-17 03:35:00.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.222e-03, size: 672, ETA: 12:28:38
2024-12-17 03:35:03.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.222e-03, size: 704, ETA: 12:28:37
2024-12-17 03:35:05.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.222e-03, size: 576, ETA: 12:28:34
2024-12-17 03:35:07.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.222e-03, size: 576, ETA: 12:28:31
2024-12-17 03:35:09.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.222e-03, size: 576, ETA: 12:28:27
2024-12-17 03:35:11.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.222e-03, size: 672, ETA: 12:28:25
2024-12-17 03:35:13.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.222e-03, size: 704, ETA: 12:28:24
2024-12-17 03:35:16.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.222e-03, size: 608, ETA: 12:28:23
2024-12-17 03:35:19.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.221e-03, size: 704, ETA: 12:28:22
2024-12-17 03:35:21.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.221e-03, size: 608, ETA: 12:28:19
2024-12-17 03:35:23.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.221e-03, size: 704, ETA: 12:28:16
2024-12-17 03:35:25.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.221e-03, size: 576, ETA: 12:28:13
2024-12-17 03:35:27.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.221e-03, size: 704, ETA: 12:28:11
2024-12-17 03:35:29.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.221e-03, size: 704, ETA: 12:28:08
2024-12-17 03:35:31.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.221e-03, size: 576, ETA: 12:28:07
2024-12-17 03:35:34.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.221e-03, size: 672, ETA: 12:28:06
2024-12-17 03:35:37.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.221e-03, size: 672, ETA: 12:28:06
2024-12-17 03:35:39.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.221e-03, size: 704, ETA: 12:28:03
2024-12-17 03:35:41.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.220e-03, size: 704, ETA: 12:28:00
2024-12-17 03:35:43.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.220e-03, size: 608, ETA: 12:27:59
2024-12-17 03:35:45.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.220e-03, size: 704, ETA: 12:27:56
2024-12-17 03:35:47.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.220e-03, size: 544, ETA: 12:27:53
2024-12-17 03:35:49.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.220e-03, size: 736, ETA: 12:27:50
2024-12-17 03:35:52.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.220e-03, size: 608, ETA: 12:27:49
2024-12-17 03:35:54.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.220e-03, size: 672, ETA: 12:27:48
2024-12-17 03:35:57.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.220e-03, size: 640, ETA: 12:27:47
2024-12-17 03:35:59.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.220e-03, size: 672, ETA: 12:27:43
2024-12-17 03:36:01.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.219e-03, size: 672, ETA: 12:27:41
2024-12-17 03:36:03.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.219e-03, size: 704, ETA: 12:27:38
2024-12-17 03:36:05.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.219e-03, size: 704, ETA: 12:27:36
2024-12-17 03:36:08.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.219e-03, size: 640, ETA: 12:27:35
2024-12-17 03:36:10.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.219e-03, size: 704, ETA: 12:27:34
2024-12-17 03:36:13.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.219e-03, size: 704, ETA: 12:27:32
2024-12-17 03:36:15.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.219e-03, size: 736, ETA: 12:27:30
2024-12-17 03:36:18.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.219e-03, size: 672, ETA: 12:27:29
2024-12-17 03:36:20.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.219e-03, size: 608, ETA: 12:27:28
2024-12-17 03:36:23.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.219e-03, size: 736, ETA: 12:27:26
2024-12-17 03:36:25.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.218e-03, size: 640, ETA: 12:27:24
2024-12-17 03:36:27.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.218e-03, size: 736, ETA: 12:27:21
2024-12-17 03:36:29.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.218e-03, size: 544, ETA: 12:27:19
2024-12-17 03:36:31.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.218e-03, size: 672, ETA: 12:27:16
2024-12-17 03:36:33.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.218e-03, size: 544, ETA: 12:27:14
2024-12-17 03:36:36.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.218e-03, size: 544, ETA: 12:27:13
2024-12-17 03:36:38.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.218e-03, size: 640, ETA: 12:27:12
2024-12-17 03:36:41.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.218e-03, size: 576, ETA: 12:27:09
2024-12-17 03:36:43.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.218e-03, size: 544, ETA: 12:27:07
2024-12-17 03:36:45.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.217e-03, size: 704, ETA: 12:27:04
2024-12-17 03:36:47.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.217e-03, size: 544, ETA: 12:27:01
2024-12-17 03:36:48.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.217e-03, size: 576, ETA: 12:26:57
2024-12-17 03:36:50.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.217e-03, size: 608, ETA: 12:26:54
2024-12-17 03:36:52.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.217e-03, size: 736, ETA: 12:26:51
2024-12-17 03:36:55.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.217e-03, size: 736, ETA: 12:26:49
2024-12-17 03:36:57.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.217e-03, size: 576, ETA: 12:26:47
2024-12-17 03:36:59.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.217e-03, size: 608, ETA: 12:26:44
2024-12-17 03:37:01.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.217e-03, size: 704, ETA: 12:26:42
2024-12-17 03:37:04.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.217e-03, size: 608, ETA: 12:26:40
2024-12-17 03:37:06.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.216e-03, size: 576, ETA: 12:26:39
2024-12-17 03:37:09.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.276s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.216e-03, size: 736, ETA: 12:26:39
2024-12-17 03:37:11.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.216e-03, size: 544, ETA: 12:26:37
2024-12-17 03:37:13.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.216e-03, size: 704, ETA: 12:26:34
2024-12-17 03:37:15.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.216e-03, size: 736, ETA: 12:26:32
2024-12-17 03:37:17.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.216e-03, size: 608, ETA: 12:26:29
2024-12-17 03:37:19.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.216e-03, size: 576, ETA: 12:26:25
2024-12-17 03:37:21.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.216e-03, size: 736, ETA: 12:26:22
2024-12-17 03:37:23.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.216e-03, size: 672, ETA: 12:26:20
2024-12-17 03:37:25.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.215e-03, size: 544, ETA: 12:26:17
2024-12-17 03:37:27.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.215e-03, size: 608, ETA: 12:26:13
2024-12-17 03:37:29.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.215e-03, size: 736, ETA: 12:26:10
2024-12-17 03:37:31.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.215e-03, size: 640, ETA: 12:26:07
2024-12-17 03:37:33.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.215e-03, size: 544, ETA: 12:26:04
2024-12-17 03:37:35.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.215e-03, size: 672, ETA: 12:26:01
2024-12-17 03:37:37.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.215e-03, size: 736, ETA: 12:25:58
2024-12-17 03:37:39.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.215e-03, size: 704, ETA: 12:25:55
2024-12-17 03:37:41.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.215e-03, size: 704, ETA: 12:25:53
2024-12-17 03:37:43.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.215e-03, size: 672, ETA: 12:25:50
2024-12-17 03:37:45.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.214e-03, size: 736, ETA: 12:25:47
2024-12-17 03:37:47.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.214e-03, size: 576, ETA: 12:25:44
2024-12-17 03:37:49.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.214e-03, size: 704, ETA: 12:25:42
2024-12-17 03:37:51.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.214e-03, size: 704, ETA: 12:25:39
2024-12-17 03:37:53.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.214e-03, size: 672, ETA: 12:25:36
2024-12-17 03:37:55.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.214e-03, size: 640, ETA: 12:25:34
2024-12-17 03:37:57.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.214e-03, size: 576, ETA: 12:25:31
2024-12-17 03:38:00.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.214e-03, size: 672, ETA: 12:25:29
2024-12-17 03:38:02.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.214e-03, size: 736, ETA: 12:25:26
2024-12-17 03:38:04.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.213e-03, size: 736, ETA: 12:25:24
2024-12-17 03:38:06.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.213e-03, size: 736, ETA: 12:25:21
2024-12-17 03:38:08.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.213e-03, size: 704, ETA: 12:25:19
2024-12-17 03:38:11.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.213e-03, size: 608, ETA: 12:25:17
2024-12-17 03:38:13.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.213e-03, size: 704, ETA: 12:25:16
2024-12-17 03:38:15.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.213e-03, size: 704, ETA: 12:25:14
2024-12-17 03:38:18.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.213e-03, size: 544, ETA: 12:25:14
2024-12-17 03:38:21.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.213e-03, size: 640, ETA: 12:25:12
2024-12-17 03:38:22.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.213e-03, size: 640, ETA: 12:25:09
2024-12-17 03:38:24.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.213e-03, size: 640, ETA: 12:25:05
2024-12-17 03:38:26.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.212e-03, size: 736, ETA: 12:25:02
2024-12-17 03:38:28.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.212e-03, size: 704, ETA: 12:25:00
2024-12-17 03:38:31.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.212e-03, size: 608, ETA: 12:24:57
2024-12-17 03:38:33.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.212e-03, size: 672, ETA: 12:24:55
2024-12-17 03:38:35.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.212e-03, size: 544, ETA: 12:24:53
2024-12-17 03:38:37.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.212e-03, size: 544, ETA: 12:24:51
2024-12-17 03:38:40.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.212e-03, size: 704, ETA: 12:24:50
2024-12-17 03:38:42.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.212e-03, size: 608, ETA: 12:24:49
2024-12-17 03:38:45.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.212e-03, size: 576, ETA: 12:24:48
2024-12-17 03:38:47.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.211e-03, size: 672, ETA: 12:24:44
2024-12-17 03:38:49.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.211e-03, size: 736, ETA: 12:24:42
2024-12-17 03:38:51.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.211e-03, size: 736, ETA: 12:24:40
2024-12-17 03:38:53.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.211e-03, size: 736, ETA: 12:24:37
2024-12-17 03:38:55.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.211e-03, size: 736, ETA: 12:24:35
2024-12-17 03:38:58.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.211e-03, size: 640, ETA: 12:24:33
2024-12-17 03:39:00.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.211e-03, size: 736, ETA: 12:24:31
2024-12-17 03:39:02.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.211e-03, size: 576, ETA: 12:24:28
2024-12-17 03:39:04.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.211e-03, size: 704, ETA: 12:24:25
2024-12-17 03:39:07.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.211e-03, size: 704, ETA: 12:24:24
2024-12-17 03:39:09.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.210e-03, size: 704, ETA: 12:24:23
2024-12-17 03:39:12.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.4, cls_loss: 0.3, lr: 2.210e-03, size: 704, ETA: 12:24:22
2024-12-17 03:39:15.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.210e-03, size: 608, ETA: 12:24:21
2024-12-17 03:39:16.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.210e-03, size: 736, ETA: 12:24:18
2024-12-17 03:39:18.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.210e-03, size: 672, ETA: 12:24:15
2024-12-17 03:39:20.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.210e-03, size: 672, ETA: 12:24:12
2024-12-17 03:39:22.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.210e-03, size: 704, ETA: 12:24:10
2024-12-17 03:39:24.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.210e-03, size: 672, ETA: 12:24:07
2024-12-17 03:39:26.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.210e-03, size: 576, ETA: 12:24:04
2024-12-17 03:39:29.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.209e-03, size: 736, ETA: 12:24:02
2024-12-17 03:39:31.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.209e-03, size: 704, ETA: 12:24:01
2024-12-17 03:39:34.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.209e-03, size: 576, ETA: 12:24:00
2024-12-17 03:39:37.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.209e-03, size: 608, ETA: 12:24:00
2024-12-17 03:39:39.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.209e-03, size: 640, ETA: 12:23:58
2024-12-17 03:39:41.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.209e-03, size: 576, ETA: 12:23:55
2024-12-17 03:39:43.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.209e-03, size: 704, ETA: 12:23:52
2024-12-17 03:39:45.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.209e-03, size: 544, ETA: 12:23:49
2024-12-17 03:39:47.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.209e-03, size: 576, ETA: 12:23:46
2024-12-17 03:39:49.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.208e-03, size: 576, ETA: 12:23:43
2024-12-17 03:39:51.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.208e-03, size: 704, ETA: 12:23:41
2024-12-17 03:39:54.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.208e-03, size: 672, ETA: 12:23:39
2024-12-17 03:39:56.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.208e-03, size: 544, ETA: 12:23:37
2024-12-17 03:39:59.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.208e-03, size: 640, ETA: 12:23:36
2024-12-17 03:40:01.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.208e-03, size: 544, ETA: 12:23:36
2024-12-17 03:40:04.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.208e-03, size: 640, ETA: 12:23:35
2024-12-17 03:40:06.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.208e-03, size: 608, ETA: 12:23:32
2024-12-17 03:40:08.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.208e-03, size: 672, ETA: 12:23:29
2024-12-17 03:40:10.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.208e-03, size: 608, ETA: 12:23:26
2024-12-17 03:40:12.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.207e-03, size: 576, ETA: 12:23:23
2024-12-17 03:40:14.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.207e-03, size: 576, ETA: 12:23:21
2024-12-17 03:40:16.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.207e-03, size: 672, ETA: 12:23:18
2024-12-17 03:40:18.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.207e-03, size: 736, ETA: 12:23:16
2024-12-17 03:40:21.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.207e-03, size: 608, ETA: 12:23:15
2024-12-17 03:40:23.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.207e-03, size: 544, ETA: 12:23:13
2024-12-17 03:40:26.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.207e-03, size: 608, ETA: 12:23:12
2024-12-17 03:40:28.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.207e-03, size: 640, ETA: 12:23:10
2024-12-17 03:40:30.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.207e-03, size: 704, ETA: 12:23:08
2024-12-17 03:40:32.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.206e-03, size: 576, ETA: 12:23:05
2024-12-17 03:40:34.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.206e-03, size: 544, ETA: 12:23:02
2024-12-17 03:40:36.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.206e-03, size: 576, ETA: 12:22:59
2024-12-17 03:40:38.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.206e-03, size: 608, ETA: 12:22:56
2024-12-17 03:40:41.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 2.206e-03, size: 672, ETA: 12:22:54
2024-12-17 03:40:43.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.206e-03, size: 544, ETA: 12:22:52
2024-12-17 03:40:45.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.206e-03, size: 736, ETA: 12:22:50
2024-12-17 03:40:48.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.206e-03, size: 704, ETA: 12:22:48
2024-12-17 03:40:50.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.206e-03, size: 672, ETA: 12:22:48
2024-12-17 03:40:53.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.206e-03, size: 736, ETA: 12:22:47
2024-12-17 03:40:55.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.205e-03, size: 704, ETA: 12:22:45
2024-12-17 03:40:57.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.205e-03, size: 608, ETA: 12:22:43
2024-12-17 03:40:59.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.205e-03, size: 640, ETA: 12:22:40
2024-12-17 03:41:01.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.205e-03, size: 736, ETA: 12:22:37
2024-12-17 03:41:03.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.205e-03, size: 672, ETA: 12:22:34
2024-12-17 03:41:05.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.205e-03, size: 672, ETA: 12:22:31
2024-12-17 03:41:08.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.205e-03, size: 608, ETA: 12:22:29
2024-12-17 03:41:10.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.205e-03, size: 544, ETA: 12:22:26
2024-12-17 03:41:12.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.205e-03, size: 736, ETA: 12:22:25
2024-12-17 03:41:15.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.204e-03, size: 704, ETA: 12:22:25
2024-12-17 03:41:18.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.204e-03, size: 608, ETA: 12:22:24
2024-12-17 03:41:20.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.204e-03, size: 672, ETA: 12:22:23
2024-12-17 03:41:22.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.204e-03, size: 576, ETA: 12:22:20
2024-12-17 03:41:24.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.204e-03, size: 576, ETA: 12:22:16
2024-12-17 03:41:26.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.204e-03, size: 672, ETA: 12:22:13
2024-12-17 03:41:28.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.204e-03, size: 544, ETA: 12:22:10
2024-12-17 03:41:30.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.204e-03, size: 736, ETA: 12:22:07
2024-12-17 03:41:32.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.204e-03, size: 672, ETA: 12:22:04
2024-12-17 03:41:34.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.203e-03, size: 576, ETA: 12:22:02
2024-12-17 03:41:37.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.203e-03, size: 640, ETA: 12:22:01
2024-12-17 03:41:39.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.203e-03, size: 672, ETA: 12:22:00
2024-12-17 03:41:42.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.203e-03, size: 672, ETA: 12:22:00
2024-12-17 03:41:45.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.203e-03, size: 640, ETA: 12:21:59
2024-12-17 03:41:47.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.203e-03, size: 544, ETA: 12:21:58
2024-12-17 03:41:50.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.203e-03, size: 608, ETA: 12:21:56
2024-12-17 03:41:52.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.203e-03, size: 576, ETA: 12:21:55
2024-12-17 03:41:54.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.203e-03, size: 576, ETA: 12:21:52
2024-12-17 03:41:56.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.203e-03, size: 704, ETA: 12:21:49
2024-12-17 03:41:58.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.202e-03, size: 608, ETA: 12:21:46
2024-12-17 03:42:00.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.202e-03, size: 608, ETA: 12:21:43
2024-12-17 03:42:02.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.202e-03, size: 608, ETA: 12:21:40
2024-12-17 03:42:04.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.202e-03, size: 608, ETA: 12:21:38
2024-12-17 03:42:07.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.202e-03, size: 576, ETA: 12:21:36
2024-12-17 03:42:09.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.202e-03, size: 736, ETA: 12:21:34
2024-12-17 03:42:12.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.202e-03, size: 672, ETA: 12:21:34
2024-12-17 03:42:15.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.202e-03, size: 672, ETA: 12:21:33
2024-12-17 03:42:17.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.202e-03, size: 640, ETA: 12:21:31
2024-12-17 03:42:19.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.201e-03, size: 672, ETA: 12:21:28
2024-12-17 03:42:21.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.201e-03, size: 736, ETA: 12:21:25
2024-12-17 03:42:23.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.201e-03, size: 736, ETA: 12:21:23
2024-12-17 03:42:25.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.201e-03, size: 704, ETA: 12:21:20
2024-12-17 03:42:27.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.201e-03, size: 544, ETA: 12:21:18
2024-12-17 03:42:29.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.201e-03, size: 544, ETA: 12:21:15
2024-12-17 03:42:32.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.201e-03, size: 704, ETA: 12:21:13
2024-12-17 03:42:34.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.201e-03, size: 608, ETA: 12:21:10
2024-12-17 03:42:36.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.201e-03, size: 640, ETA: 12:21:07
2024-12-17 03:42:38.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.200e-03, size: 576, ETA: 12:21:05
2024-12-17 03:42:40.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.200e-03, size: 704, ETA: 12:21:03
2024-12-17 03:42:43.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.200e-03, size: 672, ETA: 12:21:02
2024-12-17 03:42:45.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.200e-03, size: 672, ETA: 12:21:01
2024-12-17 03:42:48.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.200e-03, size: 576, ETA: 12:20:59
2024-12-17 03:42:50.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.200e-03, size: 544, ETA: 12:20:58
2024-12-17 03:42:52.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.200e-03, size: 704, ETA: 12:20:55
2024-12-17 03:42:54.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.200e-03, size: 608, ETA: 12:20:52
2024-12-17 03:42:56.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.007s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.200e-03, size: 640, ETA: 12:20:49
2024-12-17 03:42:58.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.200e-03, size: 736, ETA: 12:20:47
2024-12-17 03:43:00.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 27/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.199e-03, size: 544, ETA: 12:20:44
2024-12-17 03:43:01.435 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 03:43:01.865 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch28
2024-12-17 03:43:03.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.199e-03, size: 640, ETA: 12:20:40
2024-12-17 03:43:06.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.199e-03, size: 608, ETA: 12:20:38
2024-12-17 03:43:08.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.199e-03, size: 672, ETA: 12:20:37
2024-12-17 03:43:11.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.199e-03, size: 704, ETA: 12:20:36
2024-12-17 03:43:14.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.199e-03, size: 608, ETA: 12:20:36
2024-12-17 03:43:16.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.199e-03, size: 544, ETA: 12:20:33
2024-12-17 03:43:18.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.199e-03, size: 672, ETA: 12:20:30
2024-12-17 03:43:20.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.198e-03, size: 736, ETA: 12:20:28
2024-12-17 03:43:22.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.198e-03, size: 736, ETA: 12:20:25
2024-12-17 03:43:24.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.198e-03, size: 608, ETA: 12:20:22
2024-12-17 03:43:26.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.198e-03, size: 672, ETA: 12:20:19
2024-12-17 03:43:28.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.198e-03, size: 736, ETA: 12:20:17
2024-12-17 03:43:31.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.198e-03, size: 672, ETA: 12:20:16
2024-12-17 03:43:33.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.198e-03, size: 640, ETA: 12:20:14
2024-12-17 03:43:36.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.281s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.198e-03, size: 640, ETA: 12:20:14
2024-12-17 03:43:39.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.198e-03, size: 544, ETA: 12:20:13
2024-12-17 03:43:41.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.198e-03, size: 608, ETA: 12:20:11
2024-12-17 03:43:43.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.197e-03, size: 704, ETA: 12:20:09
2024-12-17 03:43:45.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.197e-03, size: 576, ETA: 12:20:06
2024-12-17 03:43:47.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.197e-03, size: 608, ETA: 12:20:03
2024-12-17 03:43:49.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.197e-03, size: 672, ETA: 12:20:00
2024-12-17 03:43:51.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.197e-03, size: 544, ETA: 12:19:57
2024-12-17 03:43:53.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.197e-03, size: 544, ETA: 12:19:54
2024-12-17 03:43:55.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.197e-03, size: 576, ETA: 12:19:52
2024-12-17 03:43:58.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.197e-03, size: 736, ETA: 12:19:50
2024-12-17 03:44:00.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.197e-03, size: 672, ETA: 12:19:48
2024-12-17 03:44:03.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.196e-03, size: 672, ETA: 12:19:48
2024-12-17 03:44:05.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.196e-03, size: 544, ETA: 12:19:45
2024-12-17 03:44:07.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.196e-03, size: 704, ETA: 12:19:42
2024-12-17 03:44:09.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.196e-03, size: 544, ETA: 12:19:39
2024-12-17 03:44:11.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.196e-03, size: 576, ETA: 12:19:36
2024-12-17 03:44:13.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.196e-03, size: 704, ETA: 12:19:33
2024-12-17 03:44:15.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.196e-03, size: 704, ETA: 12:19:31
2024-12-17 03:44:17.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.196e-03, size: 736, ETA: 12:19:28
2024-12-17 03:44:19.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.196e-03, size: 576, ETA: 12:19:27
2024-12-17 03:44:22.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.195e-03, size: 736, ETA: 12:19:25
2024-12-17 03:44:25.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.195e-03, size: 704, ETA: 12:19:24
2024-12-17 03:44:27.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.195e-03, size: 640, ETA: 12:19:22
2024-12-17 03:44:30.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.195e-03, size: 736, ETA: 12:19:21
2024-12-17 03:44:31.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.195e-03, size: 544, ETA: 12:19:18
2024-12-17 03:44:33.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.195e-03, size: 576, ETA: 12:19:15
2024-12-17 03:44:35.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.195e-03, size: 672, ETA: 12:19:12
2024-12-17 03:44:37.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.195e-03, size: 736, ETA: 12:19:09
2024-12-17 03:44:39.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.195e-03, size: 704, ETA: 12:19:07
2024-12-17 03:44:41.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.194e-03, size: 704, ETA: 12:19:04
2024-12-17 03:44:44.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.194e-03, size: 736, ETA: 12:19:02
2024-12-17 03:44:46.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.194e-03, size: 640, ETA: 12:19:01
2024-12-17 03:44:49.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.194e-03, size: 704, ETA: 12:19:00
2024-12-17 03:44:52.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.194e-03, size: 736, ETA: 12:19:01
2024-12-17 03:44:55.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.194e-03, size: 544, ETA: 12:18:59
2024-12-17 03:44:57.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.194e-03, size: 704, ETA: 12:18:56
2024-12-17 03:44:59.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.194e-03, size: 704, ETA: 12:18:53
2024-12-17 03:45:00.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.194e-03, size: 576, ETA: 12:18:50
2024-12-17 03:45:02.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.194e-03, size: 544, ETA: 12:18:47
2024-12-17 03:45:04.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.193e-03, size: 640, ETA: 12:18:43
2024-12-17 03:45:06.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.193e-03, size: 704, ETA: 12:18:41
2024-12-17 03:45:09.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.193e-03, size: 608, ETA: 12:18:39
2024-12-17 03:45:11.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.193e-03, size: 544, ETA: 12:18:37
2024-12-17 03:45:13.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.193e-03, size: 544, ETA: 12:18:36
2024-12-17 03:45:16.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.193e-03, size: 544, ETA: 12:18:34
2024-12-17 03:45:18.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.193e-03, size: 544, ETA: 12:18:33
2024-12-17 03:45:20.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.193e-03, size: 576, ETA: 12:18:31
2024-12-17 03:45:23.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.193e-03, size: 736, ETA: 12:18:28
2024-12-17 03:45:24.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.192e-03, size: 608, ETA: 12:18:25
2024-12-17 03:45:26.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.192e-03, size: 672, ETA: 12:18:22
2024-12-17 03:45:28.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.192e-03, size: 544, ETA: 12:18:19
2024-12-17 03:45:31.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.192e-03, size: 672, ETA: 12:18:16
2024-12-17 03:45:33.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.192e-03, size: 736, ETA: 12:18:14
2024-12-17 03:45:35.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.192e-03, size: 576, ETA: 12:18:12
2024-12-17 03:45:37.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.192e-03, size: 608, ETA: 12:18:11
2024-12-17 03:45:40.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.192e-03, size: 640, ETA: 12:18:09
2024-12-17 03:45:42.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.192e-03, size: 640, ETA: 12:18:07
2024-12-17 03:45:45.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.191e-03, size: 640, ETA: 12:18:05
2024-12-17 03:45:47.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.191e-03, size: 704, ETA: 12:18:03
2024-12-17 03:45:49.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.191e-03, size: 640, ETA: 12:18:00
2024-12-17 03:45:51.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.191e-03, size: 640, ETA: 12:17:58
2024-12-17 03:45:53.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.191e-03, size: 608, ETA: 12:17:55
2024-12-17 03:45:55.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.191e-03, size: 544, ETA: 12:17:52
2024-12-17 03:45:57.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.191e-03, size: 640, ETA: 12:17:50
2024-12-17 03:46:00.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.191e-03, size: 704, ETA: 12:17:49
2024-12-17 03:46:02.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.191e-03, size: 544, ETA: 12:17:47
2024-12-17 03:46:05.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.190e-03, size: 672, ETA: 12:17:46
2024-12-17 03:46:08.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.190e-03, size: 544, ETA: 12:17:46
2024-12-17 03:46:10.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.190e-03, size: 704, ETA: 12:17:45
2024-12-17 03:46:12.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.190e-03, size: 704, ETA: 12:17:42
2024-12-17 03:46:14.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.190e-03, size: 672, ETA: 12:17:40
2024-12-17 03:46:16.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.190e-03, size: 544, ETA: 12:17:37
2024-12-17 03:46:19.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.190e-03, size: 736, ETA: 12:17:34
2024-12-17 03:46:21.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.190e-03, size: 704, ETA: 12:17:33
2024-12-17 03:46:24.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.190e-03, size: 672, ETA: 12:17:32
2024-12-17 03:46:26.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.189e-03, size: 544, ETA: 12:17:31
2024-12-17 03:46:29.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.189e-03, size: 704, ETA: 12:17:30
2024-12-17 03:46:32.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.189e-03, size: 736, ETA: 12:17:30
2024-12-17 03:46:35.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.189e-03, size: 544, ETA: 12:17:30
2024-12-17 03:46:38.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.189e-03, size: 608, ETA: 12:17:29
2024-12-17 03:46:40.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.189e-03, size: 672, ETA: 12:17:27
2024-12-17 03:46:41.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.189e-03, size: 544, ETA: 12:17:23
2024-12-17 03:46:43.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.189e-03, size: 608, ETA: 12:17:20
2024-12-17 03:46:46.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.189e-03, size: 736, ETA: 12:17:18
2024-12-17 03:46:48.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.188e-03, size: 704, ETA: 12:17:16
2024-12-17 03:46:50.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.188e-03, size: 608, ETA: 12:17:13
2024-12-17 03:46:53.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.188e-03, size: 672, ETA: 12:17:13
2024-12-17 03:46:55.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.188e-03, size: 544, ETA: 12:17:11
2024-12-17 03:46:58.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.188e-03, size: 608, ETA: 12:17:09
2024-12-17 03:47:00.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.188e-03, size: 736, ETA: 12:17:07
2024-12-17 03:47:02.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.188e-03, size: 640, ETA: 12:17:04
2024-12-17 03:47:04.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.188e-03, size: 640, ETA: 12:17:01
2024-12-17 03:47:06.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.188e-03, size: 640, ETA: 12:16:58
2024-12-17 03:47:08.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.188e-03, size: 736, ETA: 12:16:55
2024-12-17 03:47:10.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.187e-03, size: 704, ETA: 12:16:53
2024-12-17 03:47:12.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.187e-03, size: 544, ETA: 12:16:50
2024-12-17 03:47:14.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.187e-03, size: 640, ETA: 12:16:49
2024-12-17 03:47:17.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.187e-03, size: 576, ETA: 12:16:47
2024-12-17 03:47:19.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.187e-03, size: 672, ETA: 12:16:46
2024-12-17 03:47:22.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.187e-03, size: 576, ETA: 12:16:45
2024-12-17 03:47:24.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.187e-03, size: 576, ETA: 12:16:43
2024-12-17 03:47:26.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.187e-03, size: 704, ETA: 12:16:40
2024-12-17 03:47:28.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.187e-03, size: 640, ETA: 12:16:37
2024-12-17 03:47:30.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.3, cls_loss: 0.3, lr: 2.186e-03, size: 736, ETA: 12:16:34
2024-12-17 03:47:32.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.186e-03, size: 736, ETA: 12:16:32
2024-12-17 03:47:35.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.186e-03, size: 736, ETA: 12:16:30
2024-12-17 03:47:37.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.186e-03, size: 672, ETA: 12:16:28
2024-12-17 03:47:39.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.186e-03, size: 608, ETA: 12:16:26
2024-12-17 03:47:42.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.186e-03, size: 704, ETA: 12:16:25
2024-12-17 03:47:44.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.186e-03, size: 576, ETA: 12:16:23
2024-12-17 03:47:47.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.186e-03, size: 608, ETA: 12:16:21
2024-12-17 03:47:49.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.186e-03, size: 704, ETA: 12:16:20
2024-12-17 03:47:51.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.185e-03, size: 736, ETA: 12:16:17
2024-12-17 03:47:53.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.185e-03, size: 736, ETA: 12:16:15
2024-12-17 03:47:55.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.185e-03, size: 704, ETA: 12:16:12
2024-12-17 03:47:57.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.185e-03, size: 704, ETA: 12:16:09
2024-12-17 03:47:59.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.185e-03, size: 608, ETA: 12:16:07
2024-12-17 03:48:01.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.185e-03, size: 544, ETA: 12:16:04
2024-12-17 03:48:04.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.185e-03, size: 672, ETA: 12:16:02
2024-12-17 03:48:06.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.185e-03, size: 736, ETA: 12:16:01
2024-12-17 03:48:09.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.185e-03, size: 672, ETA: 12:16:00
2024-12-17 03:48:11.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.184e-03, size: 576, ETA: 12:15:58
2024-12-17 03:48:14.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.184e-03, size: 544, ETA: 12:15:56
2024-12-17 03:48:15.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.184e-03, size: 544, ETA: 12:15:53
2024-12-17 03:48:17.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.184e-03, size: 544, ETA: 12:15:50
2024-12-17 03:48:19.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.184e-03, size: 672, ETA: 12:15:47
2024-12-17 03:48:22.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.184e-03, size: 672, ETA: 12:15:45
2024-12-17 03:48:24.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.184e-03, size: 640, ETA: 12:15:42
2024-12-17 03:48:26.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.184e-03, size: 672, ETA: 12:15:40
2024-12-17 03:48:28.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.184e-03, size: 672, ETA: 12:15:38
2024-12-17 03:48:31.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.183e-03, size: 544, ETA: 12:15:36
2024-12-17 03:48:33.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.183e-03, size: 608, ETA: 12:15:34
2024-12-17 03:48:35.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.183e-03, size: 576, ETA: 12:15:32
2024-12-17 03:48:38.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.183e-03, size: 704, ETA: 12:15:31
2024-12-17 03:48:40.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.183e-03, size: 704, ETA: 12:15:28
2024-12-17 03:48:42.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.183e-03, size: 704, ETA: 12:15:25
2024-12-17 03:48:44.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.183e-03, size: 608, ETA: 12:15:22
2024-12-17 03:48:46.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.183e-03, size: 576, ETA: 12:15:19
2024-12-17 03:48:48.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.183e-03, size: 640, ETA: 12:15:17
2024-12-17 03:48:50.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.182e-03, size: 704, ETA: 12:15:14
2024-12-17 03:48:52.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.182e-03, size: 736, ETA: 12:15:12
2024-12-17 03:48:54.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.182e-03, size: 672, ETA: 12:15:11
2024-12-17 03:48:57.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.182e-03, size: 576, ETA: 12:15:09
2024-12-17 03:49:00.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.182e-03, size: 576, ETA: 12:15:09
2024-12-17 03:49:02.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.182e-03, size: 576, ETA: 12:15:08
2024-12-17 03:49:04.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.182e-03, size: 576, ETA: 12:15:05
2024-12-17 03:49:07.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.182e-03, size: 672, ETA: 12:15:02
2024-12-17 03:49:09.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.182e-03, size: 736, ETA: 12:15:00
2024-12-17 03:49:11.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.181e-03, size: 608, ETA: 12:14:57
2024-12-17 03:49:13.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.181e-03, size: 576, ETA: 12:14:54
2024-12-17 03:49:15.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.181e-03, size: 544, ETA: 12:14:51
2024-12-17 03:49:17.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.181e-03, size: 576, ETA: 12:14:48
2024-12-17 03:49:19.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.181e-03, size: 704, ETA: 12:14:47
2024-12-17 03:49:22.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.181e-03, size: 736, ETA: 12:14:46
2024-12-17 03:49:24.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.181e-03, size: 672, ETA: 12:14:45
2024-12-17 03:49:27.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.181e-03, size: 736, ETA: 12:14:44
2024-12-17 03:49:29.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.181e-03, size: 544, ETA: 12:14:41
2024-12-17 03:49:31.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.180e-03, size: 736, ETA: 12:14:38
2024-12-17 03:49:33.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.180e-03, size: 736, ETA: 12:14:36
2024-12-17 03:49:35.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.180e-03, size: 672, ETA: 12:14:33
2024-12-17 03:49:37.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.180e-03, size: 640, ETA: 12:14:30
2024-12-17 03:49:39.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.180e-03, size: 704, ETA: 12:14:28
2024-12-17 03:49:42.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.180e-03, size: 672, ETA: 12:14:26
2024-12-17 03:49:44.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.180e-03, size: 544, ETA: 12:14:24
2024-12-17 03:49:46.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.180e-03, size: 608, ETA: 12:14:22
2024-12-17 03:49:49.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.180e-03, size: 704, ETA: 12:14:22
2024-12-17 03:49:52.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.179e-03, size: 544, ETA: 12:14:21
2024-12-17 03:49:54.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.179e-03, size: 608, ETA: 12:14:19
2024-12-17 03:49:56.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.179e-03, size: 544, ETA: 12:14:16
2024-12-17 03:49:58.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.179e-03, size: 576, ETA: 12:14:12
2024-12-17 03:50:00.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.179e-03, size: 704, ETA: 12:14:10
2024-12-17 03:50:02.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.179e-03, size: 672, ETA: 12:14:07
2024-12-17 03:50:04.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.179e-03, size: 640, ETA: 12:14:04
2024-12-17 03:50:06.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.179e-03, size: 608, ETA: 12:14:01
2024-12-17 03:50:08.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.179e-03, size: 608, ETA: 12:13:59
2024-12-17 03:50:11.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.178e-03, size: 576, ETA: 12:13:57
2024-12-17 03:50:13.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.178e-03, size: 704, ETA: 12:13:56
2024-12-17 03:50:16.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.178e-03, size: 704, ETA: 12:13:55
2024-12-17 03:50:18.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.178e-03, size: 576, ETA: 12:13:54
2024-12-17 03:50:20.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.178e-03, size: 544, ETA: 12:13:51
2024-12-17 03:50:22.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.178e-03, size: 608, ETA: 12:13:48
2024-12-17 03:50:24.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.178e-03, size: 672, ETA: 12:13:45
2024-12-17 03:50:26.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.178e-03, size: 544, ETA: 12:13:42
2024-12-17 03:50:28.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.178e-03, size: 576, ETA: 12:13:39
2024-12-17 03:50:30.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.177e-03, size: 608, ETA: 12:13:36
2024-12-17 03:50:32.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.177e-03, size: 640, ETA: 12:13:34
2024-12-17 03:50:35.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.177e-03, size: 640, ETA: 12:13:32
2024-12-17 03:50:37.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.177e-03, size: 608, ETA: 12:13:31
2024-12-17 03:50:40.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.177e-03, size: 672, ETA: 12:13:31
2024-12-17 03:50:43.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.177e-03, size: 704, ETA: 12:13:31
2024-12-17 03:50:45.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.177e-03, size: 608, ETA: 12:13:29
2024-12-17 03:50:48.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.177e-03, size: 704, ETA: 12:13:26
2024-12-17 03:50:50.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.177e-03, size: 672, ETA: 12:13:24
2024-12-17 03:50:52.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.176e-03, size: 576, ETA: 12:13:21
2024-12-17 03:50:54.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.176e-03, size: 672, ETA: 12:13:18
2024-12-17 03:50:56.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.176e-03, size: 672, ETA: 12:13:16
2024-12-17 03:50:58.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.176e-03, size: 608, ETA: 12:13:13
2024-12-17 03:51:00.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.176e-03, size: 736, ETA: 12:13:11
2024-12-17 03:51:03.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.176e-03, size: 608, ETA: 12:13:09
2024-12-17 03:51:05.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.176e-03, size: 640, ETA: 12:13:08
2024-12-17 03:51:08.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.176e-03, size: 576, ETA: 12:13:07
2024-12-17 03:51:11.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.176e-03, size: 544, ETA: 12:13:07
2024-12-17 03:51:13.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.175e-03, size: 608, ETA: 12:13:05
2024-12-17 03:51:15.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.175e-03, size: 576, ETA: 12:13:02
2024-12-17 03:51:17.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.175e-03, size: 736, ETA: 12:12:59
2024-12-17 03:51:19.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.175e-03, size: 576, ETA: 12:12:56
2024-12-17 03:51:21.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.175e-03, size: 704, ETA: 12:12:53
2024-12-17 03:51:23.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.175e-03, size: 704, ETA: 12:12:50
2024-12-17 03:51:25.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.175e-03, size: 704, ETA: 12:12:48
2024-12-17 03:51:27.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.175e-03, size: 640, ETA: 12:12:45
2024-12-17 03:51:29.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.175e-03, size: 608, ETA: 12:12:42
2024-12-17 03:51:31.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.174e-03, size: 736, ETA: 12:12:41
2024-12-17 03:51:34.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.174e-03, size: 608, ETA: 12:12:39
2024-12-17 03:51:36.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.174e-03, size: 576, ETA: 12:12:37
2024-12-17 03:51:39.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.174e-03, size: 704, ETA: 12:12:35
2024-12-17 03:51:41.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.174e-03, size: 704, ETA: 12:12:35
2024-12-17 03:51:44.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.174e-03, size: 608, ETA: 12:12:34
2024-12-17 03:51:47.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.174e-03, size: 640, ETA: 12:12:33
2024-12-17 03:51:49.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.174e-03, size: 640, ETA: 12:12:30
2024-12-17 03:51:51.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.174e-03, size: 640, ETA: 12:12:27
2024-12-17 03:51:53.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.173e-03, size: 608, ETA: 12:12:24
2024-12-17 03:51:55.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.173e-03, size: 736, ETA: 12:12:21
2024-12-17 03:51:57.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.173e-03, size: 608, ETA: 12:12:18
2024-12-17 03:51:59.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.173e-03, size: 640, ETA: 12:12:17
2024-12-17 03:52:01.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.007s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.173e-03, size: 672, ETA: 12:12:14
2024-12-17 03:52:03.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.173e-03, size: 544, ETA: 12:12:12
2024-12-17 03:52:05.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 28/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.173e-03, size: 576, ETA: 12:12:08
2024-12-17 03:52:06.426 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 03:52:06.844 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch29
2024-12-17 03:52:08.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.173e-03, size: 672, ETA: 12:12:05
2024-12-17 03:52:11.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.173e-03, size: 544, ETA: 12:12:03
2024-12-17 03:52:13.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.172e-03, size: 736, ETA: 12:12:01
2024-12-17 03:52:15.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.172e-03, size: 608, ETA: 12:11:58
2024-12-17 03:52:17.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.172e-03, size: 736, ETA: 12:11:56
2024-12-17 03:52:20.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.172e-03, size: 736, ETA: 12:11:55
2024-12-17 03:52:22.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.172e-03, size: 576, ETA: 12:11:54
2024-12-17 03:52:25.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.172e-03, size: 672, ETA: 12:11:52
2024-12-17 03:52:27.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.172e-03, size: 576, ETA: 12:11:51
2024-12-17 03:52:29.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.172e-03, size: 608, ETA: 12:11:48
2024-12-17 03:52:31.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.172e-03, size: 704, ETA: 12:11:45
2024-12-17 03:52:34.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.171e-03, size: 704, ETA: 12:11:43
2024-12-17 03:52:36.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.171e-03, size: 544, ETA: 12:11:40
2024-12-17 03:52:38.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.171e-03, size: 704, ETA: 12:11:37
2024-12-17 03:52:40.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.171e-03, size: 544, ETA: 12:11:35
2024-12-17 03:52:42.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.171e-03, size: 544, ETA: 12:11:33
2024-12-17 03:52:44.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.171e-03, size: 736, ETA: 12:11:31
2024-12-17 03:52:47.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.171e-03, size: 672, ETA: 12:11:30
2024-12-17 03:52:50.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.171e-03, size: 704, ETA: 12:11:29
2024-12-17 03:52:52.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.171e-03, size: 544, ETA: 12:11:28
2024-12-17 03:52:55.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.170e-03, size: 736, ETA: 12:11:27
2024-12-17 03:52:57.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.170e-03, size: 672, ETA: 12:11:25
2024-12-17 03:52:59.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.170e-03, size: 672, ETA: 12:11:22
2024-12-17 03:53:02.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.170e-03, size: 640, ETA: 12:11:20
2024-12-17 03:53:04.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.170e-03, size: 736, ETA: 12:11:17
2024-12-17 03:53:06.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.170e-03, size: 672, ETA: 12:11:15
2024-12-17 03:53:08.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.170e-03, size: 576, ETA: 12:11:12
2024-12-17 03:53:10.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.170e-03, size: 544, ETA: 12:11:09
2024-12-17 03:53:12.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.170e-03, size: 672, ETA: 12:11:07
2024-12-17 03:53:14.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.169e-03, size: 608, ETA: 12:11:05
2024-12-17 03:53:17.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.169e-03, size: 672, ETA: 12:11:04
2024-12-17 03:53:19.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.169e-03, size: 672, ETA: 12:11:01
2024-12-17 03:53:21.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.169e-03, size: 640, ETA: 12:10:58
2024-12-17 03:53:23.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.169e-03, size: 704, ETA: 12:10:55
2024-12-17 03:53:25.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.169e-03, size: 736, ETA: 12:10:53
2024-12-17 03:53:27.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.169e-03, size: 576, ETA: 12:10:50
2024-12-17 03:53:29.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.169e-03, size: 608, ETA: 12:10:47
2024-12-17 03:53:31.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.168e-03, size: 640, ETA: 12:10:45
2024-12-17 03:53:34.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.250s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.168e-03, size: 576, ETA: 12:10:44
2024-12-17 03:53:36.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.168e-03, size: 736, ETA: 12:10:43
2024-12-17 03:53:39.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.168e-03, size: 672, ETA: 12:10:43
2024-12-17 03:53:42.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.168e-03, size: 704, ETA: 12:10:41
2024-12-17 03:53:44.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.168e-03, size: 736, ETA: 12:10:38
2024-12-17 03:53:46.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.168e-03, size: 608, ETA: 12:10:35
2024-12-17 03:53:47.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.168e-03, size: 576, ETA: 12:10:32
2024-12-17 03:53:50.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.168e-03, size: 640, ETA: 12:10:29
2024-12-17 03:53:52.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.167e-03, size: 672, ETA: 12:10:27
2024-12-17 03:53:54.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.167e-03, size: 672, ETA: 12:10:24
2024-12-17 03:53:56.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.167e-03, size: 544, ETA: 12:10:22
2024-12-17 03:53:58.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.167e-03, size: 640, ETA: 12:10:21
2024-12-17 03:54:01.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.167e-03, size: 608, ETA: 12:10:20
2024-12-17 03:54:04.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.167e-03, size: 672, ETA: 12:10:19
2024-12-17 03:54:07.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.167e-03, size: 544, ETA: 12:10:19
2024-12-17 03:54:09.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.167e-03, size: 704, ETA: 12:10:15
2024-12-17 03:54:11.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.167e-03, size: 576, ETA: 12:10:13
2024-12-17 03:54:13.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.166e-03, size: 736, ETA: 12:10:09
2024-12-17 03:54:15.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.166e-03, size: 736, ETA: 12:10:07
2024-12-17 03:54:17.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.166e-03, size: 672, ETA: 12:10:04
2024-12-17 03:54:19.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.166e-03, size: 704, ETA: 12:10:02
2024-12-17 03:54:21.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.166e-03, size: 576, ETA: 12:10:00
2024-12-17 03:54:24.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.166e-03, size: 736, ETA: 12:09:59
2024-12-17 03:54:26.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.166e-03, size: 672, ETA: 12:09:58
2024-12-17 03:54:29.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.166e-03, size: 576, ETA: 12:09:57
2024-12-17 03:54:32.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.166e-03, size: 640, ETA: 12:09:56
2024-12-17 03:54:34.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.165e-03, size: 576, ETA: 12:09:53
2024-12-17 03:54:35.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.165e-03, size: 576, ETA: 12:09:50
2024-12-17 03:54:37.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.165e-03, size: 672, ETA: 12:09:47
2024-12-17 03:54:40.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.165e-03, size: 672, ETA: 12:09:44
2024-12-17 03:54:42.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.165e-03, size: 704, ETA: 12:09:42
2024-12-17 03:54:44.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.165e-03, size: 736, ETA: 12:09:39
2024-12-17 03:54:46.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.165e-03, size: 576, ETA: 12:09:38
2024-12-17 03:54:49.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.165e-03, size: 704, ETA: 12:09:36
2024-12-17 03:54:52.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.165e-03, size: 704, ETA: 12:09:36
2024-12-17 03:54:55.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.164e-03, size: 640, ETA: 12:09:36
2024-12-17 03:54:57.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.164e-03, size: 608, ETA: 12:09:35
2024-12-17 03:54:59.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.164e-03, size: 544, ETA: 12:09:32
2024-12-17 03:55:01.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.164e-03, size: 576, ETA: 12:09:28
2024-12-17 03:55:03.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.164e-03, size: 736, ETA: 12:09:25
2024-12-17 03:55:05.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.164e-03, size: 640, ETA: 12:09:23
2024-12-17 03:55:07.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.164e-03, size: 576, ETA: 12:09:20
2024-12-17 03:55:09.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.164e-03, size: 544, ETA: 12:09:17
2024-12-17 03:55:11.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.164e-03, size: 608, ETA: 12:09:15
2024-12-17 03:55:14.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.163e-03, size: 608, ETA: 12:09:13
2024-12-17 03:55:16.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.163e-03, size: 576, ETA: 12:09:12
2024-12-17 03:55:19.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.163e-03, size: 544, ETA: 12:09:11
2024-12-17 03:55:21.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.163e-03, size: 704, ETA: 12:09:09
2024-12-17 03:55:23.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.163e-03, size: 576, ETA: 12:09:06
2024-12-17 03:55:25.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.163e-03, size: 672, ETA: 12:09:03
2024-12-17 03:55:27.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.163e-03, size: 736, ETA: 12:09:01
2024-12-17 03:55:29.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.163e-03, size: 608, ETA: 12:08:58
2024-12-17 03:55:31.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.163e-03, size: 640, ETA: 12:08:55
2024-12-17 03:55:33.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.162e-03, size: 640, ETA: 12:08:52
2024-12-17 03:55:36.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.162e-03, size: 640, ETA: 12:08:51
2024-12-17 03:55:38.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.162e-03, size: 544, ETA: 12:08:49
2024-12-17 03:55:40.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.162e-03, size: 544, ETA: 12:08:47
2024-12-17 03:55:43.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.162e-03, size: 704, ETA: 12:08:47
2024-12-17 03:55:46.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.162e-03, size: 608, ETA: 12:08:46
2024-12-17 03:55:48.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.162e-03, size: 544, ETA: 12:08:43
2024-12-17 03:55:50.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.162e-03, size: 704, ETA: 12:08:40
2024-12-17 03:55:52.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.162e-03, size: 672, ETA: 12:08:37
2024-12-17 03:55:54.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.161e-03, size: 704, ETA: 12:08:34
2024-12-17 03:55:56.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.161e-03, size: 736, ETA: 12:08:32
2024-12-17 03:55:58.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.161e-03, size: 608, ETA: 12:08:29
2024-12-17 03:56:00.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.161e-03, size: 736, ETA: 12:08:27
2024-12-17 03:56:03.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.161e-03, size: 704, ETA: 12:08:26
2024-12-17 03:56:05.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.161e-03, size: 608, ETA: 12:08:24
2024-12-17 03:56:08.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.161e-03, size: 672, ETA: 12:08:23
2024-12-17 03:56:11.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.161e-03, size: 672, ETA: 12:08:22
2024-12-17 03:56:13.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.160e-03, size: 672, ETA: 12:08:20
2024-12-17 03:56:15.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.160e-03, size: 576, ETA: 12:08:17
2024-12-17 03:56:17.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.160e-03, size: 640, ETA: 12:08:14
2024-12-17 03:56:19.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.160e-03, size: 704, ETA: 12:08:12
2024-12-17 03:56:21.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.160e-03, size: 640, ETA: 12:08:09
2024-12-17 03:56:23.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.160e-03, size: 608, ETA: 12:08:07
2024-12-17 03:56:25.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.160e-03, size: 672, ETA: 12:08:05
2024-12-17 03:56:28.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.160e-03, size: 704, ETA: 12:08:03
2024-12-17 03:56:30.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.160e-03, size: 736, ETA: 12:08:02
2024-12-17 03:56:33.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.159e-03, size: 544, ETA: 12:08:01
2024-12-17 03:56:36.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.159e-03, size: 672, ETA: 12:08:00
2024-12-17 03:56:38.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.159e-03, size: 608, ETA: 12:07:57
2024-12-17 03:56:40.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.159e-03, size: 640, ETA: 12:07:55
2024-12-17 03:56:42.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.159e-03, size: 576, ETA: 12:07:52
2024-12-17 03:56:44.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.159e-03, size: 672, ETA: 12:07:49
2024-12-17 03:56:46.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.159e-03, size: 640, ETA: 12:07:47
2024-12-17 03:56:48.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.159e-03, size: 608, ETA: 12:07:44
2024-12-17 03:56:50.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.159e-03, size: 736, ETA: 12:07:41
2024-12-17 03:56:53.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.158e-03, size: 736, ETA: 12:07:40
2024-12-17 03:56:55.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.158e-03, size: 608, ETA: 12:07:39
2024-12-17 03:56:58.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.158e-03, size: 640, ETA: 12:07:38
2024-12-17 03:57:00.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.158e-03, size: 736, ETA: 12:07:36
2024-12-17 03:57:03.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.158e-03, size: 640, ETA: 12:07:35
2024-12-17 03:57:05.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.158e-03, size: 672, ETA: 12:07:32
2024-12-17 03:57:07.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.158e-03, size: 544, ETA: 12:07:29
2024-12-17 03:57:09.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.158e-03, size: 672, ETA: 12:07:26
2024-12-17 03:57:11.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.158e-03, size: 576, ETA: 12:07:24
2024-12-17 03:57:13.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.157e-03, size: 640, ETA: 12:07:21
2024-12-17 03:57:15.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.157e-03, size: 576, ETA: 12:07:18
2024-12-17 03:57:17.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.157e-03, size: 576, ETA: 12:07:17
2024-12-17 03:57:20.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.157e-03, size: 544, ETA: 12:07:15
2024-12-17 03:57:22.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.157e-03, size: 672, ETA: 12:07:12
2024-12-17 03:57:24.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.157e-03, size: 704, ETA: 12:07:09
2024-12-17 03:57:26.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.157e-03, size: 608, ETA: 12:07:07
2024-12-17 03:57:28.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.157e-03, size: 576, ETA: 12:07:04
2024-12-17 03:57:30.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.157e-03, size: 576, ETA: 12:07:01
2024-12-17 03:57:32.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.156e-03, size: 576, ETA: 12:06:59
2024-12-17 03:57:34.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.156e-03, size: 576, ETA: 12:06:57
2024-12-17 03:57:37.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.156e-03, size: 608, ETA: 12:06:55
2024-12-17 03:57:39.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.156e-03, size: 672, ETA: 12:06:53
2024-12-17 03:57:42.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.156e-03, size: 704, ETA: 12:06:52
2024-12-17 03:57:44.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.156e-03, size: 736, ETA: 12:06:50
2024-12-17 03:57:47.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.156e-03, size: 544, ETA: 12:06:49
2024-12-17 03:57:49.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.156e-03, size: 704, ETA: 12:06:47
2024-12-17 03:57:52.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.155e-03, size: 576, ETA: 12:06:46
2024-12-17 03:57:54.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.155e-03, size: 640, ETA: 12:06:44
2024-12-17 03:57:57.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.155e-03, size: 736, ETA: 12:06:44
2024-12-17 03:58:00.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.322s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.155e-03, size: 608, ETA: 12:06:45
2024-12-17 03:58:02.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.155e-03, size: 704, ETA: 12:06:42
2024-12-17 03:58:04.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.155e-03, size: 544, ETA: 12:06:40
2024-12-17 03:58:06.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.155e-03, size: 640, ETA: 12:06:37
2024-12-17 03:58:08.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.155e-03, size: 704, ETA: 12:06:34
2024-12-17 03:58:11.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.155e-03, size: 640, ETA: 12:06:32
2024-12-17 03:58:13.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.154e-03, size: 640, ETA: 12:06:29
2024-12-17 03:58:15.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.154e-03, size: 576, ETA: 12:06:27
2024-12-17 03:58:17.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.154e-03, size: 672, ETA: 12:06:25
2024-12-17 03:58:19.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.154e-03, size: 576, ETA: 12:06:23
2024-12-17 03:58:22.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.154e-03, size: 704, ETA: 12:06:23
2024-12-17 03:58:25.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.154e-03, size: 736, ETA: 12:06:22
2024-12-17 03:58:27.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.154e-03, size: 640, ETA: 12:06:20
2024-12-17 03:58:29.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.154e-03, size: 544, ETA: 12:06:17
2024-12-17 03:58:31.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.154e-03, size: 576, ETA: 12:06:13
2024-12-17 03:58:33.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.153e-03, size: 544, ETA: 12:06:10
2024-12-17 03:58:35.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.153e-03, size: 576, ETA: 12:06:07
2024-12-17 03:58:37.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.153e-03, size: 672, ETA: 12:06:04
2024-12-17 03:58:39.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.153e-03, size: 672, ETA: 12:06:02
2024-12-17 03:58:41.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.153e-03, size: 576, ETA: 12:06:00
2024-12-17 03:58:43.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.153e-03, size: 576, ETA: 12:05:57
2024-12-17 03:58:46.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.153e-03, size: 704, ETA: 12:05:56
2024-12-17 03:58:48.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.153e-03, size: 672, ETA: 12:05:54
2024-12-17 03:58:51.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.153e-03, size: 544, ETA: 12:05:53
2024-12-17 03:58:53.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.152e-03, size: 672, ETA: 12:05:51
2024-12-17 03:58:55.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.152e-03, size: 576, ETA: 12:05:49
2024-12-17 03:58:57.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.152e-03, size: 544, ETA: 12:05:45
2024-12-17 03:58:59.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.152e-03, size: 576, ETA: 12:05:42
2024-12-17 03:59:01.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.152e-03, size: 608, ETA: 12:05:39
2024-12-17 03:59:03.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.176s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.152e-03, size: 576, ETA: 12:05:35
2024-12-17 03:59:04.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.152e-03, size: 672, ETA: 12:05:32
2024-12-17 03:59:07.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.152e-03, size: 640, ETA: 12:05:30
2024-12-17 03:59:09.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.151e-03, size: 672, ETA: 12:05:28
2024-12-17 03:59:11.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.151e-03, size: 672, ETA: 12:05:26
2024-12-17 03:59:14.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.268s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.151e-03, size: 704, ETA: 12:05:25
2024-12-17 03:59:17.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.151e-03, size: 544, ETA: 12:05:24
2024-12-17 03:59:19.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.151e-03, size: 704, ETA: 12:05:22
2024-12-17 03:59:21.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.151e-03, size: 704, ETA: 12:05:19
2024-12-17 03:59:23.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.151e-03, size: 704, ETA: 12:05:17
2024-12-17 03:59:25.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.151e-03, size: 736, ETA: 12:05:14
2024-12-17 03:59:27.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.151e-03, size: 608, ETA: 12:05:12
2024-12-17 03:59:29.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.150e-03, size: 544, ETA: 12:05:08
2024-12-17 03:59:31.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.150e-03, size: 576, ETA: 12:05:06
2024-12-17 03:59:33.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.150e-03, size: 640, ETA: 12:05:04
2024-12-17 03:59:36.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.150e-03, size: 672, ETA: 12:05:02
2024-12-17 03:59:39.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.150e-03, size: 640, ETA: 12:05:02
2024-12-17 03:59:41.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.150e-03, size: 736, ETA: 12:05:01
2024-12-17 03:59:44.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.150e-03, size: 640, ETA: 12:04:59
2024-12-17 03:59:46.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.150e-03, size: 576, ETA: 12:04:56
2024-12-17 03:59:47.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.150e-03, size: 576, ETA: 12:04:52
2024-12-17 03:59:49.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.149e-03, size: 736, ETA: 12:04:49
2024-12-17 03:59:51.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.149e-03, size: 640, ETA: 12:04:46
2024-12-17 03:59:53.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.149e-03, size: 672, ETA: 12:04:44
2024-12-17 03:59:55.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.149e-03, size: 576, ETA: 12:04:41
2024-12-17 03:59:58.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.149e-03, size: 736, ETA: 12:04:38
2024-12-17 04:00:00.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.149e-03, size: 672, ETA: 12:04:36
2024-12-17 04:00:02.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.149e-03, size: 736, ETA: 12:04:34
2024-12-17 04:00:04.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.149e-03, size: 736, ETA: 12:04:32
2024-12-17 04:00:07.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.148e-03, size: 576, ETA: 12:04:31
2024-12-17 04:00:09.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.148e-03, size: 672, ETA: 12:04:29
2024-12-17 04:00:12.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.148e-03, size: 704, ETA: 12:04:28
2024-12-17 04:00:15.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.148e-03, size: 672, ETA: 12:04:28
2024-12-17 04:00:17.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.148e-03, size: 608, ETA: 12:04:25
2024-12-17 04:00:19.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.148e-03, size: 576, ETA: 12:04:23
2024-12-17 04:00:21.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.148e-03, size: 704, ETA: 12:04:20
2024-12-17 04:00:23.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.148e-03, size: 704, ETA: 12:04:17
2024-12-17 04:00:25.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.148e-03, size: 608, ETA: 12:04:15
2024-12-17 04:00:27.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.147e-03, size: 640, ETA: 12:04:12
2024-12-17 04:00:29.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.147e-03, size: 672, ETA: 12:04:10
2024-12-17 04:00:32.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.147e-03, size: 672, ETA: 12:04:08
2024-12-17 04:00:34.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.147e-03, size: 544, ETA: 12:04:06
2024-12-17 04:00:37.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.147e-03, size: 576, ETA: 12:04:06
2024-12-17 04:00:39.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.147e-03, size: 640, ETA: 12:04:04
2024-12-17 04:00:42.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.147e-03, size: 640, ETA: 12:04:02
2024-12-17 04:00:44.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.147e-03, size: 576, ETA: 12:03:59
2024-12-17 04:00:46.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.147e-03, size: 544, ETA: 12:03:56
2024-12-17 04:00:48.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.146e-03, size: 544, ETA: 12:03:53
2024-12-17 04:00:49.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.146e-03, size: 576, ETA: 12:03:50
2024-12-17 04:00:51.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.146e-03, size: 672, ETA: 12:03:47
2024-12-17 04:00:54.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.146e-03, size: 736, ETA: 12:03:45
2024-12-17 04:00:56.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.146e-03, size: 672, ETA: 12:03:44
2024-12-17 04:00:59.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.146e-03, size: 704, ETA: 12:03:42
2024-12-17 04:01:01.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.146e-03, size: 640, ETA: 12:03:42
2024-12-17 04:01:04.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.146e-03, size: 736, ETA: 12:03:41
2024-12-17 04:01:07.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.006s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.145e-03, size: 576, ETA: 12:03:40
2024-12-17 04:01:09.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.145e-03, size: 672, ETA: 12:03:37
2024-12-17 04:01:11.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 29/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.145e-03, size: 544, ETA: 12:03:34
2024-12-17 04:01:11.963 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 04:01:12.391 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch30
2024-12-17 04:01:14.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.145e-03, size: 576, ETA: 12:03:29
2024-12-17 04:01:16.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.145e-03, size: 640, ETA: 12:03:27
2024-12-17 04:01:19.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.145e-03, size: 672, ETA: 12:03:26
2024-12-17 04:01:21.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.145e-03, size: 672, ETA: 12:03:25
2024-12-17 04:01:23.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.145e-03, size: 544, ETA: 12:03:22
2024-12-17 04:01:25.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.145e-03, size: 736, ETA: 12:03:19
2024-12-17 04:01:27.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.144e-03, size: 672, ETA: 12:03:16
2024-12-17 04:01:29.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.144e-03, size: 672, ETA: 12:03:14
2024-12-17 04:01:31.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.144e-03, size: 736, ETA: 12:03:11
2024-12-17 04:01:33.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.144e-03, size: 544, ETA: 12:03:08
2024-12-17 04:01:35.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.144e-03, size: 544, ETA: 12:03:06
2024-12-17 04:01:38.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.144e-03, size: 640, ETA: 12:03:04
2024-12-17 04:01:40.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.144e-03, size: 704, ETA: 12:03:03
2024-12-17 04:01:43.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.144e-03, size: 576, ETA: 12:03:01
2024-12-17 04:01:45.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.143e-03, size: 672, ETA: 12:02:59
2024-12-17 04:01:47.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.143e-03, size: 672, ETA: 12:02:56
2024-12-17 04:01:49.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.143e-03, size: 736, ETA: 12:02:53
2024-12-17 04:01:51.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.143e-03, size: 544, ETA: 12:02:50
2024-12-17 04:01:53.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.143e-03, size: 736, ETA: 12:02:47
2024-12-17 04:01:55.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.143e-03, size: 704, ETA: 12:02:45
2024-12-17 04:01:57.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.143e-03, size: 704, ETA: 12:02:42
2024-12-17 04:01:59.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.143e-03, size: 640, ETA: 12:02:40
2024-12-17 04:02:02.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.143e-03, size: 672, ETA: 12:02:38
2024-12-17 04:02:04.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.142e-03, size: 640, ETA: 12:02:37
2024-12-17 04:02:07.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.142e-03, size: 608, ETA: 12:02:36
2024-12-17 04:02:09.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.142e-03, size: 736, ETA: 12:02:34
2024-12-17 04:02:11.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.142e-03, size: 544, ETA: 12:02:31
2024-12-17 04:02:13.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.142e-03, size: 704, ETA: 12:02:29
2024-12-17 04:02:15.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.142e-03, size: 672, ETA: 12:02:26
2024-12-17 04:02:17.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.142e-03, size: 640, ETA: 12:02:23
2024-12-17 04:02:19.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.142e-03, size: 576, ETA: 12:02:20
2024-12-17 04:02:21.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.142e-03, size: 736, ETA: 12:02:17
2024-12-17 04:02:24.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.141e-03, size: 640, ETA: 12:02:15
2024-12-17 04:02:26.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.141e-03, size: 736, ETA: 12:02:14
2024-12-17 04:02:29.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.4, lr: 2.141e-03, size: 736, ETA: 12:02:13
2024-12-17 04:02:32.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.141e-03, size: 640, ETA: 12:02:13
2024-12-17 04:02:34.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.141e-03, size: 608, ETA: 12:02:11
2024-12-17 04:02:36.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.141e-03, size: 672, ETA: 12:02:09
2024-12-17 04:02:39.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.141e-03, size: 736, ETA: 12:02:07
2024-12-17 04:02:41.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.141e-03, size: 704, ETA: 12:02:05
2024-12-17 04:02:43.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.140e-03, size: 736, ETA: 12:02:03
2024-12-17 04:02:45.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.140e-03, size: 736, ETA: 12:02:01
2024-12-17 04:02:48.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.140e-03, size: 704, ETA: 12:01:59
2024-12-17 04:02:50.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.140e-03, size: 672, ETA: 12:01:57
2024-12-17 04:02:53.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.140e-03, size: 544, ETA: 12:01:56
2024-12-17 04:02:55.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.140e-03, size: 640, ETA: 12:01:55
2024-12-17 04:02:58.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.140e-03, size: 576, ETA: 12:01:53
2024-12-17 04:03:00.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.140e-03, size: 608, ETA: 12:01:52
2024-12-17 04:03:03.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.140e-03, size: 640, ETA: 12:01:52
2024-12-17 04:03:06.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.139e-03, size: 736, ETA: 12:01:50
2024-12-17 04:03:08.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.139e-03, size: 576, ETA: 12:01:47
2024-12-17 04:03:10.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.139e-03, size: 736, ETA: 12:01:44
2024-12-17 04:03:12.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.139e-03, size: 544, ETA: 12:01:42
2024-12-17 04:03:14.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.139e-03, size: 608, ETA: 12:01:40
2024-12-17 04:03:16.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.139e-03, size: 672, ETA: 12:01:38
2024-12-17 04:03:19.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.139e-03, size: 672, ETA: 12:01:36
2024-12-17 04:03:21.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.139e-03, size: 640, ETA: 12:01:34
2024-12-17 04:03:24.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.138e-03, size: 608, ETA: 12:01:33
2024-12-17 04:03:26.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.138e-03, size: 576, ETA: 12:01:31
2024-12-17 04:03:29.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.138e-03, size: 544, ETA: 12:01:30
2024-12-17 04:03:31.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.138e-03, size: 704, ETA: 12:01:28
2024-12-17 04:03:33.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.138e-03, size: 704, ETA: 12:01:25
2024-12-17 04:03:35.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.138e-03, size: 736, ETA: 12:01:23
2024-12-17 04:03:37.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.138e-03, size: 544, ETA: 12:01:19
2024-12-17 04:03:39.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.138e-03, size: 672, ETA: 12:01:17
2024-12-17 04:03:41.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.138e-03, size: 672, ETA: 12:01:15
2024-12-17 04:03:43.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.137e-03, size: 544, ETA: 12:01:13
2024-12-17 04:03:46.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.137e-03, size: 672, ETA: 12:01:11
2024-12-17 04:03:48.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.137e-03, size: 544, ETA: 12:01:08
2024-12-17 04:03:50.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.137e-03, size: 640, ETA: 12:01:05
2024-12-17 04:03:52.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.137e-03, size: 704, ETA: 12:01:02
2024-12-17 04:03:54.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.137e-03, size: 576, ETA: 12:01:00
2024-12-17 04:03:56.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.137e-03, size: 704, ETA: 12:00:57
2024-12-17 04:03:58.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.137e-03, size: 736, ETA: 12:00:54
2024-12-17 04:04:01.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.137e-03, size: 608, ETA: 12:00:53
2024-12-17 04:04:03.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.136e-03, size: 640, ETA: 12:00:50
2024-12-17 04:04:05.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.136e-03, size: 608, ETA: 12:00:48
2024-12-17 04:04:07.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.136e-03, size: 544, ETA: 12:00:47
2024-12-17 04:04:10.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.136e-03, size: 576, ETA: 12:00:47
2024-12-17 04:04:12.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.136e-03, size: 640, ETA: 12:00:44
2024-12-17 04:04:14.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.136e-03, size: 704, ETA: 12:00:41
2024-12-17 04:04:17.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.136e-03, size: 672, ETA: 12:00:39
2024-12-17 04:04:18.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.136e-03, size: 608, ETA: 12:00:35
2024-12-17 04:04:20.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.135e-03, size: 608, ETA: 12:00:33
2024-12-17 04:04:22.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.135e-03, size: 736, ETA: 12:00:30
2024-12-17 04:04:25.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.135e-03, size: 672, ETA: 12:00:29
2024-12-17 04:04:28.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.135e-03, size: 640, ETA: 12:00:27
2024-12-17 04:04:30.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.135e-03, size: 672, ETA: 12:00:26
2024-12-17 04:04:33.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.135e-03, size: 608, ETA: 12:00:25
2024-12-17 04:04:36.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.135e-03, size: 672, ETA: 12:00:24
2024-12-17 04:04:38.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.135e-03, size: 608, ETA: 12:00:22
2024-12-17 04:04:40.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.135e-03, size: 704, ETA: 12:00:20
2024-12-17 04:04:42.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.134e-03, size: 640, ETA: 12:00:17
2024-12-17 04:04:44.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.134e-03, size: 736, ETA: 12:00:14
2024-12-17 04:04:46.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.134e-03, size: 576, ETA: 12:00:11
2024-12-17 04:04:48.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.134e-03, size: 640, ETA: 12:00:08
2024-12-17 04:04:50.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.134e-03, size: 672, ETA: 12:00:06
2024-12-17 04:04:53.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.134e-03, size: 736, ETA: 12:00:05
2024-12-17 04:04:55.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.134e-03, size: 672, ETA: 12:00:03
2024-12-17 04:04:58.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.134e-03, size: 640, ETA: 12:00:02
2024-12-17 04:05:00.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.133e-03, size: 576, ETA: 12:00:01
2024-12-17 04:05:03.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.133e-03, size: 608, ETA: 11:59:59
2024-12-17 04:05:04.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.133e-03, size: 672, ETA: 11:59:56
2024-12-17 04:05:06.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.133e-03, size: 672, ETA: 11:59:53
2024-12-17 04:05:08.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.133e-03, size: 640, ETA: 11:59:50
2024-12-17 04:05:10.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.133e-03, size: 608, ETA: 11:59:47
2024-12-17 04:05:12.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.133e-03, size: 608, ETA: 11:59:44
2024-12-17 04:05:15.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.133e-03, size: 672, ETA: 11:59:42
2024-12-17 04:05:17.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.133e-03, size: 608, ETA: 11:59:40
2024-12-17 04:05:19.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.132e-03, size: 736, ETA: 11:59:39
2024-12-17 04:05:22.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.132e-03, size: 704, ETA: 11:59:38
2024-12-17 04:05:25.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.132e-03, size: 640, ETA: 11:59:36
2024-12-17 04:05:27.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.132e-03, size: 704, ETA: 11:59:35
2024-12-17 04:05:29.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.132e-03, size: 576, ETA: 11:59:32
2024-12-17 04:05:31.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.132e-03, size: 736, ETA: 11:59:30
2024-12-17 04:05:33.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.132e-03, size: 736, ETA: 11:59:27
2024-12-17 04:05:36.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.132e-03, size: 704, ETA: 11:59:25
2024-12-17 04:05:38.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.131e-03, size: 544, ETA: 11:59:22
2024-12-17 04:05:40.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.131e-03, size: 704, ETA: 11:59:20
2024-12-17 04:05:42.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.131e-03, size: 576, ETA: 11:59:18
2024-12-17 04:05:45.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.131e-03, size: 640, ETA: 11:59:17
2024-12-17 04:05:47.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.131e-03, size: 736, ETA: 11:59:16
2024-12-17 04:05:50.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.131e-03, size: 704, ETA: 11:59:15
2024-12-17 04:05:52.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.131e-03, size: 576, ETA: 11:59:13
2024-12-17 04:05:54.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.131e-03, size: 544, ETA: 11:59:10
2024-12-17 04:05:56.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.131e-03, size: 576, ETA: 11:59:07
2024-12-17 04:05:58.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.130e-03, size: 672, ETA: 11:59:04
2024-12-17 04:06:00.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.130e-03, size: 640, ETA: 11:59:02
2024-12-17 04:06:02.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.130e-03, size: 736, ETA: 11:58:59
2024-12-17 04:06:05.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.130e-03, size: 608, ETA: 11:58:56
2024-12-17 04:06:07.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.130e-03, size: 736, ETA: 11:58:55
2024-12-17 04:06:09.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.130e-03, size: 672, ETA: 11:58:53
2024-12-17 04:06:12.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.130e-03, size: 672, ETA: 11:58:52
2024-12-17 04:06:14.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.130e-03, size: 704, ETA: 11:58:50
2024-12-17 04:06:16.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.129e-03, size: 704, ETA: 11:58:47
2024-12-17 04:06:18.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.129e-03, size: 704, ETA: 11:58:44
2024-12-17 04:06:20.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.129e-03, size: 544, ETA: 11:58:42
2024-12-17 04:06:23.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.129e-03, size: 576, ETA: 11:58:40
2024-12-17 04:06:25.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.129e-03, size: 640, ETA: 11:58:39
2024-12-17 04:06:28.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.129e-03, size: 704, ETA: 11:58:37
2024-12-17 04:06:30.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.129e-03, size: 544, ETA: 11:58:34
2024-12-17 04:06:32.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.129e-03, size: 736, ETA: 11:58:31
2024-12-17 04:06:33.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.129e-03, size: 544, ETA: 11:58:28
2024-12-17 04:06:35.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.128e-03, size: 736, ETA: 11:58:25
2024-12-17 04:06:37.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.128e-03, size: 576, ETA: 11:58:22
2024-12-17 04:06:40.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.128e-03, size: 640, ETA: 11:58:20
2024-12-17 04:06:42.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.128e-03, size: 672, ETA: 11:58:17
2024-12-17 04:06:44.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.128e-03, size: 640, ETA: 11:58:16
2024-12-17 04:06:46.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.128e-03, size: 544, ETA: 11:58:14
2024-12-17 04:06:49.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.128e-03, size: 544, ETA: 11:58:12
2024-12-17 04:06:51.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.128e-03, size: 608, ETA: 11:58:10
2024-12-17 04:06:53.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.127e-03, size: 576, ETA: 11:58:08
2024-12-17 04:06:55.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.127e-03, size: 608, ETA: 11:58:05
2024-12-17 04:06:57.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.127e-03, size: 544, ETA: 11:58:02
2024-12-17 04:06:59.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.127e-03, size: 672, ETA: 11:57:59
2024-12-17 04:07:01.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.127e-03, size: 544, ETA: 11:57:57
2024-12-17 04:07:03.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.127e-03, size: 704, ETA: 11:57:54
2024-12-17 04:07:06.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.127e-03, size: 640, ETA: 11:57:52
2024-12-17 04:07:08.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.127e-03, size: 640, ETA: 11:57:50
2024-12-17 04:07:10.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.127e-03, size: 672, ETA: 11:57:48
2024-12-17 04:07:13.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.126e-03, size: 704, ETA: 11:57:47
2024-12-17 04:07:16.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.126e-03, size: 672, ETA: 11:57:47
2024-12-17 04:07:18.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.126e-03, size: 608, ETA: 11:57:45
2024-12-17 04:07:20.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.126e-03, size: 704, ETA: 11:57:42
2024-12-17 04:07:22.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.126e-03, size: 672, ETA: 11:57:39
2024-12-17 04:07:24.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.126e-03, size: 544, ETA: 11:57:37
2024-12-17 04:07:27.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.126e-03, size: 736, ETA: 11:57:34
2024-12-17 04:07:29.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.126e-03, size: 736, ETA: 11:57:33
2024-12-17 04:07:31.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.125e-03, size: 576, ETA: 11:57:31
2024-12-17 04:07:34.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.125e-03, size: 704, ETA: 11:57:29
2024-12-17 04:07:36.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.125e-03, size: 640, ETA: 11:57:27
2024-12-17 04:07:39.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.262s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.125e-03, size: 640, ETA: 11:57:26
2024-12-17 04:07:42.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.125e-03, size: 544, ETA: 11:57:26
2024-12-17 04:07:44.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.125e-03, size: 576, ETA: 11:57:24
2024-12-17 04:07:46.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.125e-03, size: 736, ETA: 11:57:22
2024-12-17 04:07:48.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.125e-03, size: 704, ETA: 11:57:19
2024-12-17 04:07:50.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.125e-03, size: 736, ETA: 11:57:17
2024-12-17 04:07:53.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.124e-03, size: 672, ETA: 11:57:15
2024-12-17 04:07:55.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.124e-03, size: 608, ETA: 11:57:13
2024-12-17 04:07:57.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.124e-03, size: 576, ETA: 11:57:11
2024-12-17 04:08:00.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.124e-03, size: 544, ETA: 11:57:10
2024-12-17 04:08:03.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.124e-03, size: 736, ETA: 11:57:09
2024-12-17 04:08:05.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.124e-03, size: 672, ETA: 11:57:07
2024-12-17 04:08:07.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.124e-03, size: 672, ETA: 11:57:04
2024-12-17 04:08:09.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.124e-03, size: 672, ETA: 11:57:02
2024-12-17 04:08:12.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.123e-03, size: 704, ETA: 11:57:00
2024-12-17 04:08:14.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.123e-03, size: 576, ETA: 11:56:58
2024-12-17 04:08:17.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.123e-03, size: 672, ETA: 11:56:58
2024-12-17 04:08:20.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.123e-03, size: 576, ETA: 11:56:57
2024-12-17 04:08:22.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.123e-03, size: 704, ETA: 11:56:55
2024-12-17 04:08:24.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.123e-03, size: 544, ETA: 11:56:52
2024-12-17 04:08:26.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.123e-03, size: 608, ETA: 11:56:50
2024-12-17 04:08:28.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.123e-03, size: 576, ETA: 11:56:47
2024-12-17 04:08:30.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.123e-03, size: 704, ETA: 11:56:45
2024-12-17 04:08:32.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.122e-03, size: 544, ETA: 11:56:42
2024-12-17 04:08:35.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.122e-03, size: 576, ETA: 11:56:40
2024-12-17 04:08:37.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.122e-03, size: 544, ETA: 11:56:38
2024-12-17 04:08:39.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.122e-03, size: 608, ETA: 11:56:36
2024-12-17 04:08:41.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.122e-03, size: 736, ETA: 11:56:33
2024-12-17 04:08:43.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.122e-03, size: 640, ETA: 11:56:31
2024-12-17 04:08:45.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.122e-03, size: 608, ETA: 11:56:28
2024-12-17 04:08:48.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.122e-03, size: 704, ETA: 11:56:26
2024-12-17 04:08:50.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.121e-03, size: 640, ETA: 11:56:23
2024-12-17 04:08:52.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.121e-03, size: 640, ETA: 11:56:21
2024-12-17 04:08:54.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.121e-03, size: 672, ETA: 11:56:18
2024-12-17 04:08:56.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.121e-03, size: 576, ETA: 11:56:16
2024-12-17 04:08:58.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.121e-03, size: 672, ETA: 11:56:13
2024-12-17 04:09:00.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.121e-03, size: 544, ETA: 11:56:10
2024-12-17 04:09:03.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.121e-03, size: 704, ETA: 11:56:09
2024-12-17 04:09:05.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.121e-03, size: 704, ETA: 11:56:08
2024-12-17 04:09:08.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.121e-03, size: 544, ETA: 11:56:06
2024-12-17 04:09:10.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.120e-03, size: 544, ETA: 11:56:04
2024-12-17 04:09:12.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.120e-03, size: 672, ETA: 11:56:02
2024-12-17 04:09:14.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.120e-03, size: 608, ETA: 11:55:59
2024-12-17 04:09:16.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.120e-03, size: 704, ETA: 11:55:56
2024-12-17 04:09:18.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.120e-03, size: 736, ETA: 11:55:54
2024-12-17 04:09:20.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.120e-03, size: 672, ETA: 11:55:51
2024-12-17 04:09:22.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.120e-03, size: 672, ETA: 11:55:48
2024-12-17 04:09:24.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.120e-03, size: 608, ETA: 11:55:45
2024-12-17 04:09:26.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.119e-03, size: 608, ETA: 11:55:42
2024-12-17 04:09:29.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.119e-03, size: 736, ETA: 11:55:41
2024-12-17 04:09:31.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.119e-03, size: 608, ETA: 11:55:39
2024-12-17 04:09:33.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.119e-03, size: 576, ETA: 11:55:37
2024-12-17 04:09:36.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.119e-03, size: 672, ETA: 11:55:36
2024-12-17 04:09:38.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.119e-03, size: 576, ETA: 11:55:34
2024-12-17 04:09:40.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.119e-03, size: 640, ETA: 11:55:32
2024-12-17 04:09:43.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.119e-03, size: 640, ETA: 11:55:29
2024-12-17 04:09:45.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.118e-03, size: 672, ETA: 11:55:27
2024-12-17 04:09:47.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.118e-03, size: 544, ETA: 11:55:24
2024-12-17 04:09:49.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.118e-03, size: 608, ETA: 11:55:21
2024-12-17 04:09:51.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.118e-03, size: 576, ETA: 11:55:18
2024-12-17 04:09:53.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.118e-03, size: 640, ETA: 11:55:16
2024-12-17 04:09:55.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.118e-03, size: 672, ETA: 11:55:14
2024-12-17 04:09:57.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.118e-03, size: 544, ETA: 11:55:12
2024-12-17 04:10:00.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.277s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.118e-03, size: 672, ETA: 11:55:11
2024-12-17 04:10:03.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.118e-03, size: 544, ETA: 11:55:10
2024-12-17 04:10:05.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.117e-03, size: 672, ETA: 11:55:08
2024-12-17 04:10:07.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.117e-03, size: 608, ETA: 11:55:05
2024-12-17 04:10:09.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.117e-03, size: 608, ETA: 11:55:02
2024-12-17 04:10:11.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.019s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.117e-03, size: 544, ETA: 11:55:00
2024-12-17 04:10:13.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.117e-03, size: 736, ETA: 11:54:57
2024-12-17 04:10:15.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 30/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.117e-03, size: 672, ETA: 11:54:55
2024-12-17 04:10:16.689 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 04:11:11.643 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 04:11:11.813 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 04:11:11.864 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.05s)
2024-12-17 04:11:11.865 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 04:11:11.875 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 04:11:12.594 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.21 ms, Average inference time: 3.16 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.919
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.985
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.953
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.023
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.697
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.935
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.874
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.938
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.938
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.475
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.800
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.951
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 91.920 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 93.768 |

2024-12-17 04:11:12.595 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 04:11:13.745 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch31
2024-12-17 04:11:16.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.117e-03, size: 608, ETA: 11:54:52
2024-12-17 04:11:18.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.117e-03, size: 672, ETA: 11:54:51
2024-12-17 04:11:21.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.116e-03, size: 736, ETA: 11:54:50
2024-12-17 04:11:23.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.116e-03, size: 736, ETA: 11:54:48
2024-12-17 04:11:25.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.116e-03, size: 672, ETA: 11:54:45
2024-12-17 04:11:27.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.116e-03, size: 608, ETA: 11:54:42
2024-12-17 04:11:29.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.116e-03, size: 704, ETA: 11:54:40
2024-12-17 04:11:31.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.116e-03, size: 640, ETA: 11:54:37
2024-12-17 04:11:34.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.116e-03, size: 640, ETA: 11:54:35
2024-12-17 04:11:36.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.116e-03, size: 672, ETA: 11:54:32
2024-12-17 04:11:38.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.115e-03, size: 640, ETA: 11:54:30
2024-12-17 04:11:40.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.115e-03, size: 736, ETA: 11:54:28
2024-12-17 04:11:42.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.115e-03, size: 576, ETA: 11:54:26
2024-12-17 04:11:45.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.115e-03, size: 736, ETA: 11:54:24
2024-12-17 04:11:47.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.115e-03, size: 608, ETA: 11:54:23
2024-12-17 04:11:50.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.115e-03, size: 736, ETA: 11:54:23
2024-12-17 04:11:53.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.115e-03, size: 640, ETA: 11:54:21
2024-12-17 04:11:55.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.115e-03, size: 704, ETA: 11:54:18
2024-12-17 04:11:57.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.115e-03, size: 640, ETA: 11:54:15
2024-12-17 04:11:59.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.114e-03, size: 672, ETA: 11:54:12
2024-12-17 04:12:01.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.114e-03, size: 736, ETA: 11:54:09
2024-12-17 04:12:03.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.114e-03, size: 544, ETA: 11:54:06
2024-12-17 04:12:05.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.114e-03, size: 640, ETA: 11:54:04
2024-12-17 04:12:07.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.114e-03, size: 544, ETA: 11:54:01
2024-12-17 04:12:09.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.114e-03, size: 608, ETA: 11:53:59
2024-12-17 04:12:11.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.114e-03, size: 544, ETA: 11:53:57
2024-12-17 04:12:14.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.114e-03, size: 640, ETA: 11:53:56
2024-12-17 04:12:17.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.113e-03, size: 704, ETA: 11:53:55
2024-12-17 04:12:19.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.113e-03, size: 736, ETA: 11:53:53
2024-12-17 04:12:21.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.113e-03, size: 576, ETA: 11:53:50
2024-12-17 04:12:24.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.113e-03, size: 704, ETA: 11:53:49
2024-12-17 04:12:26.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.113e-03, size: 704, ETA: 11:53:46
2024-12-17 04:12:27.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.113e-03, size: 576, ETA: 11:53:43
2024-12-17 04:12:30.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.113e-03, size: 736, ETA: 11:53:41
2024-12-17 04:12:32.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.113e-03, size: 608, ETA: 11:53:38
2024-12-17 04:12:34.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.112e-03, size: 640, ETA: 11:53:36
2024-12-17 04:12:36.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.112e-03, size: 608, ETA: 11:53:33
2024-12-17 04:12:38.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.112e-03, size: 672, ETA: 11:53:30
2024-12-17 04:12:40.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.112e-03, size: 672, ETA: 11:53:28
2024-12-17 04:12:42.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.112e-03, size: 544, ETA: 11:53:25
2024-12-17 04:12:44.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.112e-03, size: 704, ETA: 11:53:23
2024-12-17 04:12:47.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.112e-03, size: 736, ETA: 11:53:22
2024-12-17 04:12:49.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.112e-03, size: 608, ETA: 11:53:20
2024-12-17 04:12:52.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.261s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.112e-03, size: 576, ETA: 11:53:19
2024-12-17 04:12:55.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.111e-03, size: 608, ETA: 11:53:18
2024-12-17 04:12:57.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.111e-03, size: 544, ETA: 11:53:16
2024-12-17 04:12:59.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.111e-03, size: 640, ETA: 11:53:13
2024-12-17 04:13:01.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.111e-03, size: 704, ETA: 11:53:11
2024-12-17 04:13:03.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.111e-03, size: 704, ETA: 11:53:08
2024-12-17 04:13:05.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.111e-03, size: 736, ETA: 11:53:06
2024-12-17 04:13:07.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.111e-03, size: 608, ETA: 11:53:03
2024-12-17 04:13:10.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.111e-03, size: 544, ETA: 11:53:01
2024-12-17 04:13:12.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.110e-03, size: 672, ETA: 11:53:00
2024-12-17 04:13:15.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.110e-03, size: 576, ETA: 11:52:59
2024-12-17 04:13:17.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.110e-03, size: 640, ETA: 11:52:57
2024-12-17 04:13:19.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.110e-03, size: 608, ETA: 11:52:54
2024-12-17 04:13:21.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.110e-03, size: 608, ETA: 11:52:51
2024-12-17 04:13:23.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.110e-03, size: 576, ETA: 11:52:48
2024-12-17 04:13:25.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.110e-03, size: 672, ETA: 11:52:45
2024-12-17 04:13:27.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.110e-03, size: 608, ETA: 11:52:42
2024-12-17 04:13:29.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.109e-03, size: 576, ETA: 11:52:40
2024-12-17 04:13:32.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.109e-03, size: 704, ETA: 11:52:38
2024-12-17 04:13:34.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.109e-03, size: 704, ETA: 11:52:37
2024-12-17 04:13:37.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.109e-03, size: 576, ETA: 11:52:35
2024-12-17 04:13:39.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.109e-03, size: 640, ETA: 11:52:34
2024-12-17 04:13:41.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.109e-03, size: 704, ETA: 11:52:31
2024-12-17 04:13:43.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.109e-03, size: 576, ETA: 11:52:29
2024-12-17 04:13:45.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.109e-03, size: 576, ETA: 11:52:26
2024-12-17 04:13:47.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.109e-03, size: 704, ETA: 11:52:23
2024-12-17 04:13:49.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.108e-03, size: 576, ETA: 11:52:20
2024-12-17 04:13:51.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.108e-03, size: 736, ETA: 11:52:17
2024-12-17 04:13:54.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.108e-03, size: 608, ETA: 11:52:16
2024-12-17 04:13:56.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.108e-03, size: 576, ETA: 11:52:14
2024-12-17 04:13:59.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.108e-03, size: 576, ETA: 11:52:12
2024-12-17 04:14:01.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.108e-03, size: 576, ETA: 11:52:11
2024-12-17 04:14:03.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.108e-03, size: 736, ETA: 11:52:09
2024-12-17 04:14:05.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.108e-03, size: 576, ETA: 11:52:06
2024-12-17 04:14:08.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.107e-03, size: 736, ETA: 11:52:05
2024-12-17 04:14:11.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.107e-03, size: 672, ETA: 11:52:04
2024-12-17 04:14:13.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.107e-03, size: 608, ETA: 11:52:02
2024-12-17 04:14:15.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.107e-03, size: 576, ETA: 11:52:00
2024-12-17 04:14:18.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.107e-03, size: 736, ETA: 11:51:58
2024-12-17 04:14:19.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.107e-03, size: 544, ETA: 11:51:55
2024-12-17 04:14:21.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.107e-03, size: 544, ETA: 11:51:52
2024-12-17 04:14:24.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.107e-03, size: 544, ETA: 11:51:50
2024-12-17 04:14:26.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.106e-03, size: 704, ETA: 11:51:49
2024-12-17 04:14:29.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.106e-03, size: 704, ETA: 11:51:47
2024-12-17 04:14:31.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.106e-03, size: 640, ETA: 11:51:45
2024-12-17 04:14:33.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.106e-03, size: 672, ETA: 11:51:43
2024-12-17 04:14:35.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.106e-03, size: 544, ETA: 11:51:39
2024-12-17 04:14:37.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.106e-03, size: 736, ETA: 11:51:37
2024-12-17 04:14:39.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.106e-03, size: 736, ETA: 11:51:34
2024-12-17 04:14:41.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.106e-03, size: 672, ETA: 11:51:32
2024-12-17 04:14:43.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.106e-03, size: 544, ETA: 11:51:29
2024-12-17 04:14:46.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.105e-03, size: 736, ETA: 11:51:28
2024-12-17 04:14:48.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.105e-03, size: 640, ETA: 11:51:26
2024-12-17 04:14:51.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.105e-03, size: 608, ETA: 11:51:24
2024-12-17 04:14:53.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.105e-03, size: 672, ETA: 11:51:23
2024-12-17 04:14:56.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.105e-03, size: 608, ETA: 11:51:22
2024-12-17 04:14:58.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.105e-03, size: 640, ETA: 11:51:20
2024-12-17 04:15:00.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.105e-03, size: 672, ETA: 11:51:17
2024-12-17 04:15:02.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.105e-03, size: 736, ETA: 11:51:15
2024-12-17 04:15:04.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.104e-03, size: 608, ETA: 11:51:12
2024-12-17 04:15:06.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.104e-03, size: 640, ETA: 11:51:09
2024-12-17 04:15:08.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.104e-03, size: 576, ETA: 11:51:07
2024-12-17 04:15:11.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.104e-03, size: 736, ETA: 11:51:04
2024-12-17 04:15:13.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.104e-03, size: 672, ETA: 11:51:02
2024-12-17 04:15:15.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.104e-03, size: 608, ETA: 11:51:00
2024-12-17 04:15:17.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.104e-03, size: 640, ETA: 11:50:58
2024-12-17 04:15:20.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.104e-03, size: 576, ETA: 11:50:56
2024-12-17 04:15:22.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.103e-03, size: 736, ETA: 11:50:55
2024-12-17 04:15:25.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.103e-03, size: 672, ETA: 11:50:54
2024-12-17 04:15:27.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.103e-03, size: 576, ETA: 11:50:52
2024-12-17 04:15:29.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.103e-03, size: 544, ETA: 11:50:49
2024-12-17 04:15:31.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.103e-03, size: 672, ETA: 11:50:46
2024-12-17 04:15:33.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.103e-03, size: 736, ETA: 11:50:44
2024-12-17 04:15:35.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.103e-03, size: 640, ETA: 11:50:41
2024-12-17 04:15:37.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.103e-03, size: 640, ETA: 11:50:38
2024-12-17 04:15:40.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.102e-03, size: 672, ETA: 11:50:36
2024-12-17 04:15:42.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.102e-03, size: 544, ETA: 11:50:34
2024-12-17 04:15:44.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.102e-03, size: 672, ETA: 11:50:32
2024-12-17 04:15:47.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.102e-03, size: 608, ETA: 11:50:31
2024-12-17 04:15:50.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.102e-03, size: 640, ETA: 11:50:30
2024-12-17 04:15:52.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.102e-03, size: 736, ETA: 11:50:28
2024-12-17 04:15:54.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.102e-03, size: 704, ETA: 11:50:26
2024-12-17 04:15:56.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.102e-03, size: 736, ETA: 11:50:23
2024-12-17 04:15:58.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.102e-03, size: 576, ETA: 11:50:20
2024-12-17 04:16:00.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.101e-03, size: 640, ETA: 11:50:17
2024-12-17 04:16:02.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.101e-03, size: 544, ETA: 11:50:14
2024-12-17 04:16:04.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.101e-03, size: 704, ETA: 11:50:12
2024-12-17 04:16:07.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.101e-03, size: 672, ETA: 11:50:10
2024-12-17 04:16:09.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.101e-03, size: 640, ETA: 11:50:08
2024-12-17 04:16:11.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.101e-03, size: 608, ETA: 11:50:07
2024-12-17 04:16:14.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.308s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.101e-03, size: 704, ETA: 11:50:07
2024-12-17 04:16:17.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.101e-03, size: 544, ETA: 11:50:05
2024-12-17 04:16:19.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.176s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.100e-03, size: 544, ETA: 11:50:02
2024-12-17 04:16:21.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.100e-03, size: 704, ETA: 11:50:00
2024-12-17 04:16:23.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.100e-03, size: 576, ETA: 11:49:58
2024-12-17 04:16:26.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.100e-03, size: 640, ETA: 11:49:56
2024-12-17 04:16:28.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.100e-03, size: 672, ETA: 11:49:53
2024-12-17 04:16:30.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.100e-03, size: 544, ETA: 11:49:51
2024-12-17 04:16:32.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.100e-03, size: 608, ETA: 11:49:49
2024-12-17 04:16:34.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.100e-03, size: 608, ETA: 11:49:46
2024-12-17 04:16:37.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.099e-03, size: 672, ETA: 11:49:44
2024-12-17 04:16:39.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.278s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.099e-03, size: 736, ETA: 11:49:44
2024-12-17 04:16:42.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.099e-03, size: 608, ETA: 11:49:42
2024-12-17 04:16:44.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.099e-03, size: 576, ETA: 11:49:39
2024-12-17 04:16:46.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.099e-03, size: 672, ETA: 11:49:36
2024-12-17 04:16:48.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.099e-03, size: 608, ETA: 11:49:33
2024-12-17 04:16:50.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.099e-03, size: 576, ETA: 11:49:30
2024-12-17 04:16:51.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.099e-03, size: 608, ETA: 11:49:27
2024-12-17 04:16:54.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.098e-03, size: 640, ETA: 11:49:25
2024-12-17 04:16:56.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.098e-03, size: 672, ETA: 11:49:23
2024-12-17 04:16:58.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.098e-03, size: 608, ETA: 11:49:21
2024-12-17 04:17:00.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.098e-03, size: 608, ETA: 11:49:19
2024-12-17 04:17:03.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.098e-03, size: 576, ETA: 11:49:17
2024-12-17 04:17:05.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.098e-03, size: 640, ETA: 11:49:15
2024-12-17 04:17:08.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.098e-03, size: 640, ETA: 11:49:13
2024-12-17 04:17:10.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.098e-03, size: 576, ETA: 11:49:10
2024-12-17 04:17:11.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.098e-03, size: 640, ETA: 11:49:07
2024-12-17 04:17:14.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.097e-03, size: 704, ETA: 11:49:05
2024-12-17 04:17:16.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.097e-03, size: 736, ETA: 11:49:02
2024-12-17 04:17:18.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.097e-03, size: 608, ETA: 11:49:00
2024-12-17 04:17:20.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.097e-03, size: 608, ETA: 11:48:57
2024-12-17 04:17:22.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.097e-03, size: 736, ETA: 11:48:56
2024-12-17 04:17:25.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.097e-03, size: 640, ETA: 11:48:53
2024-12-17 04:17:27.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.097e-03, size: 608, ETA: 11:48:52
2024-12-17 04:17:30.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.097e-03, size: 640, ETA: 11:48:51
2024-12-17 04:17:32.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.096e-03, size: 576, ETA: 11:48:49
2024-12-17 04:17:34.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.096e-03, size: 672, ETA: 11:48:47
2024-12-17 04:17:36.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.096e-03, size: 576, ETA: 11:48:44
2024-12-17 04:17:38.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.096e-03, size: 672, ETA: 11:48:41
2024-12-17 04:17:40.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.096e-03, size: 704, ETA: 11:48:39
2024-12-17 04:17:42.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.096e-03, size: 576, ETA: 11:48:36
2024-12-17 04:17:45.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.096e-03, size: 736, ETA: 11:48:34
2024-12-17 04:17:47.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.096e-03, size: 544, ETA: 11:48:32
2024-12-17 04:17:49.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.095e-03, size: 704, ETA: 11:48:30
2024-12-17 04:17:52.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.095e-03, size: 608, ETA: 11:48:29
2024-12-17 04:17:55.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.095e-03, size: 736, ETA: 11:48:28
2024-12-17 04:17:57.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.095e-03, size: 576, ETA: 11:48:26
2024-12-17 04:17:59.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.095e-03, size: 672, ETA: 11:48:23
2024-12-17 04:18:01.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.095e-03, size: 640, ETA: 11:48:20
2024-12-17 04:18:03.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.095e-03, size: 736, ETA: 11:48:18
2024-12-17 04:18:05.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.095e-03, size: 640, ETA: 11:48:15
2024-12-17 04:18:07.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.094e-03, size: 576, ETA: 11:48:12
2024-12-17 04:18:09.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.094e-03, size: 576, ETA: 11:48:10
2024-12-17 04:18:12.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.094e-03, size: 736, ETA: 11:48:08
2024-12-17 04:18:14.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.094e-03, size: 704, ETA: 11:48:07
2024-12-17 04:18:17.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.094e-03, size: 576, ETA: 11:48:05
2024-12-17 04:18:20.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.094e-03, size: 640, ETA: 11:48:05
2024-12-17 04:18:23.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.094e-03, size: 736, ETA: 11:48:05
2024-12-17 04:18:24.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.094e-03, size: 544, ETA: 11:48:02
2024-12-17 04:18:26.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.093e-03, size: 576, ETA: 11:47:59
2024-12-17 04:18:28.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.093e-03, size: 640, ETA: 11:47:56
2024-12-17 04:18:30.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.093e-03, size: 640, ETA: 11:47:53
2024-12-17 04:18:32.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.093e-03, size: 576, ETA: 11:47:50
2024-12-17 04:18:35.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.093e-03, size: 736, ETA: 11:47:48
2024-12-17 04:18:37.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.093e-03, size: 704, ETA: 11:47:47
2024-12-17 04:18:40.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.093e-03, size: 672, ETA: 11:47:45
2024-12-17 04:18:42.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.093e-03, size: 672, ETA: 11:47:43
2024-12-17 04:18:44.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.093e-03, size: 704, ETA: 11:47:41
2024-12-17 04:18:47.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.092e-03, size: 608, ETA: 11:47:39
2024-12-17 04:18:49.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.092e-03, size: 736, ETA: 11:47:38
2024-12-17 04:18:51.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.092e-03, size: 640, ETA: 11:47:36
2024-12-17 04:18:54.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.092e-03, size: 608, ETA: 11:47:34
2024-12-17 04:18:56.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.092e-03, size: 608, ETA: 11:47:33
2024-12-17 04:18:59.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.092e-03, size: 672, ETA: 11:47:32
2024-12-17 04:19:02.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.092e-03, size: 736, ETA: 11:47:30
2024-12-17 04:19:04.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.092e-03, size: 672, ETA: 11:47:28
2024-12-17 04:19:06.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.091e-03, size: 544, ETA: 11:47:27
2024-12-17 04:19:09.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.091e-03, size: 640, ETA: 11:47:25
2024-12-17 04:19:11.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.091e-03, size: 544, ETA: 11:47:23
2024-12-17 04:19:14.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.091e-03, size: 704, ETA: 11:47:22
2024-12-17 04:19:16.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.091e-03, size: 576, ETA: 11:47:20
2024-12-17 04:19:18.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.091e-03, size: 544, ETA: 11:47:18
2024-12-17 04:19:21.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.091e-03, size: 576, ETA: 11:47:16
2024-12-17 04:19:23.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.091e-03, size: 736, ETA: 11:47:15
2024-12-17 04:19:26.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.090e-03, size: 608, ETA: 11:47:13
2024-12-17 04:19:28.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.090e-03, size: 640, ETA: 11:47:11
2024-12-17 04:19:31.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.090e-03, size: 736, ETA: 11:47:10
2024-12-17 04:19:33.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.090e-03, size: 704, ETA: 11:47:08
2024-12-17 04:19:35.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.090e-03, size: 544, ETA: 11:47:06
2024-12-17 04:19:38.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.090e-03, size: 640, ETA: 11:47:05
2024-12-17 04:19:40.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.090e-03, size: 704, ETA: 11:47:03
2024-12-17 04:19:43.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.090e-03, size: 608, ETA: 11:47:01
2024-12-17 04:19:45.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.089e-03, size: 608, ETA: 11:47:00
2024-12-17 04:19:48.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.089e-03, size: 608, ETA: 11:46:58
2024-12-17 04:19:50.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.089e-03, size: 608, ETA: 11:46:55
2024-12-17 04:19:52.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.089e-03, size: 672, ETA: 11:46:54
2024-12-17 04:19:55.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.089e-03, size: 672, ETA: 11:46:52
2024-12-17 04:19:57.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.089e-03, size: 736, ETA: 11:46:51
2024-12-17 04:19:59.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.089e-03, size: 608, ETA: 11:46:48
2024-12-17 04:20:02.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.089e-03, size: 608, ETA: 11:46:46
2024-12-17 04:20:04.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.088e-03, size: 544, ETA: 11:46:44
2024-12-17 04:20:06.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.088e-03, size: 640, ETA: 11:46:42
2024-12-17 04:20:08.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.088e-03, size: 544, ETA: 11:46:40
2024-12-17 04:20:10.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.088e-03, size: 608, ETA: 11:46:37
2024-12-17 04:20:13.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.088e-03, size: 736, ETA: 11:46:36
2024-12-17 04:20:16.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.088e-03, size: 704, ETA: 11:46:35
2024-12-17 04:20:18.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.247s, data_time: 0.018s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.088e-03, size: 672, ETA: 11:46:34
2024-12-17 04:20:21.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.088e-03, size: 576, ETA: 11:46:32
2024-12-17 04:20:23.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 31/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.087e-03, size: 672, ETA: 11:46:30
2024-12-17 04:20:24.663 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 04:20:25.082 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch32
2024-12-17 04:20:27.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.087e-03, size: 704, ETA: 11:46:28
2024-12-17 04:20:30.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.087e-03, size: 704, ETA: 11:46:27
2024-12-17 04:20:33.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.087e-03, size: 672, ETA: 11:46:26
2024-12-17 04:20:35.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.274s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.087e-03, size: 576, ETA: 11:46:26
2024-12-17 04:20:38.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.087e-03, size: 736, ETA: 11:46:25
2024-12-17 04:20:41.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.087e-03, size: 608, ETA: 11:46:24
2024-12-17 04:20:44.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.087e-03, size: 608, ETA: 11:46:23
2024-12-17 04:20:46.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.086e-03, size: 608, ETA: 11:46:22
2024-12-17 04:20:49.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.086e-03, size: 704, ETA: 11:46:21
2024-12-17 04:20:52.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.086e-03, size: 672, ETA: 11:46:20
2024-12-17 04:20:54.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.086e-03, size: 640, ETA: 11:46:19
2024-12-17 04:20:57.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.280s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.086e-03, size: 736, ETA: 11:46:19
2024-12-17 04:21:00.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.086e-03, size: 704, ETA: 11:46:18
2024-12-17 04:21:03.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.086e-03, size: 640, ETA: 11:46:18
2024-12-17 04:21:06.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.086e-03, size: 544, ETA: 11:46:17
2024-12-17 04:21:09.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.085e-03, size: 640, ETA: 11:46:17
2024-12-17 04:21:11.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.085e-03, size: 672, ETA: 11:46:15
2024-12-17 04:21:14.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.278s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.085e-03, size: 608, ETA: 11:46:14
2024-12-17 04:21:17.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.085e-03, size: 640, ETA: 11:46:14
2024-12-17 04:21:20.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.085e-03, size: 704, ETA: 11:46:13
2024-12-17 04:21:23.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.085e-03, size: 576, ETA: 11:46:12
2024-12-17 04:21:25.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.085e-03, size: 736, ETA: 11:46:10
2024-12-17 04:21:28.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.085e-03, size: 576, ETA: 11:46:09
2024-12-17 04:21:30.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.084e-03, size: 704, ETA: 11:46:08
2024-12-17 04:21:33.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.084e-03, size: 736, ETA: 11:46:06
2024-12-17 04:21:35.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.084e-03, size: 608, ETA: 11:46:04
2024-12-17 04:21:37.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.084e-03, size: 640, ETA: 11:46:02
2024-12-17 04:21:40.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.084e-03, size: 704, ETA: 11:46:00
2024-12-17 04:21:42.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.084e-03, size: 672, ETA: 11:45:59
2024-12-17 04:21:44.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.084e-03, size: 672, ETA: 11:45:57
2024-12-17 04:21:47.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.084e-03, size: 640, ETA: 11:45:55
2024-12-17 04:21:49.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.084e-03, size: 736, ETA: 11:45:54
2024-12-17 04:21:52.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.083e-03, size: 544, ETA: 11:45:52
2024-12-17 04:21:54.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.083e-03, size: 544, ETA: 11:45:50
2024-12-17 04:21:57.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.083e-03, size: 576, ETA: 11:45:48
2024-12-17 04:21:59.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.083e-03, size: 608, ETA: 11:45:46
2024-12-17 04:22:01.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.083e-03, size: 576, ETA: 11:45:45
2024-12-17 04:22:04.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.083e-03, size: 608, ETA: 11:45:43
2024-12-17 04:22:06.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.083e-03, size: 608, ETA: 11:45:41
2024-12-17 04:22:09.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.083e-03, size: 704, ETA: 11:45:39
2024-12-17 04:22:11.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.082e-03, size: 608, ETA: 11:45:38
2024-12-17 04:22:13.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.082e-03, size: 704, ETA: 11:45:36
2024-12-17 04:22:15.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.082e-03, size: 608, ETA: 11:45:33
2024-12-17 04:22:18.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.082e-03, size: 672, ETA: 11:45:32
2024-12-17 04:22:20.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.082e-03, size: 704, ETA: 11:45:30
2024-12-17 04:22:23.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.082e-03, size: 640, ETA: 11:45:29
2024-12-17 04:22:26.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.082e-03, size: 608, ETA: 11:45:29
2024-12-17 04:22:29.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.082e-03, size: 640, ETA: 11:45:28
2024-12-17 04:22:31.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.081e-03, size: 736, ETA: 11:45:25
2024-12-17 04:22:33.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.081e-03, size: 736, ETA: 11:45:23
2024-12-17 04:22:35.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.081e-03, size: 608, ETA: 11:45:20
2024-12-17 04:22:37.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.081e-03, size: 704, ETA: 11:45:17
2024-12-17 04:22:39.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.081e-03, size: 672, ETA: 11:45:15
2024-12-17 04:22:41.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.081e-03, size: 672, ETA: 11:45:13
2024-12-17 04:22:44.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.081e-03, size: 640, ETA: 11:45:11
2024-12-17 04:22:46.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.081e-03, size: 640, ETA: 11:45:09
2024-12-17 04:22:49.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.080e-03, size: 576, ETA: 11:45:08
2024-12-17 04:22:52.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.080e-03, size: 576, ETA: 11:45:07
2024-12-17 04:22:54.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.080e-03, size: 736, ETA: 11:45:05
2024-12-17 04:22:56.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.080e-03, size: 544, ETA: 11:45:02
2024-12-17 04:22:58.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.080e-03, size: 576, ETA: 11:44:59
2024-12-17 04:23:00.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.080e-03, size: 704, ETA: 11:44:57
2024-12-17 04:23:02.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.080e-03, size: 576, ETA: 11:44:54
2024-12-17 04:23:04.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.080e-03, size: 704, ETA: 11:44:51
2024-12-17 04:23:06.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.079e-03, size: 608, ETA: 11:44:49
2024-12-17 04:23:08.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.079e-03, size: 704, ETA: 11:44:47
2024-12-17 04:23:10.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.079e-03, size: 704, ETA: 11:44:44
2024-12-17 04:23:13.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 2.079e-03, size: 704, ETA: 11:44:43
2024-12-17 04:23:16.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.079e-03, size: 544, ETA: 11:44:42
2024-12-17 04:23:18.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.079e-03, size: 576, ETA: 11:44:40
2024-12-17 04:23:20.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.079e-03, size: 576, ETA: 11:44:38
2024-12-17 04:23:22.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.079e-03, size: 640, ETA: 11:44:35
2024-12-17 04:23:24.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.078e-03, size: 544, ETA: 11:44:32
2024-12-17 04:23:26.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.078e-03, size: 544, ETA: 11:44:29
2024-12-17 04:23:28.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.078e-03, size: 544, ETA: 11:44:26
2024-12-17 04:23:30.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.078e-03, size: 640, ETA: 11:44:23
2024-12-17 04:23:32.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.078e-03, size: 672, ETA: 11:44:21
2024-12-17 04:23:35.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.078e-03, size: 544, ETA: 11:44:19
2024-12-17 04:23:37.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.078e-03, size: 544, ETA: 11:44:17
2024-12-17 04:23:39.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.078e-03, size: 736, ETA: 11:44:15
2024-12-17 04:23:42.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.077e-03, size: 640, ETA: 11:44:14
2024-12-17 04:23:44.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.077e-03, size: 672, ETA: 11:44:12
2024-12-17 04:23:46.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.077e-03, size: 736, ETA: 11:44:09
2024-12-17 04:23:48.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.077e-03, size: 544, ETA: 11:44:06
2024-12-17 04:23:50.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.077e-03, size: 544, ETA: 11:44:03
2024-12-17 04:23:52.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.077e-03, size: 608, ETA: 11:44:00
2024-12-17 04:23:54.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.077e-03, size: 672, ETA: 11:43:57
2024-12-17 04:23:56.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.077e-03, size: 576, ETA: 11:43:55
2024-12-17 04:23:58.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.076e-03, size: 544, ETA: 11:43:53
2024-12-17 04:24:00.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.076e-03, size: 704, ETA: 11:43:51
2024-12-17 04:24:03.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.076e-03, size: 640, ETA: 11:43:50
2024-12-17 04:24:05.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.076e-03, size: 608, ETA: 11:43:47
2024-12-17 04:24:08.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.076e-03, size: 576, ETA: 11:43:46
2024-12-17 04:24:10.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.076e-03, size: 576, ETA: 11:43:43
2024-12-17 04:24:12.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.076e-03, size: 704, ETA: 11:43:40
2024-12-17 04:24:14.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.076e-03, size: 608, ETA: 11:43:38
2024-12-17 04:24:16.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.075e-03, size: 640, ETA: 11:43:36
2024-12-17 04:24:18.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.075e-03, size: 704, ETA: 11:43:33
2024-12-17 04:24:20.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.075e-03, size: 576, ETA: 11:43:30
2024-12-17 04:24:22.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.075e-03, size: 576, ETA: 11:43:27
2024-12-17 04:24:25.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.075e-03, size: 672, ETA: 11:43:26
2024-12-17 04:24:27.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.075e-03, size: 736, ETA: 11:43:24
2024-12-17 04:24:30.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.075e-03, size: 576, ETA: 11:43:23
2024-12-17 04:24:32.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.075e-03, size: 544, ETA: 11:43:21
2024-12-17 04:24:34.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.074e-03, size: 544, ETA: 11:43:19
2024-12-17 04:24:36.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.074e-03, size: 704, ETA: 11:43:16
2024-12-17 04:24:38.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.074e-03, size: 608, ETA: 11:43:13
2024-12-17 04:24:41.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.074e-03, size: 736, ETA: 11:43:11
2024-12-17 04:24:43.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.074e-03, size: 608, ETA: 11:43:08
2024-12-17 04:24:45.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.074e-03, size: 736, ETA: 11:43:06
2024-12-17 04:24:48.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.074e-03, size: 640, ETA: 11:43:05
2024-12-17 04:24:50.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.074e-03, size: 640, ETA: 11:43:03
2024-12-17 04:24:53.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.073e-03, size: 736, ETA: 11:43:02
2024-12-17 04:24:56.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.073e-03, size: 672, ETA: 11:43:02
2024-12-17 04:24:58.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.073e-03, size: 608, ETA: 11:43:01
2024-12-17 04:25:00.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.073e-03, size: 672, ETA: 11:42:57
2024-12-17 04:25:02.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.073e-03, size: 640, ETA: 11:42:55
2024-12-17 04:25:04.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.073e-03, size: 576, ETA: 11:42:52
2024-12-17 04:25:06.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.073e-03, size: 704, ETA: 11:42:50
2024-12-17 04:25:09.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.073e-03, size: 672, ETA: 11:42:48
2024-12-17 04:25:11.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.072e-03, size: 576, ETA: 11:42:46
2024-12-17 04:25:13.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.072e-03, size: 672, ETA: 11:42:44
2024-12-17 04:25:16.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.072e-03, size: 672, ETA: 11:42:42
2024-12-17 04:25:19.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.072e-03, size: 640, ETA: 11:42:42
2024-12-17 04:25:21.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.264s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.072e-03, size: 704, ETA: 11:42:40
2024-12-17 04:25:24.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.072e-03, size: 704, ETA: 11:42:39
2024-12-17 04:25:26.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.072e-03, size: 704, ETA: 11:42:36
2024-12-17 04:25:28.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.072e-03, size: 672, ETA: 11:42:33
2024-12-17 04:25:30.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.071e-03, size: 640, ETA: 11:42:31
2024-12-17 04:25:32.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.071e-03, size: 672, ETA: 11:42:28
2024-12-17 04:25:34.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.071e-03, size: 704, ETA: 11:42:25
2024-12-17 04:25:36.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.071e-03, size: 704, ETA: 11:42:23
2024-12-17 04:25:39.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.071e-03, size: 672, ETA: 11:42:21
2024-12-17 04:25:41.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.071e-03, size: 608, ETA: 11:42:19
2024-12-17 04:25:43.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.071e-03, size: 608, ETA: 11:42:18
2024-12-17 04:25:46.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.071e-03, size: 640, ETA: 11:42:16
2024-12-17 04:25:48.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.070e-03, size: 672, ETA: 11:42:15
2024-12-17 04:25:50.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.070e-03, size: 576, ETA: 11:42:12
2024-12-17 04:25:52.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.070e-03, size: 736, ETA: 11:42:09
2024-12-17 04:25:54.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.070e-03, size: 544, ETA: 11:42:06
2024-12-17 04:25:56.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.070e-03, size: 640, ETA: 11:42:03
2024-12-17 04:25:58.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.070e-03, size: 608, ETA: 11:42:00
2024-12-17 04:26:00.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.070e-03, size: 608, ETA: 11:41:57
2024-12-17 04:26:02.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.070e-03, size: 640, ETA: 11:41:55
2024-12-17 04:26:04.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.069e-03, size: 608, ETA: 11:41:52
2024-12-17 04:26:06.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.069e-03, size: 576, ETA: 11:41:50
2024-12-17 04:26:09.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.069e-03, size: 608, ETA: 11:41:48
2024-12-17 04:26:11.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.069e-03, size: 544, ETA: 11:41:46
2024-12-17 04:26:13.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.069e-03, size: 544, ETA: 11:41:43
2024-12-17 04:26:15.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.069e-03, size: 672, ETA: 11:41:41
2024-12-17 04:26:17.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.069e-03, size: 736, ETA: 11:41:38
2024-12-17 04:26:19.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.069e-03, size: 736, ETA: 11:41:36
2024-12-17 04:26:21.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.068e-03, size: 736, ETA: 11:41:33
2024-12-17 04:26:23.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.068e-03, size: 576, ETA: 11:41:30
2024-12-17 04:26:25.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.068e-03, size: 608, ETA: 11:41:28
2024-12-17 04:26:28.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.068e-03, size: 608, ETA: 11:41:26
2024-12-17 04:26:30.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.068e-03, size: 640, ETA: 11:41:24
2024-12-17 04:26:33.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.068e-03, size: 672, ETA: 11:41:22
2024-12-17 04:26:35.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.068e-03, size: 544, ETA: 11:41:21
2024-12-17 04:26:38.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.068e-03, size: 704, ETA: 11:41:20
2024-12-17 04:26:40.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.067e-03, size: 640, ETA: 11:41:17
2024-12-17 04:26:42.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.067e-03, size: 736, ETA: 11:41:15
2024-12-17 04:26:44.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.067e-03, size: 640, ETA: 11:41:12
2024-12-17 04:26:46.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.067e-03, size: 608, ETA: 11:41:10
2024-12-17 04:26:48.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.067e-03, size: 544, ETA: 11:41:07
2024-12-17 04:26:50.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.067e-03, size: 736, ETA: 11:41:04
2024-12-17 04:26:53.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.067e-03, size: 640, ETA: 11:41:02
2024-12-17 04:26:55.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.067e-03, size: 736, ETA: 11:40:59
2024-12-17 04:26:57.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.066e-03, size: 608, ETA: 11:40:57
2024-12-17 04:26:59.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.066e-03, size: 672, ETA: 11:40:54
2024-12-17 04:27:01.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.066e-03, size: 576, ETA: 11:40:51
2024-12-17 04:27:03.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.066e-03, size: 736, ETA: 11:40:48
2024-12-17 04:27:05.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.066e-03, size: 544, ETA: 11:40:46
2024-12-17 04:27:07.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.066e-03, size: 672, ETA: 11:40:45
2024-12-17 04:27:10.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.066e-03, size: 608, ETA: 11:40:43
2024-12-17 04:27:12.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.066e-03, size: 576, ETA: 11:40:41
2024-12-17 04:27:15.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.065e-03, size: 640, ETA: 11:40:40
2024-12-17 04:27:17.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.065e-03, size: 672, ETA: 11:40:38
2024-12-17 04:27:19.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.065e-03, size: 640, ETA: 11:40:35
2024-12-17 04:27:21.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.065e-03, size: 640, ETA: 11:40:32
2024-12-17 04:27:23.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.065e-03, size: 576, ETA: 11:40:29
2024-12-17 04:27:25.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.065e-03, size: 576, ETA: 11:40:27
2024-12-17 04:27:27.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.065e-03, size: 704, ETA: 11:40:24
2024-12-17 04:27:29.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.065e-03, size: 704, ETA: 11:40:21
2024-12-17 04:27:31.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.064e-03, size: 704, ETA: 11:40:18
2024-12-17 04:27:33.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.064e-03, size: 640, ETA: 11:40:16
2024-12-17 04:27:35.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.064e-03, size: 736, ETA: 11:40:13
2024-12-17 04:27:37.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.064e-03, size: 640, ETA: 11:40:10
2024-12-17 04:27:40.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.064e-03, size: 576, ETA: 11:40:09
2024-12-17 04:27:42.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.064e-03, size: 608, ETA: 11:40:07
2024-12-17 04:27:44.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.064e-03, size: 544, ETA: 11:40:05
2024-12-17 04:27:47.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.064e-03, size: 640, ETA: 11:40:03
2024-12-17 04:27:50.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.063e-03, size: 704, ETA: 11:40:03
2024-12-17 04:27:52.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.063e-03, size: 576, ETA: 11:40:00
2024-12-17 04:27:53.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.063e-03, size: 672, ETA: 11:39:57
2024-12-17 04:27:55.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.063e-03, size: 736, ETA: 11:39:54
2024-12-17 04:27:58.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.063e-03, size: 736, ETA: 11:39:52
2024-12-17 04:28:00.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.063e-03, size: 672, ETA: 11:39:49
2024-12-17 04:28:02.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.063e-03, size: 736, ETA: 11:39:47
2024-12-17 04:28:05.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.063e-03, size: 704, ETA: 11:39:46
2024-12-17 04:28:07.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.062e-03, size: 704, ETA: 11:39:44
2024-12-17 04:28:10.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.062e-03, size: 608, ETA: 11:39:43
2024-12-17 04:28:12.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.062e-03, size: 608, ETA: 11:39:41
2024-12-17 04:28:15.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.062e-03, size: 704, ETA: 11:39:39
2024-12-17 04:28:17.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.062e-03, size: 704, ETA: 11:39:37
2024-12-17 04:28:19.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.062e-03, size: 672, ETA: 11:39:34
2024-12-17 04:28:21.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.062e-03, size: 736, ETA: 11:39:31
2024-12-17 04:28:23.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.062e-03, size: 608, ETA: 11:39:29
2024-12-17 04:28:25.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.061e-03, size: 640, ETA: 11:39:26
2024-12-17 04:28:27.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.061e-03, size: 576, ETA: 11:39:23
2024-12-17 04:28:29.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.061e-03, size: 736, ETA: 11:39:21
2024-12-17 04:28:31.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.061e-03, size: 544, ETA: 11:39:19
2024-12-17 04:28:34.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.061e-03, size: 576, ETA: 11:39:17
2024-12-17 04:28:36.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.061e-03, size: 576, ETA: 11:39:16
2024-12-17 04:28:39.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.061e-03, size: 608, ETA: 11:39:14
2024-12-17 04:28:41.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.061e-03, size: 544, ETA: 11:39:12
2024-12-17 04:28:43.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.060e-03, size: 704, ETA: 11:39:08
2024-12-17 04:28:45.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.060e-03, size: 640, ETA: 11:39:06
2024-12-17 04:28:47.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.060e-03, size: 672, ETA: 11:39:03
2024-12-17 04:28:49.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.060e-03, size: 640, ETA: 11:39:00
2024-12-17 04:28:50.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.060e-03, size: 608, ETA: 11:38:57
2024-12-17 04:28:53.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.060e-03, size: 704, ETA: 11:38:55
2024-12-17 04:28:55.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.060e-03, size: 672, ETA: 11:38:53
2024-12-17 04:28:57.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.060e-03, size: 640, ETA: 11:38:50
2024-12-17 04:28:59.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.059e-03, size: 576, ETA: 11:38:47
2024-12-17 04:29:01.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.059e-03, size: 608, ETA: 11:38:44
2024-12-17 04:29:02.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.059e-03, size: 544, ETA: 11:38:40
2024-12-17 04:29:04.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.059e-03, size: 576, ETA: 11:38:37
2024-12-17 04:29:06.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.059e-03, size: 544, ETA: 11:38:34
2024-12-17 04:29:08.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.059e-03, size: 672, ETA: 11:38:32
2024-12-17 04:29:11.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.059e-03, size: 544, ETA: 11:38:30
2024-12-17 04:29:13.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.059e-03, size: 576, ETA: 11:38:28
2024-12-17 04:29:15.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.058e-03, size: 544, ETA: 11:38:26
2024-12-17 04:29:18.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.058e-03, size: 608, ETA: 11:38:24
2024-12-17 04:29:19.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.058e-03, size: 608, ETA: 11:38:20
2024-12-17 04:29:21.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.058e-03, size: 576, ETA: 11:38:18
2024-12-17 04:29:23.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.058e-03, size: 704, ETA: 11:38:14
2024-12-17 04:29:25.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.058e-03, size: 640, ETA: 11:38:12
2024-12-17 04:29:27.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.058e-03, size: 704, ETA: 11:38:09
2024-12-17 04:29:29.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.018s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.058e-03, size: 544, ETA: 11:38:07
2024-12-17 04:29:31.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.057e-03, size: 576, ETA: 11:38:04
2024-12-17 04:29:33.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 32/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.057e-03, size: 544, ETA: 11:38:01
2024-12-17 04:29:34.588 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 04:29:35.013 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch33
2024-12-17 04:29:37.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.057e-03, size: 576, ETA: 11:37:57
2024-12-17 04:29:39.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.057e-03, size: 544, ETA: 11:37:56
2024-12-17 04:29:41.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.057e-03, size: 640, ETA: 11:37:54
2024-12-17 04:29:43.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.057e-03, size: 576, ETA: 11:37:51
2024-12-17 04:29:46.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.057e-03, size: 608, ETA: 11:37:49
2024-12-17 04:29:48.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.057e-03, size: 640, ETA: 11:37:47
2024-12-17 04:29:50.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.056e-03, size: 608, ETA: 11:37:45
2024-12-17 04:29:53.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.056e-03, size: 736, ETA: 11:37:44
2024-12-17 04:29:56.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.056e-03, size: 736, ETA: 11:37:43
2024-12-17 04:29:58.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.056e-03, size: 640, ETA: 11:37:41
2024-12-17 04:30:00.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.056e-03, size: 608, ETA: 11:37:38
2024-12-17 04:30:02.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.056e-03, size: 640, ETA: 11:37:35
2024-12-17 04:30:04.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.056e-03, size: 704, ETA: 11:37:32
2024-12-17 04:30:06.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.056e-03, size: 736, ETA: 11:37:30
2024-12-17 04:30:08.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.055e-03, size: 544, ETA: 11:37:27
2024-12-17 04:30:10.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.055e-03, size: 608, ETA: 11:37:25
2024-12-17 04:30:12.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.055e-03, size: 544, ETA: 11:37:23
2024-12-17 04:30:15.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.055e-03, size: 736, ETA: 11:37:21
2024-12-17 04:30:18.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.055e-03, size: 736, ETA: 11:37:20
2024-12-17 04:30:20.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.055e-03, size: 576, ETA: 11:37:19
2024-12-17 04:30:22.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.055e-03, size: 544, ETA: 11:37:16
2024-12-17 04:30:25.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.054e-03, size: 608, ETA: 11:37:14
2024-12-17 04:30:27.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.054e-03, size: 736, ETA: 11:37:12
2024-12-17 04:30:29.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.054e-03, size: 640, ETA: 11:37:09
2024-12-17 04:30:31.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.054e-03, size: 544, ETA: 11:37:06
2024-12-17 04:30:33.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.054e-03, size: 672, ETA: 11:37:03
2024-12-17 04:30:35.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.054e-03, size: 640, ETA: 11:37:01
2024-12-17 04:30:37.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.054e-03, size: 576, ETA: 11:36:59
2024-12-17 04:30:39.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.054e-03, size: 576, ETA: 11:36:57
2024-12-17 04:30:42.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.053e-03, size: 736, ETA: 11:36:56
2024-12-17 04:30:45.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.053e-03, size: 608, ETA: 11:36:56
2024-12-17 04:30:48.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.053e-03, size: 736, ETA: 11:36:54
2024-12-17 04:30:50.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.053e-03, size: 640, ETA: 11:36:52
2024-12-17 04:30:52.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.053e-03, size: 736, ETA: 11:36:49
2024-12-17 04:30:54.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.053e-03, size: 544, ETA: 11:36:46
2024-12-17 04:30:56.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.053e-03, size: 544, ETA: 11:36:43
2024-12-17 04:30:58.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.053e-03, size: 736, ETA: 11:36:41
2024-12-17 04:31:00.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.052e-03, size: 704, ETA: 11:36:39
2024-12-17 04:31:02.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.052e-03, size: 576, ETA: 11:36:36
2024-12-17 04:31:04.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.052e-03, size: 640, ETA: 11:36:34
2024-12-17 04:31:07.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.052e-03, size: 736, ETA: 11:36:33
2024-12-17 04:31:10.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.052e-03, size: 640, ETA: 11:36:32
2024-12-17 04:31:12.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.052e-03, size: 576, ETA: 11:36:30
2024-12-17 04:31:14.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.052e-03, size: 704, ETA: 11:36:27
2024-12-17 04:31:16.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.052e-03, size: 544, ETA: 11:36:25
2024-12-17 04:31:18.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.051e-03, size: 576, ETA: 11:36:22
2024-12-17 04:31:20.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.051e-03, size: 640, ETA: 11:36:19
2024-12-17 04:31:23.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.051e-03, size: 704, ETA: 11:36:18
2024-12-17 04:31:25.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.051e-03, size: 736, ETA: 11:36:16
2024-12-17 04:31:27.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.051e-03, size: 544, ETA: 11:36:14
2024-12-17 04:31:30.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.051e-03, size: 672, ETA: 11:36:12
2024-12-17 04:31:32.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.051e-03, size: 704, ETA: 11:36:10
2024-12-17 04:31:35.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.051e-03, size: 576, ETA: 11:36:09
2024-12-17 04:31:37.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.050e-03, size: 640, ETA: 11:36:07
2024-12-17 04:31:39.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.050e-03, size: 640, ETA: 11:36:05
2024-12-17 04:31:42.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.050e-03, size: 704, ETA: 11:36:02
2024-12-17 04:31:44.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.050e-03, size: 608, ETA: 11:36:00
2024-12-17 04:31:46.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.050e-03, size: 608, ETA: 11:35:57
2024-12-17 04:31:48.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.050e-03, size: 576, ETA: 11:35:54
2024-12-17 04:31:50.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.050e-03, size: 704, ETA: 11:35:51
2024-12-17 04:31:52.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.050e-03, size: 704, ETA: 11:35:49
2024-12-17 04:31:54.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.049e-03, size: 544, ETA: 11:35:47
2024-12-17 04:31:57.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.049e-03, size: 704, ETA: 11:35:46
2024-12-17 04:31:59.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.049e-03, size: 672, ETA: 11:35:45
2024-12-17 04:32:02.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.049e-03, size: 672, ETA: 11:35:44
2024-12-17 04:32:05.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.049e-03, size: 544, ETA: 11:35:42
2024-12-17 04:32:07.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.049e-03, size: 608, ETA: 11:35:39
2024-12-17 04:32:09.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.049e-03, size: 640, ETA: 11:35:36
2024-12-17 04:32:11.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.049e-03, size: 704, ETA: 11:35:34
2024-12-17 04:32:13.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.048e-03, size: 608, ETA: 11:35:31
2024-12-17 04:32:15.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.048e-03, size: 576, ETA: 11:35:28
2024-12-17 04:32:17.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.048e-03, size: 608, ETA: 11:35:26
2024-12-17 04:32:19.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.048e-03, size: 544, ETA: 11:35:24
2024-12-17 04:32:22.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.048e-03, size: 736, ETA: 11:35:23
2024-12-17 04:32:24.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.048e-03, size: 704, ETA: 11:35:21
2024-12-17 04:32:27.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.048e-03, size: 576, ETA: 11:35:21
2024-12-17 04:32:29.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.048e-03, size: 544, ETA: 11:35:19
2024-12-17 04:32:31.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.047e-03, size: 576, ETA: 11:35:16
2024-12-17 04:32:34.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.047e-03, size: 704, ETA: 11:35:13
2024-12-17 04:32:36.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.047e-03, size: 640, ETA: 11:35:11
2024-12-17 04:32:38.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.047e-03, size: 608, ETA: 11:35:08
2024-12-17 04:32:40.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.047e-03, size: 544, ETA: 11:35:05
2024-12-17 04:32:42.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.047e-03, size: 576, ETA: 11:35:02
2024-12-17 04:32:44.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.047e-03, size: 736, ETA: 11:35:01
2024-12-17 04:32:46.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.046e-03, size: 608, ETA: 11:34:59
2024-12-17 04:32:49.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.046e-03, size: 672, ETA: 11:34:58
2024-12-17 04:32:52.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.046e-03, size: 544, ETA: 11:34:56
2024-12-17 04:32:54.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.046e-03, size: 640, ETA: 11:34:55
2024-12-17 04:32:56.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.046e-03, size: 736, ETA: 11:34:52
2024-12-17 04:32:58.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.046e-03, size: 576, ETA: 11:34:49
2024-12-17 04:33:00.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.046e-03, size: 544, ETA: 11:34:46
2024-12-17 04:33:02.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.046e-03, size: 544, ETA: 11:34:43
2024-12-17 04:33:04.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.045e-03, size: 672, ETA: 11:34:40
2024-12-17 04:33:06.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.045e-03, size: 736, ETA: 11:34:38
2024-12-17 04:33:08.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.045e-03, size: 704, ETA: 11:34:35
2024-12-17 04:33:10.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.045e-03, size: 640, ETA: 11:34:33
2024-12-17 04:33:13.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.045e-03, size: 704, ETA: 11:34:31
2024-12-17 04:33:15.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.045e-03, size: 672, ETA: 11:34:30
2024-12-17 04:33:18.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.045e-03, size: 576, ETA: 11:34:28
2024-12-17 04:33:20.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.045e-03, size: 608, ETA: 11:34:25
2024-12-17 04:33:22.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.044e-03, size: 736, ETA: 11:34:23
2024-12-17 04:33:24.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.044e-03, size: 544, ETA: 11:34:20
2024-12-17 04:33:26.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.044e-03, size: 576, ETA: 11:34:17
2024-12-17 04:33:28.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.044e-03, size: 576, ETA: 11:34:14
2024-12-17 04:33:30.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.044e-03, size: 640, ETA: 11:34:13
2024-12-17 04:33:32.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.044e-03, size: 544, ETA: 11:34:11
2024-12-17 04:33:35.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.044e-03, size: 704, ETA: 11:34:08
2024-12-17 04:33:37.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.044e-03, size: 672, ETA: 11:34:06
2024-12-17 04:33:39.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.043e-03, size: 608, ETA: 11:34:04
2024-12-17 04:33:41.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.043e-03, size: 736, ETA: 11:34:02
2024-12-17 04:33:43.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.043e-03, size: 704, ETA: 11:33:59
2024-12-17 04:33:46.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.043e-03, size: 544, ETA: 11:33:57
2024-12-17 04:33:48.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.043e-03, size: 544, ETA: 11:33:56
2024-12-17 04:33:50.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.043e-03, size: 608, ETA: 11:33:53
2024-12-17 04:33:53.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.043e-03, size: 704, ETA: 11:33:51
2024-12-17 04:33:55.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.043e-03, size: 576, ETA: 11:33:48
2024-12-17 04:33:57.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.042e-03, size: 704, ETA: 11:33:46
2024-12-17 04:33:58.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.042e-03, size: 672, ETA: 11:33:43
2024-12-17 04:34:01.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.042e-03, size: 736, ETA: 11:33:40
2024-12-17 04:34:03.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.042e-03, size: 544, ETA: 11:33:37
2024-12-17 04:34:05.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.042e-03, size: 576, ETA: 11:33:35
2024-12-17 04:34:07.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.042e-03, size: 640, ETA: 11:33:32
2024-12-17 04:34:09.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.042e-03, size: 576, ETA: 11:33:29
2024-12-17 04:34:10.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.042e-03, size: 608, ETA: 11:33:26
2024-12-17 04:34:13.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.041e-03, size: 672, ETA: 11:33:24
2024-12-17 04:34:15.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.041e-03, size: 736, ETA: 11:33:21
2024-12-17 04:34:17.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.041e-03, size: 704, ETA: 11:33:19
2024-12-17 04:34:19.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.041e-03, size: 736, ETA: 11:33:16
2024-12-17 04:34:21.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.041e-03, size: 608, ETA: 11:33:14
2024-12-17 04:34:23.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.041e-03, size: 736, ETA: 11:33:11
2024-12-17 04:34:25.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.041e-03, size: 640, ETA: 11:33:08
2024-12-17 04:34:27.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.040e-03, size: 704, ETA: 11:33:06
2024-12-17 04:34:30.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.040e-03, size: 576, ETA: 11:33:05
2024-12-17 04:34:32.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.040e-03, size: 544, ETA: 11:33:02
2024-12-17 04:34:34.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.040e-03, size: 704, ETA: 11:32:59
2024-12-17 04:34:36.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.040e-03, size: 640, ETA: 11:32:57
2024-12-17 04:34:38.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.040e-03, size: 608, ETA: 11:32:54
2024-12-17 04:34:40.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.040e-03, size: 704, ETA: 11:32:52
2024-12-17 04:34:42.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.040e-03, size: 576, ETA: 11:32:48
2024-12-17 04:34:44.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.039e-03, size: 608, ETA: 11:32:46
2024-12-17 04:34:46.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.039e-03, size: 544, ETA: 11:32:43
2024-12-17 04:34:49.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.039e-03, size: 640, ETA: 11:32:42
2024-12-17 04:34:51.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.039e-03, size: 704, ETA: 11:32:40
2024-12-17 04:34:54.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.039e-03, size: 640, ETA: 11:32:39
2024-12-17 04:34:56.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.039e-03, size: 672, ETA: 11:32:37
2024-12-17 04:34:58.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.039e-03, size: 608, ETA: 11:32:34
2024-12-17 04:35:00.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.039e-03, size: 672, ETA: 11:32:31
2024-12-17 04:35:02.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.038e-03, size: 704, ETA: 11:32:28
2024-12-17 04:35:04.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.038e-03, size: 640, ETA: 11:32:26
2024-12-17 04:35:06.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.038e-03, size: 576, ETA: 11:32:23
2024-12-17 04:35:08.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.038e-03, size: 672, ETA: 11:32:21
2024-12-17 04:35:10.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.038e-03, size: 576, ETA: 11:32:19
2024-12-17 04:35:13.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.038e-03, size: 672, ETA: 11:32:17
2024-12-17 04:35:16.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.038e-03, size: 608, ETA: 11:32:16
2024-12-17 04:35:18.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.038e-03, size: 608, ETA: 11:32:14
2024-12-17 04:35:20.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.037e-03, size: 704, ETA: 11:32:12
2024-12-17 04:35:22.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.037e-03, size: 640, ETA: 11:32:09
2024-12-17 04:35:24.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.037e-03, size: 608, ETA: 11:32:06
2024-12-17 04:35:26.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.037e-03, size: 736, ETA: 11:32:03
2024-12-17 04:35:28.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.037e-03, size: 736, ETA: 11:32:01
2024-12-17 04:35:31.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.037e-03, size: 672, ETA: 11:31:59
2024-12-17 04:35:33.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.037e-03, size: 736, ETA: 11:31:57
2024-12-17 04:35:35.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.037e-03, size: 672, ETA: 11:31:55
2024-12-17 04:35:38.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.036e-03, size: 576, ETA: 11:31:53
2024-12-17 04:35:40.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.036e-03, size: 544, ETA: 11:31:52
2024-12-17 04:35:43.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.036e-03, size: 672, ETA: 11:31:51
2024-12-17 04:35:45.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.036e-03, size: 576, ETA: 11:31:49
2024-12-17 04:35:48.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.036e-03, size: 640, ETA: 11:31:47
2024-12-17 04:35:50.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.036e-03, size: 608, ETA: 11:31:44
2024-12-17 04:35:52.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.036e-03, size: 736, ETA: 11:31:43
2024-12-17 04:35:55.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.035e-03, size: 608, ETA: 11:31:41
2024-12-17 04:35:57.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.035e-03, size: 672, ETA: 11:31:40
2024-12-17 04:36:00.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.035e-03, size: 608, ETA: 11:31:39
2024-12-17 04:36:02.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.035e-03, size: 640, ETA: 11:31:36
2024-12-17 04:36:04.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.035e-03, size: 544, ETA: 11:31:33
2024-12-17 04:36:06.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.035e-03, size: 736, ETA: 11:31:30
2024-12-17 04:36:08.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.035e-03, size: 704, ETA: 11:31:28
2024-12-17 04:36:10.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.035e-03, size: 672, ETA: 11:31:26
2024-12-17 04:36:12.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.034e-03, size: 640, ETA: 11:31:23
2024-12-17 04:36:15.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.034e-03, size: 704, ETA: 11:31:21
2024-12-17 04:36:17.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.034e-03, size: 576, ETA: 11:31:19
2024-12-17 04:36:20.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.034e-03, size: 544, ETA: 11:31:18
2024-12-17 04:36:22.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.034e-03, size: 672, ETA: 11:31:16
2024-12-17 04:36:25.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.034e-03, size: 736, ETA: 11:31:15
2024-12-17 04:36:27.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.034e-03, size: 608, ETA: 11:31:12
2024-12-17 04:36:29.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.034e-03, size: 736, ETA: 11:31:10
2024-12-17 04:36:31.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.033e-03, size: 672, ETA: 11:31:08
2024-12-17 04:36:33.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.033e-03, size: 576, ETA: 11:31:05
2024-12-17 04:36:35.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.033e-03, size: 608, ETA: 11:31:02
2024-12-17 04:36:37.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.033e-03, size: 704, ETA: 11:31:00
2024-12-17 04:36:40.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.033e-03, size: 544, ETA: 11:30:58
2024-12-17 04:36:42.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.033e-03, size: 704, ETA: 11:30:56
2024-12-17 04:36:44.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.033e-03, size: 672, ETA: 11:30:54
2024-12-17 04:36:47.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.033e-03, size: 736, ETA: 11:30:52
2024-12-17 04:36:49.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.032e-03, size: 640, ETA: 11:30:51
2024-12-17 04:36:51.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.032e-03, size: 576, ETA: 11:30:48
2024-12-17 04:36:54.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.032e-03, size: 672, ETA: 11:30:46
2024-12-17 04:36:56.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.032e-03, size: 704, ETA: 11:30:45
2024-12-17 04:36:59.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.032e-03, size: 640, ETA: 11:30:43
2024-12-17 04:37:01.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.032e-03, size: 736, ETA: 11:30:40
2024-12-17 04:37:03.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.032e-03, size: 672, ETA: 11:30:38
2024-12-17 04:37:05.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.032e-03, size: 576, ETA: 11:30:35
2024-12-17 04:37:07.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.031e-03, size: 672, ETA: 11:30:32
2024-12-17 04:37:09.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.031e-03, size: 608, ETA: 11:30:29
2024-12-17 04:37:11.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.031e-03, size: 608, ETA: 11:30:27
2024-12-17 04:37:13.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.031e-03, size: 640, ETA: 11:30:25
2024-12-17 04:37:16.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.031e-03, size: 704, ETA: 11:30:23
2024-12-17 04:37:18.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.031e-03, size: 608, ETA: 11:30:22
2024-12-17 04:37:21.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.031e-03, size: 544, ETA: 11:30:20
2024-12-17 04:37:23.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.030e-03, size: 544, ETA: 11:30:19
2024-12-17 04:37:25.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.030e-03, size: 672, ETA: 11:30:16
2024-12-17 04:37:27.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.030e-03, size: 704, ETA: 11:30:13
2024-12-17 04:37:29.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.030e-03, size: 544, ETA: 11:30:10
2024-12-17 04:37:31.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.030e-03, size: 544, ETA: 11:30:08
2024-12-17 04:37:33.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.030e-03, size: 736, ETA: 11:30:05
2024-12-17 04:37:35.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.030e-03, size: 576, ETA: 11:30:02
2024-12-17 04:37:37.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.030e-03, size: 576, ETA: 11:30:00
2024-12-17 04:37:40.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.029e-03, size: 736, ETA: 11:29:59
2024-12-17 04:37:42.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.029e-03, size: 544, ETA: 11:29:57
2024-12-17 04:37:45.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.029e-03, size: 576, ETA: 11:29:56
2024-12-17 04:37:47.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.029e-03, size: 544, ETA: 11:29:54
2024-12-17 04:37:50.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.029e-03, size: 640, ETA: 11:29:52
2024-12-17 04:37:52.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.029e-03, size: 576, ETA: 11:29:49
2024-12-17 04:37:53.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.029e-03, size: 544, ETA: 11:29:46
2024-12-17 04:37:55.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.029e-03, size: 544, ETA: 11:29:43
2024-12-17 04:37:57.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.028e-03, size: 672, ETA: 11:29:40
2024-12-17 04:37:59.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.028e-03, size: 704, ETA: 11:29:37
2024-12-17 04:38:01.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.028e-03, size: 736, ETA: 11:29:35
2024-12-17 04:38:04.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.028e-03, size: 640, ETA: 11:29:33
2024-12-17 04:38:06.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.028e-03, size: 704, ETA: 11:29:31
2024-12-17 04:38:08.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.259s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.028e-03, size: 640, ETA: 11:29:29
2024-12-17 04:38:11.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.028e-03, size: 672, ETA: 11:29:28
2024-12-17 04:38:14.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.028e-03, size: 672, ETA: 11:29:26
2024-12-17 04:38:16.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.027e-03, size: 704, ETA: 11:29:24
2024-12-17 04:38:18.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.027e-03, size: 672, ETA: 11:29:21
2024-12-17 04:38:20.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.027e-03, size: 608, ETA: 11:29:18
2024-12-17 04:38:22.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.027e-03, size: 544, ETA: 11:29:16
2024-12-17 04:38:23.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.027e-03, size: 608, ETA: 11:29:12
2024-12-17 04:38:25.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.027e-03, size: 576, ETA: 11:29:09
2024-12-17 04:38:27.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.027e-03, size: 672, ETA: 11:29:07
2024-12-17 04:38:30.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.026e-03, size: 704, ETA: 11:29:04
2024-12-17 04:38:31.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 33/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.026e-03, size: 544, ETA: 11:29:01
2024-12-17 04:38:32.639 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 04:38:33.053 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch34
2024-12-17 04:38:34.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.026e-03, size: 576, ETA: 11:28:57
2024-12-17 04:38:37.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.026e-03, size: 704, ETA: 11:28:56
2024-12-17 04:38:39.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.026e-03, size: 640, ETA: 11:28:54
2024-12-17 04:38:42.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.026e-03, size: 736, ETA: 11:28:52
2024-12-17 04:38:44.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.026e-03, size: 544, ETA: 11:28:50
2024-12-17 04:38:46.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.026e-03, size: 640, ETA: 11:28:47
2024-12-17 04:38:48.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.025e-03, size: 736, ETA: 11:28:44
2024-12-17 04:38:50.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.025e-03, size: 704, ETA: 11:28:42
2024-12-17 04:38:52.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.025e-03, size: 544, ETA: 11:28:39
2024-12-17 04:38:54.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.025e-03, size: 608, ETA: 11:28:36
2024-12-17 04:38:56.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.025e-03, size: 672, ETA: 11:28:33
2024-12-17 04:38:58.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.025e-03, size: 704, ETA: 11:28:31
2024-12-17 04:39:01.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.025e-03, size: 640, ETA: 11:28:30
2024-12-17 04:39:03.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.024e-03, size: 736, ETA: 11:28:28
2024-12-17 04:39:06.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.024e-03, size: 608, ETA: 11:28:27
2024-12-17 04:39:09.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.024e-03, size: 736, ETA: 11:28:26
2024-12-17 04:39:11.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.024e-03, size: 704, ETA: 11:28:24
2024-12-17 04:39:13.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.024e-03, size: 544, ETA: 11:28:22
2024-12-17 04:39:16.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.024e-03, size: 736, ETA: 11:28:20
2024-12-17 04:39:18.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.024e-03, size: 672, ETA: 11:28:19
2024-12-17 04:39:21.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.024e-03, size: 608, ETA: 11:28:18
2024-12-17 04:39:24.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.023e-03, size: 672, ETA: 11:28:17
2024-12-17 04:39:26.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.023e-03, size: 544, ETA: 11:28:14
2024-12-17 04:39:28.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.023e-03, size: 704, ETA: 11:28:11
2024-12-17 04:39:30.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.023e-03, size: 544, ETA: 11:28:09
2024-12-17 04:39:32.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.023e-03, size: 736, ETA: 11:28:06
2024-12-17 04:39:34.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.023e-03, size: 608, ETA: 11:28:04
2024-12-17 04:39:36.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.023e-03, size: 544, ETA: 11:28:01
2024-12-17 04:39:38.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.023e-03, size: 576, ETA: 11:27:58
2024-12-17 04:39:40.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.022e-03, size: 672, ETA: 11:27:56
2024-12-17 04:39:43.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.022e-03, size: 544, ETA: 11:27:55
2024-12-17 04:39:46.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.022e-03, size: 544, ETA: 11:27:54
2024-12-17 04:39:48.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.022e-03, size: 704, ETA: 11:27:53
2024-12-17 04:39:51.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.022e-03, size: 576, ETA: 11:27:50
2024-12-17 04:39:52.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.022e-03, size: 672, ETA: 11:27:47
2024-12-17 04:39:54.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.022e-03, size: 640, ETA: 11:27:45
2024-12-17 04:39:56.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.021e-03, size: 576, ETA: 11:27:42
2024-12-17 04:39:58.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.021e-03, size: 576, ETA: 11:27:39
2024-12-17 04:40:00.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.021e-03, size: 672, ETA: 11:27:36
2024-12-17 04:40:02.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.021e-03, size: 704, ETA: 11:27:34
2024-12-17 04:40:05.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.021e-03, size: 576, ETA: 11:27:32
2024-12-17 04:40:07.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.021e-03, size: 672, ETA: 11:27:30
2024-12-17 04:40:10.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.021e-03, size: 704, ETA: 11:27:30
2024-12-17 04:40:13.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.021e-03, size: 576, ETA: 11:27:28
2024-12-17 04:40:15.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.020e-03, size: 672, ETA: 11:27:26
2024-12-17 04:40:17.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.020e-03, size: 704, ETA: 11:27:24
2024-12-17 04:40:19.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.020e-03, size: 672, ETA: 11:27:21
2024-12-17 04:40:21.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.020e-03, size: 640, ETA: 11:27:18
2024-12-17 04:40:23.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.020e-03, size: 704, ETA: 11:27:16
2024-12-17 04:40:25.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.020e-03, size: 544, ETA: 11:27:13
2024-12-17 04:40:28.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.020e-03, size: 736, ETA: 11:27:11
2024-12-17 04:40:30.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.020e-03, size: 704, ETA: 11:27:10
2024-12-17 04:40:33.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.019e-03, size: 672, ETA: 11:27:09
2024-12-17 04:40:36.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.019e-03, size: 608, ETA: 11:27:08
2024-12-17 04:40:38.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.019e-03, size: 704, ETA: 11:27:06
2024-12-17 04:40:40.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.019e-03, size: 640, ETA: 11:27:04
2024-12-17 04:40:43.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.019e-03, size: 704, ETA: 11:27:02
2024-12-17 04:40:45.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.019e-03, size: 704, ETA: 11:26:59
2024-12-17 04:40:47.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.019e-03, size: 640, ETA: 11:26:57
2024-12-17 04:40:49.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.018e-03, size: 544, ETA: 11:26:54
2024-12-17 04:40:51.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.018e-03, size: 576, ETA: 11:26:53
2024-12-17 04:40:54.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.018e-03, size: 736, ETA: 11:26:51
2024-12-17 04:40:56.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.018e-03, size: 576, ETA: 11:26:48
2024-12-17 04:40:58.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.018e-03, size: 672, ETA: 11:26:46
2024-12-17 04:41:01.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.018e-03, size: 640, ETA: 11:26:44
2024-12-17 04:41:03.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.018e-03, size: 672, ETA: 11:26:43
2024-12-17 04:41:06.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.018e-03, size: 608, ETA: 11:26:42
2024-12-17 04:41:09.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.017e-03, size: 704, ETA: 11:26:41
2024-12-17 04:41:11.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.017e-03, size: 576, ETA: 11:26:39
2024-12-17 04:41:13.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.017e-03, size: 672, ETA: 11:26:36
2024-12-17 04:41:15.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.017e-03, size: 672, ETA: 11:26:34
2024-12-17 04:41:17.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.017e-03, size: 640, ETA: 11:26:32
2024-12-17 04:41:20.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.017e-03, size: 608, ETA: 11:26:30
2024-12-17 04:41:22.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.017e-03, size: 608, ETA: 11:26:28
2024-12-17 04:41:25.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.017e-03, size: 672, ETA: 11:26:27
2024-12-17 04:41:28.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.016e-03, size: 608, ETA: 11:26:26
2024-12-17 04:41:30.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.016e-03, size: 736, ETA: 11:26:24
2024-12-17 04:41:32.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.016e-03, size: 608, ETA: 11:26:22
2024-12-17 04:41:34.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.016e-03, size: 640, ETA: 11:26:19
2024-12-17 04:41:36.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.016e-03, size: 736, ETA: 11:26:16
2024-12-17 04:41:38.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.016e-03, size: 704, ETA: 11:26:14
2024-12-17 04:41:40.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.016e-03, size: 640, ETA: 11:26:11
2024-12-17 04:41:42.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.015e-03, size: 736, ETA: 11:26:09
2024-12-17 04:41:45.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.015e-03, size: 704, ETA: 11:26:07
2024-12-17 04:41:47.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.015e-03, size: 608, ETA: 11:26:05
2024-12-17 04:41:50.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.015e-03, size: 672, ETA: 11:26:03
2024-12-17 04:41:52.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.015e-03, size: 576, ETA: 11:26:02
2024-12-17 04:41:54.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.015e-03, size: 672, ETA: 11:25:59
2024-12-17 04:41:56.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.015e-03, size: 672, ETA: 11:25:57
2024-12-17 04:41:59.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.015e-03, size: 576, ETA: 11:25:55
2024-12-17 04:42:01.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.014e-03, size: 640, ETA: 11:25:53
2024-12-17 04:42:03.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.014e-03, size: 736, ETA: 11:25:51
2024-12-17 04:42:06.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.014e-03, size: 672, ETA: 11:25:49
2024-12-17 04:42:09.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.014e-03, size: 704, ETA: 11:25:48
2024-12-17 04:42:12.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.291s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.014e-03, size: 608, ETA: 11:25:48
2024-12-17 04:42:14.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.014e-03, size: 608, ETA: 11:25:46
2024-12-17 04:42:16.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.014e-03, size: 640, ETA: 11:25:44
2024-12-17 04:42:18.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.014e-03, size: 640, ETA: 11:25:41
2024-12-17 04:42:20.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.013e-03, size: 640, ETA: 11:25:38
2024-12-17 04:42:22.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.013e-03, size: 544, ETA: 11:25:35
2024-12-17 04:42:24.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.013e-03, size: 704, ETA: 11:25:33
2024-12-17 04:42:26.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.013e-03, size: 544, ETA: 11:25:30
2024-12-17 04:42:28.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.013e-03, size: 608, ETA: 11:25:28
2024-12-17 04:42:31.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 2.013e-03, size: 672, ETA: 11:25:26
2024-12-17 04:42:33.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.013e-03, size: 544, ETA: 11:25:25
2024-12-17 04:42:36.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.012e-03, size: 672, ETA: 11:25:23
2024-12-17 04:42:38.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.012e-03, size: 576, ETA: 11:25:21
2024-12-17 04:42:40.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.012e-03, size: 608, ETA: 11:25:19
2024-12-17 04:42:43.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.012e-03, size: 544, ETA: 11:25:17
2024-12-17 04:42:44.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.012e-03, size: 608, ETA: 11:25:13
2024-12-17 04:42:46.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.012e-03, size: 576, ETA: 11:25:11
2024-12-17 04:42:48.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.012e-03, size: 576, ETA: 11:25:07
2024-12-17 04:42:50.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.012e-03, size: 736, ETA: 11:25:05
2024-12-17 04:42:52.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.011e-03, size: 608, ETA: 11:25:02
2024-12-17 04:42:55.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.011e-03, size: 544, ETA: 11:25:00
2024-12-17 04:42:57.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.011e-03, size: 736, ETA: 11:24:59
2024-12-17 04:43:00.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.011e-03, size: 736, ETA: 11:24:58
2024-12-17 04:43:03.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.011e-03, size: 704, ETA: 11:24:57
2024-12-17 04:43:06.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.011e-03, size: 736, ETA: 11:24:56
2024-12-17 04:43:08.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.011e-03, size: 608, ETA: 11:24:54
2024-12-17 04:43:10.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.011e-03, size: 672, ETA: 11:24:51
2024-12-17 04:43:12.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.004s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.010e-03, size: 672, ETA: 11:24:49
2024-12-17 04:43:14.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.010e-03, size: 672, ETA: 11:24:47
2024-12-17 04:43:16.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 2.010e-03, size: 672, ETA: 11:24:44
2024-12-17 04:43:19.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.010e-03, size: 672, ETA: 11:24:42
2024-12-17 04:43:21.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.010e-03, size: 576, ETA: 11:24:41
2024-12-17 04:43:24.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.010e-03, size: 544, ETA: 11:24:39
2024-12-17 04:43:26.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.010e-03, size: 544, ETA: 11:24:38
2024-12-17 04:43:29.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.009e-03, size: 640, ETA: 11:24:37
2024-12-17 04:43:31.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.009e-03, size: 608, ETA: 11:24:35
2024-12-17 04:43:33.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.009e-03, size: 576, ETA: 11:24:32
2024-12-17 04:43:35.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.009e-03, size: 576, ETA: 11:24:29
2024-12-17 04:43:37.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.009e-03, size: 608, ETA: 11:24:27
2024-12-17 04:43:39.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.009e-03, size: 608, ETA: 11:24:24
2024-12-17 04:43:41.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.009e-03, size: 672, ETA: 11:24:21
2024-12-17 04:43:44.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.009e-03, size: 576, ETA: 11:24:19
2024-12-17 04:43:46.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.008e-03, size: 576, ETA: 11:24:17
2024-12-17 04:43:48.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.008e-03, size: 608, ETA: 11:24:15
2024-12-17 04:43:51.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.008e-03, size: 736, ETA: 11:24:13
2024-12-17 04:43:54.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.008e-03, size: 608, ETA: 11:24:12
2024-12-17 04:43:56.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.008e-03, size: 544, ETA: 11:24:11
2024-12-17 04:43:58.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.008e-03, size: 672, ETA: 11:24:09
2024-12-17 04:44:00.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.008e-03, size: 640, ETA: 11:24:06
2024-12-17 04:44:02.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.008e-03, size: 672, ETA: 11:24:03
2024-12-17 04:44:04.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.007e-03, size: 576, ETA: 11:24:01
2024-12-17 04:44:07.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.007e-03, size: 704, ETA: 11:23:59
2024-12-17 04:44:09.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.007e-03, size: 544, ETA: 11:23:57
2024-12-17 04:44:12.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.007e-03, size: 704, ETA: 11:23:56
2024-12-17 04:44:15.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.007e-03, size: 608, ETA: 11:23:55
2024-12-17 04:44:17.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.007e-03, size: 736, ETA: 11:23:52
2024-12-17 04:44:19.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.007e-03, size: 640, ETA: 11:23:49
2024-12-17 04:44:21.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.006e-03, size: 576, ETA: 11:23:47
2024-12-17 04:44:23.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.006e-03, size: 640, ETA: 11:23:44
2024-12-17 04:44:25.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.006e-03, size: 736, ETA: 11:23:41
2024-12-17 04:44:27.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.006e-03, size: 704, ETA: 11:23:39
2024-12-17 04:44:29.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.006e-03, size: 704, ETA: 11:23:37
2024-12-17 04:44:31.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.006e-03, size: 672, ETA: 11:23:35
2024-12-17 04:44:34.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.006e-03, size: 736, ETA: 11:23:33
2024-12-17 04:44:37.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.006e-03, size: 544, ETA: 11:23:32
2024-12-17 04:44:39.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.005e-03, size: 672, ETA: 11:23:30
2024-12-17 04:44:41.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.005e-03, size: 704, ETA: 11:23:27
2024-12-17 04:44:43.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.005e-03, size: 608, ETA: 11:23:25
2024-12-17 04:44:45.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.005e-03, size: 544, ETA: 11:23:23
2024-12-17 04:44:47.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.005e-03, size: 704, ETA: 11:23:20
2024-12-17 04:44:49.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.005e-03, size: 736, ETA: 11:23:17
2024-12-17 04:44:51.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.005e-03, size: 672, ETA: 11:23:15
2024-12-17 04:44:53.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.004e-03, size: 640, ETA: 11:23:12
2024-12-17 04:44:55.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.004e-03, size: 544, ETA: 11:23:09
2024-12-17 04:44:58.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.004e-03, size: 736, ETA: 11:23:07
2024-12-17 04:45:00.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.004e-03, size: 544, ETA: 11:23:05
2024-12-17 04:45:03.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.004e-03, size: 736, ETA: 11:23:04
2024-12-17 04:45:06.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.004e-03, size: 608, ETA: 11:23:03
2024-12-17 04:45:08.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.004e-03, size: 608, ETA: 11:23:01
2024-12-17 04:45:10.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.004e-03, size: 736, ETA: 11:22:58
2024-12-17 04:45:12.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.003e-03, size: 640, ETA: 11:22:56
2024-12-17 04:45:14.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.003e-03, size: 640, ETA: 11:22:53
2024-12-17 04:45:16.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.003e-03, size: 736, ETA: 11:22:50
2024-12-17 04:45:18.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.003e-03, size: 544, ETA: 11:22:48
2024-12-17 04:45:20.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.003e-03, size: 736, ETA: 11:22:45
2024-12-17 04:45:23.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.003e-03, size: 736, ETA: 11:22:44
2024-12-17 04:45:25.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.003e-03, size: 576, ETA: 11:22:42
2024-12-17 04:45:28.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.003e-03, size: 704, ETA: 11:22:41
2024-12-17 04:45:31.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.002e-03, size: 704, ETA: 11:22:40
2024-12-17 04:45:33.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.002e-03, size: 736, ETA: 11:22:39
2024-12-17 04:45:36.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.002e-03, size: 672, ETA: 11:22:37
2024-12-17 04:45:38.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.002e-03, size: 544, ETA: 11:22:35
2024-12-17 04:45:40.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.002e-03, size: 704, ETA: 11:22:33
2024-12-17 04:45:42.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.002e-03, size: 736, ETA: 11:22:31
2024-12-17 04:45:45.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.002e-03, size: 704, ETA: 11:22:29
2024-12-17 04:45:47.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.001e-03, size: 640, ETA: 11:22:27
2024-12-17 04:45:49.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.001e-03, size: 544, ETA: 11:22:25
2024-12-17 04:45:51.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.001e-03, size: 608, ETA: 11:22:22
2024-12-17 04:45:54.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.001e-03, size: 672, ETA: 11:22:20
2024-12-17 04:45:56.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.001e-03, size: 544, ETA: 11:22:18
2024-12-17 04:45:59.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.001e-03, size: 608, ETA: 11:22:17
2024-12-17 04:46:01.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.001e-03, size: 672, ETA: 11:22:16
2024-12-17 04:46:04.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.001e-03, size: 672, ETA: 11:22:15
2024-12-17 04:46:06.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.000e-03, size: 576, ETA: 11:22:12
2024-12-17 04:46:08.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.000e-03, size: 608, ETA: 11:22:09
2024-12-17 04:46:10.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.000e-03, size: 672, ETA: 11:22:06
2024-12-17 04:46:12.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.000e-03, size: 704, ETA: 11:22:04
2024-12-17 04:46:14.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.000e-03, size: 576, ETA: 11:22:01
2024-12-17 04:46:16.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.000e-03, size: 576, ETA: 11:21:58
2024-12-17 04:46:18.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.000e-03, size: 544, ETA: 11:21:56
2024-12-17 04:46:21.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.999e-03, size: 704, ETA: 11:21:54
2024-12-17 04:46:23.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.999e-03, size: 704, ETA: 11:21:53
2024-12-17 04:46:26.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.300s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.999e-03, size: 640, ETA: 11:21:52
2024-12-17 04:46:29.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.999e-03, size: 640, ETA: 11:21:51
2024-12-17 04:46:31.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.999e-03, size: 736, ETA: 11:21:49
2024-12-17 04:46:33.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.999e-03, size: 672, ETA: 11:21:46
2024-12-17 04:46:35.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.999e-03, size: 672, ETA: 11:21:44
2024-12-17 04:46:37.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.999e-03, size: 672, ETA: 11:21:41
2024-12-17 04:46:39.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.998e-03, size: 544, ETA: 11:21:38
2024-12-17 04:46:41.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.998e-03, size: 576, ETA: 11:21:35
2024-12-17 04:46:44.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.998e-03, size: 640, ETA: 11:21:33
2024-12-17 04:46:46.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.998e-03, size: 608, ETA: 11:21:31
2024-12-17 04:46:48.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.998e-03, size: 736, ETA: 11:21:29
2024-12-17 04:46:51.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.998e-03, size: 640, ETA: 11:21:27
2024-12-17 04:46:53.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.998e-03, size: 576, ETA: 11:21:25
2024-12-17 04:46:55.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.997e-03, size: 576, ETA: 11:21:23
2024-12-17 04:46:57.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.997e-03, size: 608, ETA: 11:21:19
2024-12-17 04:46:59.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.997e-03, size: 544, ETA: 11:21:16
2024-12-17 04:47:01.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.997e-03, size: 640, ETA: 11:21:14
2024-12-17 04:47:03.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.997e-03, size: 672, ETA: 11:21:12
2024-12-17 04:47:05.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.997e-03, size: 704, ETA: 11:21:09
2024-12-17 04:47:07.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.997e-03, size: 544, ETA: 11:21:07
2024-12-17 04:47:10.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.997e-03, size: 672, ETA: 11:21:06
2024-12-17 04:47:12.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.996e-03, size: 640, ETA: 11:21:04
2024-12-17 04:47:15.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.996e-03, size: 608, ETA: 11:21:03
2024-12-17 04:47:17.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.996e-03, size: 544, ETA: 11:21:01
2024-12-17 04:47:20.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.996e-03, size: 640, ETA: 11:20:59
2024-12-17 04:47:21.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.996e-03, size: 672, ETA: 11:20:56
2024-12-17 04:47:24.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.996e-03, size: 640, ETA: 11:20:53
2024-12-17 04:47:25.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.996e-03, size: 736, ETA: 11:20:50
2024-12-17 04:47:28.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.995e-03, size: 704, ETA: 11:20:48
2024-12-17 04:47:29.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.995e-03, size: 576, ETA: 11:20:45
2024-12-17 04:47:31.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.995e-03, size: 736, ETA: 11:20:42
2024-12-17 04:47:34.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.995e-03, size: 576, ETA: 11:20:40
2024-12-17 04:47:36.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.007s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.995e-03, size: 640, ETA: 11:20:39
2024-12-17 04:47:39.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.995e-03, size: 672, ETA: 11:20:37
2024-12-17 04:47:41.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.995e-03, size: 576, ETA: 11:20:35
2024-12-17 04:47:44.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 34/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.995e-03, size: 640, ETA: 11:20:34
2024-12-17 04:47:44.985 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 04:47:45.422 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch35
2024-12-17 04:47:47.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.994e-03, size: 640, ETA: 11:20:29
2024-12-17 04:47:49.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.994e-03, size: 704, ETA: 11:20:27
2024-12-17 04:47:51.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.994e-03, size: 672, ETA: 11:20:24
2024-12-17 04:47:53.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.994e-03, size: 576, ETA: 11:20:22
2024-12-17 04:47:55.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.994e-03, size: 672, ETA: 11:20:19
2024-12-17 04:47:57.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.994e-03, size: 672, ETA: 11:20:17
2024-12-17 04:48:00.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.994e-03, size: 704, ETA: 11:20:15
2024-12-17 04:48:02.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.993e-03, size: 672, ETA: 11:20:14
2024-12-17 04:48:04.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.993e-03, size: 576, ETA: 11:20:12
2024-12-17 04:48:07.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.993e-03, size: 576, ETA: 11:20:10
2024-12-17 04:48:09.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.993e-03, size: 544, ETA: 11:20:08
2024-12-17 04:48:11.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.993e-03, size: 608, ETA: 11:20:05
2024-12-17 04:48:13.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.993e-03, size: 736, ETA: 11:20:02
2024-12-17 04:48:15.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.993e-03, size: 640, ETA: 11:20:00
2024-12-17 04:48:17.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.993e-03, size: 608, ETA: 11:19:57
2024-12-17 04:48:19.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.992e-03, size: 704, ETA: 11:19:54
2024-12-17 04:48:21.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.992e-03, size: 672, ETA: 11:19:52
2024-12-17 04:48:24.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.992e-03, size: 544, ETA: 11:19:50
2024-12-17 04:48:26.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.992e-03, size: 544, ETA: 11:19:48
2024-12-17 04:48:29.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.992e-03, size: 704, ETA: 11:19:47
2024-12-17 04:48:32.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.992e-03, size: 640, ETA: 11:19:46
2024-12-17 04:48:34.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.992e-03, size: 640, ETA: 11:19:44
2024-12-17 04:48:36.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.991e-03, size: 608, ETA: 11:19:41
2024-12-17 04:48:38.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.991e-03, size: 608, ETA: 11:19:38
2024-12-17 04:48:40.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.991e-03, size: 576, ETA: 11:19:36
2024-12-17 04:48:42.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.991e-03, size: 608, ETA: 11:19:33
2024-12-17 04:48:44.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.991e-03, size: 608, ETA: 11:19:30
2024-12-17 04:48:46.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.991e-03, size: 672, ETA: 11:19:28
2024-12-17 04:48:49.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.991e-03, size: 704, ETA: 11:19:27
2024-12-17 04:48:51.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.991e-03, size: 544, ETA: 11:19:25
2024-12-17 04:48:54.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.990e-03, size: 736, ETA: 11:19:23
2024-12-17 04:48:56.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.990e-03, size: 608, ETA: 11:19:22
2024-12-17 04:48:59.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.990e-03, size: 576, ETA: 11:19:20
2024-12-17 04:49:01.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.990e-03, size: 608, ETA: 11:19:17
2024-12-17 04:49:03.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.990e-03, size: 672, ETA: 11:19:15
2024-12-17 04:49:05.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.990e-03, size: 736, ETA: 11:19:12
2024-12-17 04:49:07.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.990e-03, size: 736, ETA: 11:19:10
2024-12-17 04:49:09.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.989e-03, size: 640, ETA: 11:19:07
2024-12-17 04:49:11.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.989e-03, size: 672, ETA: 11:19:05
2024-12-17 04:49:13.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.989e-03, size: 576, ETA: 11:19:03
2024-12-17 04:49:16.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.989e-03, size: 640, ETA: 11:19:01
2024-12-17 04:49:18.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.989e-03, size: 544, ETA: 11:18:59
2024-12-17 04:49:21.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.989e-03, size: 736, ETA: 11:18:58
2024-12-17 04:49:24.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.989e-03, size: 576, ETA: 11:18:57
2024-12-17 04:49:25.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.989e-03, size: 576, ETA: 11:18:54
2024-12-17 04:49:28.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.988e-03, size: 704, ETA: 11:18:51
2024-12-17 04:49:30.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.988e-03, size: 608, ETA: 11:18:49
2024-12-17 04:49:31.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.988e-03, size: 576, ETA: 11:18:46
2024-12-17 04:49:34.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.988e-03, size: 736, ETA: 11:18:43
2024-12-17 04:49:36.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.988e-03, size: 704, ETA: 11:18:41
2024-12-17 04:49:38.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.988e-03, size: 736, ETA: 11:18:39
2024-12-17 04:49:40.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.988e-03, size: 544, ETA: 11:18:36
2024-12-17 04:49:42.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.987e-03, size: 544, ETA: 11:18:34
2024-12-17 04:49:45.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.987e-03, size: 704, ETA: 11:18:33
2024-12-17 04:49:48.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.987e-03, size: 544, ETA: 11:18:32
2024-12-17 04:49:50.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.987e-03, size: 576, ETA: 11:18:30
2024-12-17 04:49:52.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.987e-03, size: 672, ETA: 11:18:27
2024-12-17 04:49:54.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.987e-03, size: 576, ETA: 11:18:25
2024-12-17 04:49:56.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.987e-03, size: 736, ETA: 11:18:22
2024-12-17 04:49:58.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.987e-03, size: 736, ETA: 11:18:20
2024-12-17 04:50:01.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.986e-03, size: 736, ETA: 11:18:18
2024-12-17 04:50:03.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.986e-03, size: 608, ETA: 11:18:16
2024-12-17 04:50:06.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.986e-03, size: 544, ETA: 11:18:14
2024-12-17 04:50:08.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.986e-03, size: 608, ETA: 11:18:12
2024-12-17 04:50:10.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 1.986e-03, size: 704, ETA: 11:18:10
2024-12-17 04:50:12.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.986e-03, size: 736, ETA: 11:18:08
2024-12-17 04:50:14.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.986e-03, size: 544, ETA: 11:18:05
2024-12-17 04:50:16.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.985e-03, size: 608, ETA: 11:18:02
2024-12-17 04:50:18.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.985e-03, size: 640, ETA: 11:17:59
2024-12-17 04:50:21.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.985e-03, size: 640, ETA: 11:17:57
2024-12-17 04:50:23.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.985e-03, size: 544, ETA: 11:17:55
2024-12-17 04:50:25.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.985e-03, size: 608, ETA: 11:17:53
2024-12-17 04:50:28.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.985e-03, size: 576, ETA: 11:17:52
2024-12-17 04:50:31.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.985e-03, size: 704, ETA: 11:17:51
2024-12-17 04:50:33.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.985e-03, size: 672, ETA: 11:17:49
2024-12-17 04:50:35.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.984e-03, size: 576, ETA: 11:17:46
2024-12-17 04:50:37.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.984e-03, size: 576, ETA: 11:17:43
2024-12-17 04:50:39.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.984e-03, size: 672, ETA: 11:17:40
2024-12-17 04:50:41.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.984e-03, size: 672, ETA: 11:17:38
2024-12-17 04:50:43.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.984e-03, size: 736, ETA: 11:17:35
2024-12-17 04:50:45.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.984e-03, size: 608, ETA: 11:17:33
2024-12-17 04:50:47.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.984e-03, size: 672, ETA: 11:17:31
2024-12-17 04:50:50.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.983e-03, size: 640, ETA: 11:17:29
2024-12-17 04:50:53.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.983e-03, size: 672, ETA: 11:17:28
2024-12-17 04:50:55.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.983e-03, size: 704, ETA: 11:17:27
2024-12-17 04:50:57.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.983e-03, size: 576, ETA: 11:17:24
2024-12-17 04:50:59.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.983e-03, size: 704, ETA: 11:17:22
2024-12-17 04:51:01.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.983e-03, size: 704, ETA: 11:17:19
2024-12-17 04:51:04.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.983e-03, size: 704, ETA: 11:17:17
2024-12-17 04:51:05.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.983e-03, size: 544, ETA: 11:17:14
2024-12-17 04:51:07.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.982e-03, size: 640, ETA: 11:17:11
2024-12-17 04:51:10.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.982e-03, size: 672, ETA: 11:17:09
2024-12-17 04:51:12.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.982e-03, size: 704, ETA: 11:17:07
2024-12-17 04:51:15.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.982e-03, size: 672, ETA: 11:17:05
2024-12-17 04:51:17.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.982e-03, size: 544, ETA: 11:17:04
2024-12-17 04:51:20.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.982e-03, size: 608, ETA: 11:17:03
2024-12-17 04:51:22.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.982e-03, size: 576, ETA: 11:17:00
2024-12-17 04:51:24.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.981e-03, size: 544, ETA: 11:16:58
2024-12-17 04:51:26.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.981e-03, size: 608, ETA: 11:16:55
2024-12-17 04:51:28.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.981e-03, size: 576, ETA: 11:16:52
2024-12-17 04:51:30.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.981e-03, size: 736, ETA: 11:16:49
2024-12-17 04:51:32.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.981e-03, size: 704, ETA: 11:16:46
2024-12-17 04:51:34.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.981e-03, size: 672, ETA: 11:16:44
2024-12-17 04:51:37.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.981e-03, size: 608, ETA: 11:16:43
2024-12-17 04:51:39.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.981e-03, size: 544, ETA: 11:16:41
2024-12-17 04:51:42.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.980e-03, size: 640, ETA: 11:16:40
2024-12-17 04:51:44.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.980e-03, size: 704, ETA: 11:16:38
2024-12-17 04:51:46.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.980e-03, size: 544, ETA: 11:16:35
2024-12-17 04:51:48.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.980e-03, size: 544, ETA: 11:16:32
2024-12-17 04:51:50.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.980e-03, size: 640, ETA: 11:16:29
2024-12-17 04:51:52.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.980e-03, size: 704, ETA: 11:16:27
2024-12-17 04:51:54.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.980e-03, size: 608, ETA: 11:16:24
2024-12-17 04:51:56.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.979e-03, size: 704, ETA: 11:16:22
2024-12-17 04:51:59.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.979e-03, size: 736, ETA: 11:16:20
2024-12-17 04:52:01.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.979e-03, size: 704, ETA: 11:16:18
2024-12-17 04:52:04.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.979e-03, size: 608, ETA: 11:16:17
2024-12-17 04:52:06.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.979e-03, size: 736, ETA: 11:16:16
2024-12-17 04:52:09.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.979e-03, size: 544, ETA: 11:16:14
2024-12-17 04:52:11.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.979e-03, size: 544, ETA: 11:16:11
2024-12-17 04:52:12.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.979e-03, size: 608, ETA: 11:16:08
2024-12-17 04:52:14.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.978e-03, size: 736, ETA: 11:16:05
2024-12-17 04:52:16.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.978e-03, size: 704, ETA: 11:16:02
2024-12-17 04:52:18.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.978e-03, size: 640, ETA: 11:16:00
2024-12-17 04:52:20.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.978e-03, size: 576, ETA: 11:15:57
2024-12-17 04:52:23.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.978e-03, size: 640, ETA: 11:15:55
2024-12-17 04:52:25.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.978e-03, size: 672, ETA: 11:15:53
2024-12-17 04:52:28.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.978e-03, size: 704, ETA: 11:15:52
2024-12-17 04:52:30.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.977e-03, size: 544, ETA: 11:15:50
2024-12-17 04:52:33.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.977e-03, size: 608, ETA: 11:15:49
2024-12-17 04:52:35.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.977e-03, size: 640, ETA: 11:15:46
2024-12-17 04:52:37.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.977e-03, size: 736, ETA: 11:15:44
2024-12-17 04:52:39.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.977e-03, size: 672, ETA: 11:15:41
2024-12-17 04:52:41.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.977e-03, size: 672, ETA: 11:15:38
2024-12-17 04:52:43.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.977e-03, size: 544, ETA: 11:15:36
2024-12-17 04:52:45.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.976e-03, size: 576, ETA: 11:15:32
2024-12-17 04:52:47.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.976e-03, size: 576, ETA: 11:15:30
2024-12-17 04:52:50.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.976e-03, size: 672, ETA: 11:15:29
2024-12-17 04:52:52.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.976e-03, size: 640, ETA: 11:15:27
2024-12-17 04:52:55.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.976e-03, size: 672, ETA: 11:15:26
2024-12-17 04:52:58.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.976e-03, size: 704, ETA: 11:15:25
2024-12-17 04:53:00.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.976e-03, size: 544, ETA: 11:15:23
2024-12-17 04:53:02.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.976e-03, size: 544, ETA: 11:15:20
2024-12-17 04:53:04.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.975e-03, size: 576, ETA: 11:15:17
2024-12-17 04:53:06.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.975e-03, size: 672, ETA: 11:15:14
2024-12-17 04:53:08.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.975e-03, size: 608, ETA: 11:15:12
2024-12-17 04:53:10.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.975e-03, size: 608, ETA: 11:15:09
2024-12-17 04:53:12.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.975e-03, size: 640, ETA: 11:15:07
2024-12-17 04:53:15.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.975e-03, size: 640, ETA: 11:15:06
2024-12-17 04:53:17.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.975e-03, size: 704, ETA: 11:15:05
2024-12-17 04:53:20.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.974e-03, size: 576, ETA: 11:15:03
2024-12-17 04:53:22.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.974e-03, size: 544, ETA: 11:15:01
2024-12-17 04:53:25.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.974e-03, size: 608, ETA: 11:15:00
2024-12-17 04:53:27.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.974e-03, size: 704, ETA: 11:14:57
2024-12-17 04:53:29.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.974e-03, size: 608, ETA: 11:14:54
2024-12-17 04:53:31.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.974e-03, size: 608, ETA: 11:14:51
2024-12-17 04:53:33.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.974e-03, size: 704, ETA: 11:14:49
2024-12-17 04:53:35.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.974e-03, size: 608, ETA: 11:14:47
2024-12-17 04:53:37.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.973e-03, size: 576, ETA: 11:14:44
2024-12-17 04:53:40.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.973e-03, size: 672, ETA: 11:14:42
2024-12-17 04:53:42.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.973e-03, size: 608, ETA: 11:14:40
2024-12-17 04:53:45.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.973e-03, size: 736, ETA: 11:14:39
2024-12-17 04:53:47.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.973e-03, size: 544, ETA: 11:14:37
2024-12-17 04:53:50.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.973e-03, size: 704, ETA: 11:14:36
2024-12-17 04:53:52.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.973e-03, size: 608, ETA: 11:14:33
2024-12-17 04:53:53.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.972e-03, size: 640, ETA: 11:14:30
2024-12-17 04:53:55.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.972e-03, size: 736, ETA: 11:14:27
2024-12-17 04:53:57.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.972e-03, size: 544, ETA: 11:14:24
2024-12-17 04:53:59.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.972e-03, size: 672, ETA: 11:14:21
2024-12-17 04:54:01.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.972e-03, size: 608, ETA: 11:14:19
2024-12-17 04:54:04.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.972e-03, size: 576, ETA: 11:14:17
2024-12-17 04:54:06.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.972e-03, size: 576, ETA: 11:14:14
2024-12-17 04:54:08.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.972e-03, size: 608, ETA: 11:14:12
2024-12-17 04:54:10.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.971e-03, size: 640, ETA: 11:14:10
2024-12-17 04:54:13.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.971e-03, size: 704, ETA: 11:14:09
2024-12-17 04:54:15.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.971e-03, size: 576, ETA: 11:14:06
2024-12-17 04:54:17.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.971e-03, size: 544, ETA: 11:14:03
2024-12-17 04:54:19.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.971e-03, size: 704, ETA: 11:14:01
2024-12-17 04:54:21.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.971e-03, size: 640, ETA: 11:13:58
2024-12-17 04:54:23.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.971e-03, size: 672, ETA: 11:13:55
2024-12-17 04:54:25.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.970e-03, size: 704, ETA: 11:13:52
2024-12-17 04:54:27.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.970e-03, size: 672, ETA: 11:13:51
2024-12-17 04:54:30.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.970e-03, size: 736, ETA: 11:13:49
2024-12-17 04:54:33.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.970e-03, size: 704, ETA: 11:13:49
2024-12-17 04:54:36.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.970e-03, size: 704, ETA: 11:13:48
2024-12-17 04:54:38.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.970e-03, size: 576, ETA: 11:13:46
2024-12-17 04:54:40.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.970e-03, size: 640, ETA: 11:13:43
2024-12-17 04:54:42.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.969e-03, size: 576, ETA: 11:13:40
2024-12-17 04:54:44.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.969e-03, size: 672, ETA: 11:13:38
2024-12-17 04:54:46.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.969e-03, size: 576, ETA: 11:13:35
2024-12-17 04:54:48.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.969e-03, size: 640, ETA: 11:13:32
2024-12-17 04:54:50.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.969e-03, size: 608, ETA: 11:13:30
2024-12-17 04:54:53.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.969e-03, size: 672, ETA: 11:13:28
2024-12-17 04:54:55.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.969e-03, size: 608, ETA: 11:13:26
2024-12-17 04:54:57.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.969e-03, size: 640, ETA: 11:13:24
2024-12-17 04:55:00.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.968e-03, size: 672, ETA: 11:13:23
2024-12-17 04:55:02.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.968e-03, size: 576, ETA: 11:13:21
2024-12-17 04:55:04.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.968e-03, size: 576, ETA: 11:13:18
2024-12-17 04:55:06.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.968e-03, size: 704, ETA: 11:13:15
2024-12-17 04:55:08.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.968e-03, size: 576, ETA: 11:13:12
2024-12-17 04:55:10.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.968e-03, size: 672, ETA: 11:13:09
2024-12-17 04:55:12.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.968e-03, size: 672, ETA: 11:13:06
2024-12-17 04:55:14.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.967e-03, size: 704, ETA: 11:13:04
2024-12-17 04:55:16.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.967e-03, size: 736, ETA: 11:13:02
2024-12-17 04:55:18.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.967e-03, size: 576, ETA: 11:13:00
2024-12-17 04:55:21.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.967e-03, size: 736, ETA: 11:12:58
2024-12-17 04:55:23.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.967e-03, size: 576, ETA: 11:12:57
2024-12-17 04:55:26.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.967e-03, size: 608, ETA: 11:12:55
2024-12-17 04:55:28.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.967e-03, size: 704, ETA: 11:12:52
2024-12-17 04:55:30.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.967e-03, size: 704, ETA: 11:12:49
2024-12-17 04:55:32.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.966e-03, size: 672, ETA: 11:12:47
2024-12-17 04:55:34.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.966e-03, size: 576, ETA: 11:12:44
2024-12-17 04:55:36.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.966e-03, size: 640, ETA: 11:12:41
2024-12-17 04:55:38.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.966e-03, size: 736, ETA: 11:12:39
2024-12-17 04:55:40.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.966e-03, size: 576, ETA: 11:12:37
2024-12-17 04:55:43.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.966e-03, size: 704, ETA: 11:12:35
2024-12-17 04:55:46.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.966e-03, size: 672, ETA: 11:12:34
2024-12-17 04:55:48.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.965e-03, size: 576, ETA: 11:12:33
2024-12-17 04:55:50.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.965e-03, size: 608, ETA: 11:12:31
2024-12-17 04:55:52.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.965e-03, size: 544, ETA: 11:12:28
2024-12-17 04:55:54.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.965e-03, size: 672, ETA: 11:12:25
2024-12-17 04:55:56.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.965e-03, size: 672, ETA: 11:12:22
2024-12-17 04:55:58.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.965e-03, size: 704, ETA: 11:12:19
2024-12-17 04:56:00.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.965e-03, size: 544, ETA: 11:12:16
2024-12-17 04:56:02.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.964e-03, size: 576, ETA: 11:12:14
2024-12-17 04:56:04.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.964e-03, size: 608, ETA: 11:12:11
2024-12-17 04:56:07.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.964e-03, size: 736, ETA: 11:12:10
2024-12-17 04:56:09.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.964e-03, size: 576, ETA: 11:12:08
2024-12-17 04:56:12.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.280s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.964e-03, size: 704, ETA: 11:12:07
2024-12-17 04:56:15.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.964e-03, size: 544, ETA: 11:12:06
2024-12-17 04:56:17.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.964e-03, size: 736, ETA: 11:12:03
2024-12-17 04:56:19.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.964e-03, size: 608, ETA: 11:12:00
2024-12-17 04:56:21.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.963e-03, size: 640, ETA: 11:11:58
2024-12-17 04:56:23.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.963e-03, size: 640, ETA: 11:11:55
2024-12-17 04:56:25.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.963e-03, size: 608, ETA: 11:11:52
2024-12-17 04:56:26.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.963e-03, size: 640, ETA: 11:11:49
2024-12-17 04:56:29.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.963e-03, size: 704, ETA: 11:11:47
2024-12-17 04:56:31.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.963e-03, size: 736, ETA: 11:11:45
2024-12-17 04:56:34.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.963e-03, size: 704, ETA: 11:11:44
2024-12-17 04:56:36.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.008s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.962e-03, size: 704, ETA: 11:11:42
2024-12-17 04:56:38.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.962e-03, size: 608, ETA: 11:11:39
2024-12-17 04:56:40.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.962e-03, size: 576, ETA: 11:11:36
2024-12-17 04:56:42.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 35/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.962e-03, size: 736, ETA: 11:11:34
2024-12-17 04:56:43.500 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 04:56:43.925 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch36
2024-12-17 04:56:45.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.962e-03, size: 576, ETA: 11:11:30
2024-12-17 04:56:47.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.962e-03, size: 544, ETA: 11:11:27
2024-12-17 04:56:50.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.962e-03, size: 576, ETA: 11:11:25
2024-12-17 04:56:52.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.961e-03, size: 576, ETA: 11:11:23
2024-12-17 04:56:54.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.961e-03, size: 544, ETA: 11:11:21
2024-12-17 04:56:57.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.961e-03, size: 736, ETA: 11:11:20
2024-12-17 04:57:00.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.961e-03, size: 672, ETA: 11:11:19
2024-12-17 04:57:02.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.961e-03, size: 672, ETA: 11:11:16
2024-12-17 04:57:03.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.961e-03, size: 608, ETA: 11:11:13
2024-12-17 04:57:06.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.961e-03, size: 672, ETA: 11:11:11
2024-12-17 04:57:09.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.961e-03, size: 672, ETA: 11:11:10
2024-12-17 04:57:11.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.250s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.960e-03, size: 672, ETA: 11:11:08
2024-12-17 04:57:13.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.960e-03, size: 576, ETA: 11:11:06
2024-12-17 04:57:15.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.960e-03, size: 672, ETA: 11:11:03
2024-12-17 04:57:17.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.960e-03, size: 576, ETA: 11:11:00
2024-12-17 04:57:19.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.960e-03, size: 576, ETA: 11:10:58
2024-12-17 04:57:21.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.960e-03, size: 704, ETA: 11:10:55
2024-12-17 04:57:23.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.960e-03, size: 544, ETA: 11:10:52
2024-12-17 04:57:25.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.959e-03, size: 608, ETA: 11:10:49
2024-12-17 04:57:27.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.959e-03, size: 544, ETA: 11:10:47
2024-12-17 04:57:30.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.959e-03, size: 704, ETA: 11:10:45
2024-12-17 04:57:32.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.959e-03, size: 736, ETA: 11:10:44
2024-12-17 04:57:34.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.959e-03, size: 640, ETA: 11:10:41
2024-12-17 04:57:37.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.959e-03, size: 576, ETA: 11:10:39
2024-12-17 04:57:39.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.959e-03, size: 672, ETA: 11:10:37
2024-12-17 04:57:41.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.958e-03, size: 736, ETA: 11:10:35
2024-12-17 04:57:43.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.958e-03, size: 672, ETA: 11:10:32
2024-12-17 04:57:45.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.958e-03, size: 640, ETA: 11:10:30
2024-12-17 04:57:47.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.958e-03, size: 704, ETA: 11:10:27
2024-12-17 04:57:49.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.958e-03, size: 704, ETA: 11:10:25
2024-12-17 04:57:51.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.958e-03, size: 608, ETA: 11:10:22
2024-12-17 04:57:53.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.958e-03, size: 576, ETA: 11:10:19
2024-12-17 04:57:56.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.958e-03, size: 736, ETA: 11:10:18
2024-12-17 04:57:59.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.957e-03, size: 640, ETA: 11:10:17
2024-12-17 04:58:01.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.247s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.957e-03, size: 640, ETA: 11:10:15
2024-12-17 04:58:04.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.957e-03, size: 640, ETA: 11:10:13
2024-12-17 04:58:05.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.957e-03, size: 576, ETA: 11:10:10
2024-12-17 04:58:07.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.957e-03, size: 576, ETA: 11:10:07
2024-12-17 04:58:09.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.957e-03, size: 576, ETA: 11:10:04
2024-12-17 04:58:11.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.957e-03, size: 576, ETA: 11:10:02
2024-12-17 04:58:13.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.956e-03, size: 544, ETA: 11:09:59
2024-12-17 04:58:15.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.956e-03, size: 640, ETA: 11:09:57
2024-12-17 04:58:18.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.956e-03, size: 736, ETA: 11:09:55
2024-12-17 04:58:20.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.956e-03, size: 544, ETA: 11:09:53
2024-12-17 04:58:23.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.956e-03, size: 608, ETA: 11:09:52
2024-12-17 04:58:26.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.956e-03, size: 640, ETA: 11:09:51
2024-12-17 04:58:28.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.956e-03, size: 576, ETA: 11:09:48
2024-12-17 04:58:30.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.955e-03, size: 704, ETA: 11:09:46
2024-12-17 04:58:32.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.955e-03, size: 704, ETA: 11:09:43
2024-12-17 04:58:34.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.955e-03, size: 576, ETA: 11:09:40
2024-12-17 04:58:36.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.955e-03, size: 736, ETA: 11:09:38
2024-12-17 04:58:38.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.955e-03, size: 576, ETA: 11:09:35
2024-12-17 04:58:40.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.955e-03, size: 544, ETA: 11:09:32
2024-12-17 04:58:42.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.955e-03, size: 576, ETA: 11:09:29
2024-12-17 04:58:44.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.955e-03, size: 640, ETA: 11:09:27
2024-12-17 04:58:47.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.954e-03, size: 736, ETA: 11:09:26
2024-12-17 04:58:49.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.954e-03, size: 672, ETA: 11:09:25
2024-12-17 04:58:52.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.954e-03, size: 640, ETA: 11:09:23
2024-12-17 04:58:54.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.954e-03, size: 704, ETA: 11:09:20
2024-12-17 04:58:56.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.954e-03, size: 608, ETA: 11:09:17
2024-12-17 04:58:58.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.954e-03, size: 736, ETA: 11:09:15
2024-12-17 04:59:00.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.954e-03, size: 640, ETA: 11:09:12
2024-12-17 04:59:02.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.953e-03, size: 576, ETA: 11:09:09
2024-12-17 04:59:04.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.953e-03, size: 640, ETA: 11:09:06
2024-12-17 04:59:06.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.953e-03, size: 640, ETA: 11:09:04
2024-12-17 04:59:08.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.953e-03, size: 736, ETA: 11:09:02
2024-12-17 04:59:11.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.953e-03, size: 544, ETA: 11:09:01
2024-12-17 04:59:14.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.953e-03, size: 672, ETA: 11:09:00
2024-12-17 04:59:16.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.953e-03, size: 704, ETA: 11:08:58
2024-12-17 04:59:18.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.952e-03, size: 736, ETA: 11:08:56
2024-12-17 04:59:20.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.952e-03, size: 640, ETA: 11:08:53
2024-12-17 04:59:22.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.952e-03, size: 704, ETA: 11:08:50
2024-12-17 04:59:24.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.952e-03, size: 608, ETA: 11:08:47
2024-12-17 04:59:26.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.952e-03, size: 640, ETA: 11:08:44
2024-12-17 04:59:28.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.952e-03, size: 672, ETA: 11:08:42
2024-12-17 04:59:31.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.952e-03, size: 704, ETA: 11:08:40
2024-12-17 04:59:33.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.952e-03, size: 672, ETA: 11:08:38
2024-12-17 04:59:35.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.951e-03, size: 672, ETA: 11:08:37
2024-12-17 04:59:38.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.951e-03, size: 672, ETA: 11:08:36
2024-12-17 04:59:40.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.951e-03, size: 672, ETA: 11:08:33
2024-12-17 04:59:43.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.951e-03, size: 704, ETA: 11:08:31
2024-12-17 04:59:45.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.951e-03, size: 704, ETA: 11:08:28
2024-12-17 04:59:47.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.951e-03, size: 736, ETA: 11:08:26
2024-12-17 04:59:49.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.951e-03, size: 544, ETA: 11:08:23
2024-12-17 04:59:51.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.950e-03, size: 672, ETA: 11:08:21
2024-12-17 04:59:53.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.950e-03, size: 544, ETA: 11:08:18
2024-12-17 04:59:55.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.950e-03, size: 640, ETA: 11:08:16
2024-12-17 04:59:58.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.950e-03, size: 640, ETA: 11:08:14
2024-12-17 05:00:00.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.950e-03, size: 736, ETA: 11:08:13
2024-12-17 05:00:03.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.950e-03, size: 544, ETA: 11:08:12
2024-12-17 05:00:05.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.950e-03, size: 576, ETA: 11:08:09
2024-12-17 05:00:07.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.949e-03, size: 672, ETA: 11:08:06
2024-12-17 05:00:09.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.949e-03, size: 672, ETA: 11:08:04
2024-12-17 05:00:11.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.949e-03, size: 640, ETA: 11:08:01
2024-12-17 05:00:13.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.949e-03, size: 704, ETA: 11:07:59
2024-12-17 05:00:15.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.949e-03, size: 544, ETA: 11:07:56
2024-12-17 05:00:17.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.949e-03, size: 672, ETA: 11:07:54
2024-12-17 05:00:20.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.949e-03, size: 640, ETA: 11:07:52
2024-12-17 05:00:22.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.949e-03, size: 672, ETA: 11:07:50
2024-12-17 05:00:25.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.948e-03, size: 736, ETA: 11:07:49
2024-12-17 05:00:27.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.948e-03, size: 704, ETA: 11:07:46
2024-12-17 05:00:29.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.948e-03, size: 544, ETA: 11:07:43
2024-12-17 05:00:30.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.948e-03, size: 576, ETA: 11:07:40
2024-12-17 05:00:32.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.948e-03, size: 608, ETA: 11:07:37
2024-12-17 05:00:34.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.948e-03, size: 640, ETA: 11:07:34
2024-12-17 05:00:36.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.948e-03, size: 640, ETA: 11:07:32
2024-12-17 05:00:39.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.947e-03, size: 608, ETA: 11:07:30
2024-12-17 05:00:41.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.947e-03, size: 736, ETA: 11:07:28
2024-12-17 05:00:44.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.947e-03, size: 736, ETA: 11:07:27
2024-12-17 05:00:46.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.947e-03, size: 608, ETA: 11:07:25
2024-12-17 05:00:48.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.947e-03, size: 640, ETA: 11:07:22
2024-12-17 05:00:50.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.947e-03, size: 576, ETA: 11:07:19
2024-12-17 05:00:52.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.947e-03, size: 640, ETA: 11:07:16
2024-12-17 05:00:54.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.946e-03, size: 608, ETA: 11:07:13
2024-12-17 05:00:56.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.946e-03, size: 672, ETA: 11:07:11
2024-12-17 05:00:58.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.946e-03, size: 544, ETA: 11:07:08
2024-12-17 05:01:00.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.946e-03, size: 704, ETA: 11:07:06
2024-12-17 05:01:03.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.946e-03, size: 672, ETA: 11:07:04
2024-12-17 05:01:05.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.946e-03, size: 576, ETA: 11:07:03
2024-12-17 05:01:07.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.946e-03, size: 640, ETA: 11:07:01
2024-12-17 05:01:10.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.277s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.946e-03, size: 736, ETA: 11:07:00
2024-12-17 05:01:12.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.945e-03, size: 704, ETA: 11:06:57
2024-12-17 05:01:14.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.945e-03, size: 640, ETA: 11:06:54
2024-12-17 05:01:16.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.945e-03, size: 544, ETA: 11:06:51
2024-12-17 05:01:18.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.945e-03, size: 704, ETA: 11:06:48
2024-12-17 05:01:20.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.945e-03, size: 672, ETA: 11:06:46
2024-12-17 05:01:22.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.171s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.945e-03, size: 544, ETA: 11:06:43
2024-12-17 05:01:24.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.945e-03, size: 576, ETA: 11:06:40
2024-12-17 05:01:26.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.944e-03, size: 736, ETA: 11:06:38
2024-12-17 05:01:29.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.944e-03, size: 672, ETA: 11:06:36
2024-12-17 05:01:32.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.944e-03, size: 704, ETA: 11:06:36
2024-12-17 05:01:34.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.944e-03, size: 672, ETA: 11:06:34
2024-12-17 05:01:36.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.944e-03, size: 576, ETA: 11:06:31
2024-12-17 05:01:38.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.944e-03, size: 640, ETA: 11:06:28
2024-12-17 05:01:40.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.944e-03, size: 640, ETA: 11:06:25
2024-12-17 05:01:42.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.943e-03, size: 608, ETA: 11:06:22
2024-12-17 05:01:44.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.943e-03, size: 640, ETA: 11:06:20
2024-12-17 05:01:46.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.943e-03, size: 544, ETA: 11:06:17
2024-12-17 05:01:48.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.943e-03, size: 576, ETA: 11:06:15
2024-12-17 05:01:50.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.943e-03, size: 640, ETA: 11:06:13
2024-12-17 05:01:53.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.943e-03, size: 672, ETA: 11:06:11
2024-12-17 05:01:55.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.943e-03, size: 704, ETA: 11:06:10
2024-12-17 05:01:58.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.942e-03, size: 576, ETA: 11:06:08
2024-12-17 05:02:00.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.942e-03, size: 640, ETA: 11:06:06
2024-12-17 05:02:02.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.942e-03, size: 544, ETA: 11:06:02
2024-12-17 05:02:04.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.942e-03, size: 608, ETA: 11:06:00
2024-12-17 05:02:06.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.942e-03, size: 608, ETA: 11:05:57
2024-12-17 05:02:08.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.942e-03, size: 704, ETA: 11:05:55
2024-12-17 05:02:10.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.942e-03, size: 704, ETA: 11:05:53
2024-12-17 05:02:12.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.942e-03, size: 704, ETA: 11:05:51
2024-12-17 05:02:15.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.941e-03, size: 736, ETA: 11:05:49
2024-12-17 05:02:17.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.941e-03, size: 576, ETA: 11:05:47
2024-12-17 05:02:21.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.941e-03, size: 704, ETA: 11:05:47
2024-12-17 05:02:23.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.941e-03, size: 704, ETA: 11:05:46
2024-12-17 05:02:25.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.941e-03, size: 544, ETA: 11:05:43
2024-12-17 05:02:27.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.941e-03, size: 544, ETA: 11:05:40
2024-12-17 05:02:29.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.941e-03, size: 544, ETA: 11:05:37
2024-12-17 05:02:31.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.940e-03, size: 704, ETA: 11:05:34
2024-12-17 05:02:33.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.940e-03, size: 640, ETA: 11:05:32
2024-12-17 05:02:35.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.940e-03, size: 704, ETA: 11:05:30
2024-12-17 05:02:38.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.940e-03, size: 608, ETA: 11:05:28
2024-12-17 05:02:40.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.940e-03, size: 544, ETA: 11:05:26
2024-12-17 05:02:42.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.940e-03, size: 672, ETA: 11:05:24
2024-12-17 05:02:45.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.940e-03, size: 704, ETA: 11:05:23
2024-12-17 05:02:48.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.939e-03, size: 640, ETA: 11:05:21
2024-12-17 05:02:50.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.939e-03, size: 704, ETA: 11:05:19
2024-12-17 05:02:52.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.939e-03, size: 736, ETA: 11:05:16
2024-12-17 05:02:54.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.939e-03, size: 672, ETA: 11:05:13
2024-12-17 05:02:56.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.939e-03, size: 672, ETA: 11:05:10
2024-12-17 05:02:57.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.939e-03, size: 576, ETA: 11:05:07
2024-12-17 05:02:59.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.939e-03, size: 640, ETA: 11:05:05
2024-12-17 05:03:02.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.938e-03, size: 672, ETA: 11:05:03
2024-12-17 05:03:04.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.938e-03, size: 640, ETA: 11:05:01
2024-12-17 05:03:06.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.938e-03, size: 544, ETA: 11:04:58
2024-12-17 05:03:09.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.938e-03, size: 736, ETA: 11:04:57
2024-12-17 05:03:11.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.938e-03, size: 576, ETA: 11:04:55
2024-12-17 05:03:13.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.938e-03, size: 608, ETA: 11:04:52
2024-12-17 05:03:15.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.938e-03, size: 672, ETA: 11:04:50
2024-12-17 05:03:17.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.938e-03, size: 736, ETA: 11:04:47
2024-12-17 05:03:19.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.937e-03, size: 704, ETA: 11:04:44
2024-12-17 05:03:21.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.937e-03, size: 736, ETA: 11:04:42
2024-12-17 05:03:23.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.937e-03, size: 576, ETA: 11:04:39
2024-12-17 05:03:26.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.937e-03, size: 576, ETA: 11:04:37
2024-12-17 05:03:28.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.937e-03, size: 736, ETA: 11:04:35
2024-12-17 05:03:31.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.937e-03, size: 576, ETA: 11:04:34
2024-12-17 05:03:33.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.937e-03, size: 576, ETA: 11:04:32
2024-12-17 05:03:36.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.936e-03, size: 736, ETA: 11:04:30
2024-12-17 05:03:37.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.936e-03, size: 704, ETA: 11:04:28
2024-12-17 05:03:39.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.936e-03, size: 544, ETA: 11:04:25
2024-12-17 05:03:41.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.936e-03, size: 640, ETA: 11:04:22
2024-12-17 05:03:43.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.936e-03, size: 608, ETA: 11:04:19
2024-12-17 05:03:45.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.936e-03, size: 608, ETA: 11:04:16
2024-12-17 05:03:47.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.936e-03, size: 704, ETA: 11:04:14
2024-12-17 05:03:50.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.935e-03, size: 736, ETA: 11:04:12
2024-12-17 05:03:52.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.935e-03, size: 640, ETA: 11:04:10
2024-12-17 05:03:55.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.935e-03, size: 608, ETA: 11:04:09
2024-12-17 05:03:57.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.935e-03, size: 704, ETA: 11:04:07
2024-12-17 05:04:00.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.935e-03, size: 576, ETA: 11:04:06
2024-12-17 05:04:02.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.935e-03, size: 544, ETA: 11:04:03
2024-12-17 05:04:04.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.935e-03, size: 576, ETA: 11:04:00
2024-12-17 05:04:05.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.934e-03, size: 576, ETA: 11:03:57
2024-12-17 05:04:07.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.934e-03, size: 544, ETA: 11:03:54
2024-12-17 05:04:09.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.934e-03, size: 672, ETA: 11:03:51
2024-12-17 05:04:12.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.934e-03, size: 736, ETA: 11:03:49
2024-12-17 05:04:14.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.934e-03, size: 608, ETA: 11:03:47
2024-12-17 05:04:16.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.934e-03, size: 544, ETA: 11:03:45
2024-12-17 05:04:19.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.934e-03, size: 640, ETA: 11:03:43
2024-12-17 05:04:20.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.934e-03, size: 640, ETA: 11:03:40
2024-12-17 05:04:22.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.933e-03, size: 736, ETA: 11:03:38
2024-12-17 05:04:24.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.933e-03, size: 640, ETA: 11:03:35
2024-12-17 05:04:26.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.933e-03, size: 672, ETA: 11:03:32
2024-12-17 05:04:29.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.933e-03, size: 736, ETA: 11:03:30
2024-12-17 05:04:30.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.933e-03, size: 544, ETA: 11:03:27
2024-12-17 05:04:33.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.933e-03, size: 672, ETA: 11:03:25
2024-12-17 05:04:35.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.933e-03, size: 640, ETA: 11:03:23
2024-12-17 05:04:37.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.932e-03, size: 576, ETA: 11:03:21
2024-12-17 05:04:40.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.932e-03, size: 576, ETA: 11:03:19
2024-12-17 05:04:42.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.932e-03, size: 672, ETA: 11:03:17
2024-12-17 05:04:44.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.932e-03, size: 704, ETA: 11:03:14
2024-12-17 05:04:46.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.932e-03, size: 640, ETA: 11:03:12
2024-12-17 05:04:48.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.932e-03, size: 640, ETA: 11:03:09
2024-12-17 05:04:50.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.932e-03, size: 640, ETA: 11:03:06
2024-12-17 05:04:52.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.931e-03, size: 640, ETA: 11:03:04
2024-12-17 05:04:54.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.931e-03, size: 544, ETA: 11:03:01
2024-12-17 05:04:56.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.931e-03, size: 672, ETA: 11:02:59
2024-12-17 05:04:59.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.931e-03, size: 672, ETA: 11:02:57
2024-12-17 05:05:01.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.931e-03, size: 544, ETA: 11:02:55
2024-12-17 05:05:04.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.931e-03, size: 576, ETA: 11:02:53
2024-12-17 05:05:06.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.931e-03, size: 672, ETA: 11:02:52
2024-12-17 05:05:09.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.930e-03, size: 608, ETA: 11:02:50
2024-12-17 05:05:11.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.930e-03, size: 672, ETA: 11:02:47
2024-12-17 05:05:13.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.930e-03, size: 704, ETA: 11:02:45
2024-12-17 05:05:15.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.930e-03, size: 672, ETA: 11:02:42
2024-12-17 05:05:17.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.930e-03, size: 736, ETA: 11:02:40
2024-12-17 05:05:19.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.930e-03, size: 736, ETA: 11:02:37
2024-12-17 05:05:21.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.930e-03, size: 576, ETA: 11:02:34
2024-12-17 05:05:23.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.930e-03, size: 544, ETA: 11:02:33
2024-12-17 05:05:25.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.929e-03, size: 576, ETA: 11:02:30
2024-12-17 05:05:28.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.276s, data_time: 0.017s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.929e-03, size: 576, ETA: 11:02:29
2024-12-17 05:05:31.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.929e-03, size: 544, ETA: 11:02:28
2024-12-17 05:05:33.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.929e-03, size: 704, ETA: 11:02:26
2024-12-17 05:05:35.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 36/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.929e-03, size: 608, ETA: 11:02:23
2024-12-17 05:05:36.384 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 05:05:36.810 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch37
2024-12-17 05:05:38.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.929e-03, size: 576, ETA: 11:02:19
2024-12-17 05:05:40.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.928e-03, size: 736, ETA: 11:02:17
2024-12-17 05:05:42.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.928e-03, size: 544, ETA: 11:02:14
2024-12-17 05:05:44.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.928e-03, size: 704, ETA: 11:02:11
2024-12-17 05:05:47.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.928e-03, size: 672, ETA: 11:02:10
2024-12-17 05:05:49.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.928e-03, size: 736, ETA: 11:02:08
2024-12-17 05:05:52.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.928e-03, size: 672, ETA: 11:02:07
2024-12-17 05:05:54.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.928e-03, size: 608, ETA: 11:02:04
2024-12-17 05:05:56.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.928e-03, size: 608, ETA: 11:02:01
2024-12-17 05:05:58.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.927e-03, size: 544, ETA: 11:01:58
2024-12-17 05:06:00.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.927e-03, size: 544, ETA: 11:01:56
2024-12-17 05:06:02.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.927e-03, size: 544, ETA: 11:01:53
2024-12-17 05:06:04.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.927e-03, size: 640, ETA: 11:01:51
2024-12-17 05:06:06.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.927e-03, size: 576, ETA: 11:01:48
2024-12-17 05:06:08.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.927e-03, size: 576, ETA: 11:01:45
2024-12-17 05:06:10.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.927e-03, size: 704, ETA: 11:01:43
2024-12-17 05:06:12.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.926e-03, size: 608, ETA: 11:01:41
2024-12-17 05:06:14.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.926e-03, size: 672, ETA: 11:01:38
2024-12-17 05:06:17.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.926e-03, size: 704, ETA: 11:01:36
2024-12-17 05:06:19.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.926e-03, size: 704, ETA: 11:01:34
2024-12-17 05:06:22.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.926e-03, size: 704, ETA: 11:01:32
2024-12-17 05:06:25.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.926e-03, size: 672, ETA: 11:01:32
2024-12-17 05:06:28.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.926e-03, size: 672, ETA: 11:01:31
2024-12-17 05:06:30.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.925e-03, size: 736, ETA: 11:01:29
2024-12-17 05:06:32.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.925e-03, size: 672, ETA: 11:01:26
2024-12-17 05:06:34.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.925e-03, size: 576, ETA: 11:01:25
2024-12-17 05:06:37.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.292s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.925e-03, size: 640, ETA: 11:01:24
2024-12-17 05:06:39.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.925e-03, size: 704, ETA: 11:01:21
2024-12-17 05:06:42.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.925e-03, size: 672, ETA: 11:01:20
2024-12-17 05:06:45.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.925e-03, size: 608, ETA: 11:01:19
2024-12-17 05:06:47.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.924e-03, size: 544, ETA: 11:01:17
2024-12-17 05:06:49.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.924e-03, size: 544, ETA: 11:01:14
2024-12-17 05:06:51.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.924e-03, size: 736, ETA: 11:01:11
2024-12-17 05:06:53.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.924e-03, size: 608, ETA: 11:01:09
2024-12-17 05:06:55.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.924e-03, size: 608, ETA: 11:01:07
2024-12-17 05:06:57.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.924e-03, size: 608, ETA: 11:01:04
2024-12-17 05:06:59.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.924e-03, size: 640, ETA: 11:01:01
2024-12-17 05:07:01.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.924e-03, size: 736, ETA: 11:00:59
2024-12-17 05:07:03.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.923e-03, size: 544, ETA: 11:00:56
2024-12-17 05:07:05.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.923e-03, size: 736, ETA: 11:00:53
2024-12-17 05:07:08.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.923e-03, size: 640, ETA: 11:00:52
2024-12-17 05:07:10.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.923e-03, size: 736, ETA: 11:00:50
2024-12-17 05:07:13.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.923e-03, size: 672, ETA: 11:00:49
2024-12-17 05:07:16.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.923e-03, size: 544, ETA: 11:00:47
2024-12-17 05:07:18.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.923e-03, size: 608, ETA: 11:00:45
2024-12-17 05:07:20.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.922e-03, size: 640, ETA: 11:00:42
2024-12-17 05:07:22.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.922e-03, size: 576, ETA: 11:00:39
2024-12-17 05:07:23.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.922e-03, size: 544, ETA: 11:00:36
2024-12-17 05:07:25.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.922e-03, size: 704, ETA: 11:00:33
2024-12-17 05:07:27.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.922e-03, size: 736, ETA: 11:00:31
2024-12-17 05:07:30.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.922e-03, size: 608, ETA: 11:00:28
2024-12-17 05:07:32.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.922e-03, size: 608, ETA: 11:00:27
2024-12-17 05:07:34.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.921e-03, size: 672, ETA: 11:00:25
2024-12-17 05:07:37.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.921e-03, size: 640, ETA: 11:00:24
2024-12-17 05:07:40.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.921e-03, size: 672, ETA: 11:00:23
2024-12-17 05:07:43.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.921e-03, size: 576, ETA: 11:00:21
2024-12-17 05:07:44.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.921e-03, size: 704, ETA: 11:00:18
2024-12-17 05:07:46.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.921e-03, size: 576, ETA: 11:00:16
2024-12-17 05:07:48.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.921e-03, size: 672, ETA: 11:00:13
2024-12-17 05:07:50.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.920e-03, size: 544, ETA: 11:00:10
2024-12-17 05:07:52.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.920e-03, size: 544, ETA: 11:00:08
2024-12-17 05:07:55.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.920e-03, size: 672, ETA: 11:00:06
2024-12-17 05:07:57.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.920e-03, size: 704, ETA: 11:00:04
2024-12-17 05:08:00.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.920e-03, size: 704, ETA: 11:00:03
2024-12-17 05:08:03.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.920e-03, size: 672, ETA: 11:00:02
2024-12-17 05:08:05.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.920e-03, size: 544, ETA: 10:59:59
2024-12-17 05:08:07.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.919e-03, size: 640, ETA: 10:59:56
2024-12-17 05:08:09.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.919e-03, size: 704, ETA: 10:59:53
2024-12-17 05:08:11.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.919e-03, size: 704, ETA: 10:59:51
2024-12-17 05:08:13.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.919e-03, size: 672, ETA: 10:59:48
2024-12-17 05:08:15.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.919e-03, size: 736, ETA: 10:59:46
2024-12-17 05:08:17.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.919e-03, size: 704, ETA: 10:59:44
2024-12-17 05:08:19.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.919e-03, size: 608, ETA: 10:59:41
2024-12-17 05:08:21.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.918e-03, size: 640, ETA: 10:59:38
2024-12-17 05:08:23.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.918e-03, size: 672, ETA: 10:59:35
2024-12-17 05:08:25.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.918e-03, size: 736, ETA: 10:59:32
2024-12-17 05:08:27.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.918e-03, size: 608, ETA: 10:59:30
2024-12-17 05:08:29.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.918e-03, size: 608, ETA: 10:59:27
2024-12-17 05:08:31.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.918e-03, size: 672, ETA: 10:59:25
2024-12-17 05:08:33.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.918e-03, size: 672, ETA: 10:59:22
2024-12-17 05:08:35.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.918e-03, size: 672, ETA: 10:59:19
2024-12-17 05:08:37.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.917e-03, size: 608, ETA: 10:59:16
2024-12-17 05:08:39.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.917e-03, size: 576, ETA: 10:59:13
2024-12-17 05:08:41.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.917e-03, size: 672, ETA: 10:59:11
2024-12-17 05:08:44.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.917e-03, size: 672, ETA: 10:59:10
2024-12-17 05:08:46.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.917e-03, size: 640, ETA: 10:59:08
2024-12-17 05:08:49.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.917e-03, size: 672, ETA: 10:59:07
2024-12-17 05:08:51.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.917e-03, size: 704, ETA: 10:59:06
2024-12-17 05:08:54.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.916e-03, size: 704, ETA: 10:59:03
2024-12-17 05:08:56.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.916e-03, size: 640, ETA: 10:59:01
2024-12-17 05:08:58.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.916e-03, size: 640, ETA: 10:58:58
2024-12-17 05:09:00.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.916e-03, size: 736, ETA: 10:58:55
2024-12-17 05:09:02.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.916e-03, size: 576, ETA: 10:58:53
2024-12-17 05:09:04.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.916e-03, size: 672, ETA: 10:58:50
2024-12-17 05:09:06.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.916e-03, size: 576, ETA: 10:58:48
2024-12-17 05:09:09.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.915e-03, size: 704, ETA: 10:58:47
2024-12-17 05:09:11.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.915e-03, size: 608, ETA: 10:58:44
2024-12-17 05:09:13.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.915e-03, size: 576, ETA: 10:58:42
2024-12-17 05:09:15.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.915e-03, size: 544, ETA: 10:58:39
2024-12-17 05:09:17.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.915e-03, size: 544, ETA: 10:58:36
2024-12-17 05:09:18.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.915e-03, size: 544, ETA: 10:58:33
2024-12-17 05:09:20.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.915e-03, size: 640, ETA: 10:58:30
2024-12-17 05:09:23.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.914e-03, size: 704, ETA: 10:58:28
2024-12-17 05:09:26.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.4Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.914e-03, size: 736, ETA: 10:58:28
2024-12-17 05:09:28.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.914e-03, size: 544, ETA: 10:58:26
2024-12-17 05:09:30.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.914e-03, size: 704, ETA: 10:58:24
2024-12-17 05:09:33.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.914e-03, size: 736, ETA: 10:58:21
2024-12-17 05:09:35.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.914e-03, size: 576, ETA: 10:58:19
2024-12-17 05:09:36.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.914e-03, size: 736, ETA: 10:58:16
2024-12-17 05:09:38.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.913e-03, size: 672, ETA: 10:58:13
2024-12-17 05:09:40.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.913e-03, size: 640, ETA: 10:58:11
2024-12-17 05:09:43.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.913e-03, size: 640, ETA: 10:58:09
2024-12-17 05:09:45.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.913e-03, size: 544, ETA: 10:58:06
2024-12-17 05:09:48.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.913e-03, size: 608, ETA: 10:58:05
2024-12-17 05:09:50.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.913e-03, size: 608, ETA: 10:58:02
2024-12-17 05:09:52.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.913e-03, size: 672, ETA: 10:58:00
2024-12-17 05:09:54.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.912e-03, size: 736, ETA: 10:57:57
2024-12-17 05:09:56.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.912e-03, size: 704, ETA: 10:57:55
2024-12-17 05:09:58.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.912e-03, size: 576, ETA: 10:57:52
2024-12-17 05:10:00.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.912e-03, size: 544, ETA: 10:57:49
2024-12-17 05:10:02.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.912e-03, size: 704, ETA: 10:57:47
2024-12-17 05:10:04.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.912e-03, size: 576, ETA: 10:57:45
2024-12-17 05:10:07.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.912e-03, size: 704, ETA: 10:57:43
2024-12-17 05:10:10.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.912e-03, size: 608, ETA: 10:57:42
2024-12-17 05:10:12.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.911e-03, size: 608, ETA: 10:57:41
2024-12-17 05:10:15.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.270s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.911e-03, size: 736, ETA: 10:57:40
2024-12-17 05:10:17.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.911e-03, size: 544, ETA: 10:57:37
2024-12-17 05:10:19.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.911e-03, size: 608, ETA: 10:57:34
2024-12-17 05:10:21.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.911e-03, size: 608, ETA: 10:57:31
2024-12-17 05:10:23.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.911e-03, size: 672, ETA: 10:57:29
2024-12-17 05:10:25.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.911e-03, size: 672, ETA: 10:57:26
2024-12-17 05:10:27.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.910e-03, size: 608, ETA: 10:57:23
2024-12-17 05:10:29.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.910e-03, size: 736, ETA: 10:57:21
2024-12-17 05:10:31.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.910e-03, size: 544, ETA: 10:57:19
2024-12-17 05:10:33.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.910e-03, size: 544, ETA: 10:57:16
2024-12-17 05:10:36.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.910e-03, size: 704, ETA: 10:57:14
2024-12-17 05:10:38.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.273s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.910e-03, size: 608, ETA: 10:57:13
2024-12-17 05:10:41.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.910e-03, size: 608, ETA: 10:57:11
2024-12-17 05:10:43.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.909e-03, size: 640, ETA: 10:57:08
2024-12-17 05:10:45.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.909e-03, size: 704, ETA: 10:57:06
2024-12-17 05:10:47.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.909e-03, size: 672, ETA: 10:57:03
2024-12-17 05:10:49.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.909e-03, size: 672, ETA: 10:57:01
2024-12-17 05:10:51.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.909e-03, size: 544, ETA: 10:56:58
2024-12-17 05:10:53.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.909e-03, size: 736, ETA: 10:56:56
2024-12-17 05:10:55.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.909e-03, size: 576, ETA: 10:56:54
2024-12-17 05:10:58.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.908e-03, size: 576, ETA: 10:56:52
2024-12-17 05:11:00.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.908e-03, size: 608, ETA: 10:56:50
2024-12-17 05:11:03.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.908e-03, size: 736, ETA: 10:56:50
2024-12-17 05:11:06.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.908e-03, size: 608, ETA: 10:56:48
2024-12-17 05:11:08.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.908e-03, size: 704, ETA: 10:56:45
2024-12-17 05:11:10.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.908e-03, size: 640, ETA: 10:56:43
2024-12-17 05:11:12.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.908e-03, size: 640, ETA: 10:56:40
2024-12-17 05:11:14.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.907e-03, size: 736, ETA: 10:56:38
2024-12-17 05:11:16.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.907e-03, size: 544, ETA: 10:56:36
2024-12-17 05:11:19.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.907e-03, size: 704, ETA: 10:56:34
2024-12-17 05:11:21.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.907e-03, size: 576, ETA: 10:56:31
2024-12-17 05:11:23.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.907e-03, size: 640, ETA: 10:56:28
2024-12-17 05:11:25.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.907e-03, size: 576, ETA: 10:56:26
2024-12-17 05:11:27.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.907e-03, size: 704, ETA: 10:56:23
2024-12-17 05:11:29.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.906e-03, size: 640, ETA: 10:56:20
2024-12-17 05:11:31.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.906e-03, size: 736, ETA: 10:56:18
2024-12-17 05:11:33.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.906e-03, size: 672, ETA: 10:56:16
2024-12-17 05:11:35.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.906e-03, size: 608, ETA: 10:56:14
2024-12-17 05:11:38.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.906e-03, size: 640, ETA: 10:56:12
2024-12-17 05:11:40.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.906e-03, size: 736, ETA: 10:56:10
2024-12-17 05:11:43.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.906e-03, size: 736, ETA: 10:56:08
2024-12-17 05:11:45.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.281s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.905e-03, size: 640, ETA: 10:56:07
2024-12-17 05:11:48.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.905e-03, size: 704, ETA: 10:56:05
2024-12-17 05:11:50.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.905e-03, size: 544, ETA: 10:56:02
2024-12-17 05:11:52.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.905e-03, size: 736, ETA: 10:56:00
2024-12-17 05:11:54.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.905e-03, size: 672, ETA: 10:55:57
2024-12-17 05:11:56.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.905e-03, size: 608, ETA: 10:55:55
2024-12-17 05:11:58.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.905e-03, size: 672, ETA: 10:55:52
2024-12-17 05:12:00.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.905e-03, size: 704, ETA: 10:55:50
2024-12-17 05:12:03.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.904e-03, size: 704, ETA: 10:55:48
2024-12-17 05:12:05.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.904e-03, size: 608, ETA: 10:55:46
2024-12-17 05:12:08.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.273s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.904e-03, size: 672, ETA: 10:55:45
2024-12-17 05:12:10.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.904e-03, size: 672, ETA: 10:55:43
2024-12-17 05:12:12.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.904e-03, size: 544, ETA: 10:55:41
2024-12-17 05:12:14.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.904e-03, size: 576, ETA: 10:55:38
2024-12-17 05:12:16.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.904e-03, size: 672, ETA: 10:55:36
2024-12-17 05:12:18.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.903e-03, size: 704, ETA: 10:55:33
2024-12-17 05:12:20.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.903e-03, size: 608, ETA: 10:55:30
2024-12-17 05:12:22.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.903e-03, size: 736, ETA: 10:55:28
2024-12-17 05:12:25.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.903e-03, size: 736, ETA: 10:55:26
2024-12-17 05:12:28.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.903e-03, size: 608, ETA: 10:55:25
2024-12-17 05:12:30.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.903e-03, size: 544, ETA: 10:55:23
2024-12-17 05:12:32.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.903e-03, size: 576, ETA: 10:55:21
2024-12-17 05:12:34.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.902e-03, size: 608, ETA: 10:55:18
2024-12-17 05:12:37.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.902e-03, size: 736, ETA: 10:55:16
2024-12-17 05:12:39.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.902e-03, size: 544, ETA: 10:55:14
2024-12-17 05:12:41.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.902e-03, size: 608, ETA: 10:55:13
2024-12-17 05:12:44.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.902e-03, size: 640, ETA: 10:55:11
2024-12-17 05:12:46.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.902e-03, size: 704, ETA: 10:55:09
2024-12-17 05:12:48.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.902e-03, size: 672, ETA: 10:55:06
2024-12-17 05:12:50.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.901e-03, size: 736, ETA: 10:55:04
2024-12-17 05:12:52.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.901e-03, size: 576, ETA: 10:55:02
2024-12-17 05:12:54.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.901e-03, size: 672, ETA: 10:54:59
2024-12-17 05:12:56.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.901e-03, size: 672, ETA: 10:54:56
2024-12-17 05:12:59.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.901e-03, size: 640, ETA: 10:54:54
2024-12-17 05:13:01.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.901e-03, size: 576, ETA: 10:54:51
2024-12-17 05:13:03.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.901e-03, size: 672, ETA: 10:54:49
2024-12-17 05:13:05.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.900e-03, size: 544, ETA: 10:54:47
2024-12-17 05:13:08.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.900e-03, size: 736, ETA: 10:54:46
2024-12-17 05:13:11.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.900e-03, size: 736, ETA: 10:54:45
2024-12-17 05:13:13.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.900e-03, size: 736, ETA: 10:54:42
2024-12-17 05:13:15.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.900e-03, size: 608, ETA: 10:54:40
2024-12-17 05:13:17.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.900e-03, size: 704, ETA: 10:54:37
2024-12-17 05:13:19.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.900e-03, size: 736, ETA: 10:54:34
2024-12-17 05:13:21.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.899e-03, size: 608, ETA: 10:54:32
2024-12-17 05:13:23.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.899e-03, size: 704, ETA: 10:54:30
2024-12-17 05:13:26.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.899e-03, size: 544, ETA: 10:54:28
2024-12-17 05:13:28.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.899e-03, size: 608, ETA: 10:54:26
2024-12-17 05:13:31.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.899e-03, size: 640, ETA: 10:54:25
2024-12-17 05:13:33.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.899e-03, size: 544, ETA: 10:54:22
2024-12-17 05:13:35.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.899e-03, size: 640, ETA: 10:54:19
2024-12-17 05:13:36.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.898e-03, size: 576, ETA: 10:54:16
2024-12-17 05:13:38.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.898e-03, size: 608, ETA: 10:54:13
2024-12-17 05:13:40.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.898e-03, size: 640, ETA: 10:54:11
2024-12-17 05:13:42.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.898e-03, size: 736, ETA: 10:54:08
2024-12-17 05:13:45.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.898e-03, size: 608, ETA: 10:54:06
2024-12-17 05:13:47.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.898e-03, size: 576, ETA: 10:54:04
2024-12-17 05:13:49.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.898e-03, size: 672, ETA: 10:54:02
2024-12-17 05:13:52.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.897e-03, size: 608, ETA: 10:54:01
2024-12-17 05:13:55.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.897e-03, size: 576, ETA: 10:54:00
2024-12-17 05:13:57.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.270s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.897e-03, size: 544, ETA: 10:53:58
2024-12-17 05:14:00.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.897e-03, size: 608, ETA: 10:53:56
2024-12-17 05:14:01.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.897e-03, size: 736, ETA: 10:53:53
2024-12-17 05:14:03.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.897e-03, size: 544, ETA: 10:53:50
2024-12-17 05:14:05.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.897e-03, size: 736, ETA: 10:53:48
2024-12-17 05:14:08.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.896e-03, size: 576, ETA: 10:53:45
2024-12-17 05:14:10.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.896e-03, size: 544, ETA: 10:53:43
2024-12-17 05:14:12.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.896e-03, size: 640, ETA: 10:53:41
2024-12-17 05:14:14.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.896e-03, size: 672, ETA: 10:53:38
2024-12-17 05:14:17.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.896e-03, size: 544, ETA: 10:53:37
2024-12-17 05:14:20.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.896e-03, size: 736, ETA: 10:53:36
2024-12-17 05:14:22.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.896e-03, size: 640, ETA: 10:53:35
2024-12-17 05:14:24.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.895e-03, size: 672, ETA: 10:53:32
2024-12-17 05:14:26.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.007s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.895e-03, size: 576, ETA: 10:53:30
2024-12-17 05:14:28.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.895e-03, size: 576, ETA: 10:53:27
2024-12-17 05:14:30.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.895e-03, size: 608, ETA: 10:53:24
2024-12-17 05:14:32.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 37/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.895e-03, size: 640, ETA: 10:53:22
2024-12-17 05:14:33.599 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 05:14:34.023 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch38
2024-12-17 05:14:36.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.895e-03, size: 704, ETA: 10:53:18
2024-12-17 05:14:38.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.895e-03, size: 736, ETA: 10:53:16
2024-12-17 05:14:40.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.894e-03, size: 672, ETA: 10:53:13
2024-12-17 05:14:43.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.894e-03, size: 608, ETA: 10:53:12
2024-12-17 05:14:45.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.894e-03, size: 736, ETA: 10:53:11
2024-12-17 05:14:48.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.894e-03, size: 608, ETA: 10:53:08
2024-12-17 05:14:50.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.894e-03, size: 576, ETA: 10:53:06
2024-12-17 05:14:52.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.894e-03, size: 736, ETA: 10:53:04
2024-12-17 05:14:54.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.894e-03, size: 736, ETA: 10:53:02
2024-12-17 05:14:56.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.893e-03, size: 544, ETA: 10:52:59
2024-12-17 05:14:59.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.893e-03, size: 736, ETA: 10:52:57
2024-12-17 05:15:01.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.893e-03, size: 672, ETA: 10:52:55
2024-12-17 05:15:03.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.893e-03, size: 704, ETA: 10:52:52
2024-12-17 05:15:05.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.893e-03, size: 576, ETA: 10:52:50
2024-12-17 05:15:07.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.893e-03, size: 576, ETA: 10:52:48
2024-12-17 05:15:10.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.893e-03, size: 704, ETA: 10:52:46
2024-12-17 05:15:11.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.892e-03, size: 544, ETA: 10:52:43
2024-12-17 05:15:13.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.892e-03, size: 640, ETA: 10:52:40
2024-12-17 05:15:16.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.892e-03, size: 640, ETA: 10:52:38
2024-12-17 05:15:18.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.892e-03, size: 704, ETA: 10:52:36
2024-12-17 05:15:21.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.892e-03, size: 736, ETA: 10:52:35
2024-12-17 05:15:24.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.892e-03, size: 672, ETA: 10:52:34
2024-12-17 05:15:26.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.892e-03, size: 544, ETA: 10:52:32
2024-12-17 05:15:28.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.891e-03, size: 544, ETA: 10:52:29
2024-12-17 05:15:30.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.891e-03, size: 608, ETA: 10:52:26
2024-12-17 05:15:32.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.891e-03, size: 544, ETA: 10:52:24
2024-12-17 05:15:34.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.891e-03, size: 704, ETA: 10:52:21
2024-12-17 05:15:36.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.891e-03, size: 736, ETA: 10:52:19
2024-12-17 05:15:38.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.891e-03, size: 672, ETA: 10:52:17
2024-12-17 05:15:41.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.891e-03, size: 736, ETA: 10:52:15
2024-12-17 05:15:43.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.890e-03, size: 544, ETA: 10:52:13
2024-12-17 05:15:45.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.890e-03, size: 608, ETA: 10:52:10
2024-12-17 05:15:48.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.890e-03, size: 640, ETA: 10:52:08
2024-12-17 05:15:50.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.890e-03, size: 544, ETA: 10:52:06
2024-12-17 05:15:52.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.890e-03, size: 544, ETA: 10:52:04
2024-12-17 05:15:54.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.890e-03, size: 672, ETA: 10:52:01
2024-12-17 05:15:56.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.890e-03, size: 736, ETA: 10:51:58
2024-12-17 05:15:58.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.890e-03, size: 704, ETA: 10:51:56
2024-12-17 05:16:00.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.889e-03, size: 704, ETA: 10:51:53
2024-12-17 05:16:02.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.889e-03, size: 608, ETA: 10:51:51
2024-12-17 05:16:04.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.889e-03, size: 544, ETA: 10:51:48
2024-12-17 05:16:06.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.889e-03, size: 672, ETA: 10:51:46
2024-12-17 05:16:09.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.889e-03, size: 736, ETA: 10:51:44
2024-12-17 05:16:11.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.255s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.889e-03, size: 608, ETA: 10:51:43
2024-12-17 05:16:14.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.889e-03, size: 704, ETA: 10:51:42
2024-12-17 05:16:17.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.888e-03, size: 576, ETA: 10:51:40
2024-12-17 05:16:19.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.888e-03, size: 608, ETA: 10:51:37
2024-12-17 05:16:21.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.888e-03, size: 576, ETA: 10:51:35
2024-12-17 05:16:23.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.888e-03, size: 576, ETA: 10:51:32
2024-12-17 05:16:25.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.888e-03, size: 608, ETA: 10:51:29
2024-12-17 05:16:27.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.888e-03, size: 608, ETA: 10:51:27
2024-12-17 05:16:29.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.888e-03, size: 672, ETA: 10:51:24
2024-12-17 05:16:31.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.887e-03, size: 608, ETA: 10:51:22
2024-12-17 05:16:33.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.887e-03, size: 736, ETA: 10:51:20
2024-12-17 05:16:36.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.887e-03, size: 640, ETA: 10:51:19
2024-12-17 05:16:39.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.887e-03, size: 704, ETA: 10:51:18
2024-12-17 05:16:42.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.887e-03, size: 544, ETA: 10:51:17
2024-12-17 05:16:44.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.887e-03, size: 608, ETA: 10:51:14
2024-12-17 05:16:45.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.887e-03, size: 576, ETA: 10:51:11
2024-12-17 05:16:47.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.886e-03, size: 576, ETA: 10:51:08
2024-12-17 05:16:49.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.886e-03, size: 608, ETA: 10:51:05
2024-12-17 05:16:51.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.886e-03, size: 544, ETA: 10:51:02
2024-12-17 05:16:53.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.886e-03, size: 544, ETA: 10:50:59
2024-12-17 05:16:55.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.886e-03, size: 672, ETA: 10:50:57
2024-12-17 05:16:57.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.886e-03, size: 672, ETA: 10:50:54
2024-12-17 05:16:59.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.886e-03, size: 672, ETA: 10:50:52
2024-12-17 05:17:01.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.885e-03, size: 544, ETA: 10:50:50
2024-12-17 05:17:03.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.885e-03, size: 576, ETA: 10:50:47
2024-12-17 05:17:05.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.885e-03, size: 672, ETA: 10:50:44
2024-12-17 05:17:07.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.885e-03, size: 608, ETA: 10:50:41
2024-12-17 05:17:09.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.885e-03, size: 672, ETA: 10:50:39
2024-12-17 05:17:12.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.885e-03, size: 608, ETA: 10:50:37
2024-12-17 05:17:14.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.885e-03, size: 608, ETA: 10:50:35
2024-12-17 05:17:16.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.884e-03, size: 576, ETA: 10:50:33
2024-12-17 05:17:19.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.884e-03, size: 704, ETA: 10:50:32
2024-12-17 05:17:22.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.316s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.884e-03, size: 736, ETA: 10:50:32
2024-12-17 05:17:24.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.884e-03, size: 608, ETA: 10:50:29
2024-12-17 05:17:26.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.884e-03, size: 672, ETA: 10:50:26
2024-12-17 05:17:28.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.884e-03, size: 576, ETA: 10:50:24
2024-12-17 05:17:30.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.884e-03, size: 576, ETA: 10:50:21
2024-12-17 05:17:32.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.883e-03, size: 544, ETA: 10:50:18
2024-12-17 05:17:34.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.883e-03, size: 608, ETA: 10:50:15
2024-12-17 05:17:36.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.883e-03, size: 672, ETA: 10:50:12
2024-12-17 05:17:38.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.883e-03, size: 608, ETA: 10:50:11
2024-12-17 05:17:41.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.883e-03, size: 672, ETA: 10:50:09
2024-12-17 05:17:43.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.883e-03, size: 640, ETA: 10:50:07
2024-12-17 05:17:46.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.883e-03, size: 544, ETA: 10:50:06
2024-12-17 05:17:48.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.882e-03, size: 576, ETA: 10:50:03
2024-12-17 05:17:50.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.882e-03, size: 544, ETA: 10:50:00
2024-12-17 05:17:52.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.882e-03, size: 640, ETA: 10:49:57
2024-12-17 05:17:54.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.882e-03, size: 704, ETA: 10:49:55
2024-12-17 05:17:56.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.882e-03, size: 544, ETA: 10:49:52
2024-12-17 05:17:58.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.882e-03, size: 544, ETA: 10:49:49
2024-12-17 05:18:00.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.882e-03, size: 640, ETA: 10:49:46
2024-12-17 05:18:02.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.881e-03, size: 544, ETA: 10:49:44
2024-12-17 05:18:04.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.881e-03, size: 544, ETA: 10:49:41
2024-12-17 05:18:06.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.881e-03, size: 640, ETA: 10:49:39
2024-12-17 05:18:08.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.881e-03, size: 640, ETA: 10:49:36
2024-12-17 05:18:10.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.881e-03, size: 576, ETA: 10:49:33
2024-12-17 05:18:12.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.881e-03, size: 704, ETA: 10:49:32
2024-12-17 05:18:15.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.881e-03, size: 672, ETA: 10:49:30
2024-12-17 05:18:18.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.880e-03, size: 672, ETA: 10:49:29
2024-12-17 05:18:20.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.880e-03, size: 704, ETA: 10:49:28
2024-12-17 05:18:23.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.880e-03, size: 736, ETA: 10:49:26
2024-12-17 05:18:25.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.880e-03, size: 704, ETA: 10:49:24
2024-12-17 05:18:27.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.880e-03, size: 704, ETA: 10:49:21
2024-12-17 05:18:29.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.880e-03, size: 640, ETA: 10:49:18
2024-12-17 05:18:31.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.880e-03, size: 672, ETA: 10:49:16
2024-12-17 05:18:33.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.879e-03, size: 608, ETA: 10:49:13
2024-12-17 05:18:35.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.879e-03, size: 608, ETA: 10:49:10
2024-12-17 05:18:36.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.879e-03, size: 608, ETA: 10:49:07
2024-12-17 05:18:39.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.879e-03, size: 736, ETA: 10:49:05
2024-12-17 05:18:41.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.879e-03, size: 576, ETA: 10:49:03
2024-12-17 05:18:44.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.879e-03, size: 704, ETA: 10:49:02
2024-12-17 05:18:47.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.879e-03, size: 736, ETA: 10:49:01
2024-12-17 05:18:50.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.878e-03, size: 704, ETA: 10:49:00
2024-12-17 05:18:52.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.878e-03, size: 736, ETA: 10:48:57
2024-12-17 05:18:54.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.878e-03, size: 672, ETA: 10:48:55
2024-12-17 05:18:56.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.878e-03, size: 544, ETA: 10:48:52
2024-12-17 05:18:58.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.878e-03, size: 736, ETA: 10:48:49
2024-12-17 05:19:00.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.878e-03, size: 736, ETA: 10:48:47
2024-12-17 05:19:02.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.878e-03, size: 640, ETA: 10:48:45
2024-12-17 05:19:05.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.877e-03, size: 672, ETA: 10:48:43
2024-12-17 05:19:07.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.877e-03, size: 576, ETA: 10:48:41
2024-12-17 05:19:09.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.877e-03, size: 544, ETA: 10:48:40
2024-12-17 05:19:12.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.877e-03, size: 736, ETA: 10:48:39
2024-12-17 05:19:15.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.877e-03, size: 736, ETA: 10:48:37
2024-12-17 05:19:17.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.877e-03, size: 704, ETA: 10:48:34
2024-12-17 05:19:19.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.877e-03, size: 640, ETA: 10:48:32
2024-12-17 05:19:21.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.876e-03, size: 544, ETA: 10:48:29
2024-12-17 05:19:23.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.876e-03, size: 640, ETA: 10:48:26
2024-12-17 05:19:25.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.876e-03, size: 608, ETA: 10:48:24
2024-12-17 05:19:27.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.876e-03, size: 704, ETA: 10:48:21
2024-12-17 05:19:29.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.876e-03, size: 704, ETA: 10:48:19
2024-12-17 05:19:32.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.876e-03, size: 704, ETA: 10:48:18
2024-12-17 05:19:35.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.876e-03, size: 736, ETA: 10:48:17
2024-12-17 05:19:37.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.875e-03, size: 640, ETA: 10:48:15
2024-12-17 05:19:39.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.875e-03, size: 640, ETA: 10:48:13
2024-12-17 05:19:41.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.875e-03, size: 576, ETA: 10:48:10
2024-12-17 05:19:43.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.875e-03, size: 576, ETA: 10:48:07
2024-12-17 05:19:45.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.875e-03, size: 576, ETA: 10:48:04
2024-12-17 05:19:47.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.875e-03, size: 736, ETA: 10:48:02
2024-12-17 05:19:49.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.875e-03, size: 672, ETA: 10:47:59
2024-12-17 05:19:51.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.874e-03, size: 608, ETA: 10:47:56
2024-12-17 05:19:53.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.874e-03, size: 608, ETA: 10:47:54
2024-12-17 05:19:56.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.874e-03, size: 640, ETA: 10:47:52
2024-12-17 05:19:58.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.874e-03, size: 576, ETA: 10:47:50
2024-12-17 05:20:01.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.874e-03, size: 704, ETA: 10:47:49
2024-12-17 05:20:04.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.874e-03, size: 704, ETA: 10:47:48
2024-12-17 05:20:06.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.874e-03, size: 608, ETA: 10:47:46
2024-12-17 05:20:08.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.873e-03, size: 736, ETA: 10:47:43
2024-12-17 05:20:10.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.873e-03, size: 736, ETA: 10:47:41
2024-12-17 05:20:12.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.873e-03, size: 608, ETA: 10:47:39
2024-12-17 05:20:14.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.873e-03, size: 640, ETA: 10:47:36
2024-12-17 05:20:16.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.873e-03, size: 640, ETA: 10:47:34
2024-12-17 05:20:19.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.873e-03, size: 544, ETA: 10:47:31
2024-12-17 05:20:21.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.873e-03, size: 544, ETA: 10:47:29
2024-12-17 05:20:23.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.872e-03, size: 640, ETA: 10:47:27
2024-12-17 05:20:26.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.872e-03, size: 544, ETA: 10:47:26
2024-12-17 05:20:28.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.872e-03, size: 608, ETA: 10:47:24
2024-12-17 05:20:30.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.872e-03, size: 640, ETA: 10:47:21
2024-12-17 05:20:32.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.872e-03, size: 640, ETA: 10:47:19
2024-12-17 05:20:34.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.872e-03, size: 736, ETA: 10:47:16
2024-12-17 05:20:36.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.872e-03, size: 576, ETA: 10:47:13
2024-12-17 05:20:38.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.871e-03, size: 608, ETA: 10:47:11
2024-12-17 05:20:40.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.871e-03, size: 736, ETA: 10:47:08
2024-12-17 05:20:42.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.871e-03, size: 608, ETA: 10:47:06
2024-12-17 05:20:45.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.871e-03, size: 672, ETA: 10:47:04
2024-12-17 05:20:47.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.871e-03, size: 672, ETA: 10:47:02
2024-12-17 05:20:50.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.871e-03, size: 576, ETA: 10:47:01
2024-12-17 05:20:53.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.871e-03, size: 672, ETA: 10:47:00
2024-12-17 05:20:55.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.870e-03, size: 544, ETA: 10:46:58
2024-12-17 05:20:57.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.870e-03, size: 640, ETA: 10:46:55
2024-12-17 05:20:59.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.870e-03, size: 736, ETA: 10:46:53
2024-12-17 05:21:01.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.870e-03, size: 704, ETA: 10:46:50
2024-12-17 05:21:04.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.870e-03, size: 736, ETA: 10:46:48
2024-12-17 05:21:06.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.870e-03, size: 544, ETA: 10:46:46
2024-12-17 05:21:08.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.870e-03, size: 608, ETA: 10:46:43
2024-12-17 05:21:10.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.869e-03, size: 672, ETA: 10:46:40
2024-12-17 05:21:12.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.869e-03, size: 704, ETA: 10:46:39
2024-12-17 05:21:15.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.869e-03, size: 544, ETA: 10:46:37
2024-12-17 05:21:18.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.869e-03, size: 736, ETA: 10:46:36
2024-12-17 05:21:20.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.869e-03, size: 608, ETA: 10:46:35
2024-12-17 05:21:23.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.869e-03, size: 672, ETA: 10:46:33
2024-12-17 05:21:25.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.869e-03, size: 640, ETA: 10:46:30
2024-12-17 05:21:26.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.868e-03, size: 640, ETA: 10:46:27
2024-12-17 05:21:29.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.868e-03, size: 672, ETA: 10:46:25
2024-12-17 05:21:31.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.868e-03, size: 640, ETA: 10:46:22
2024-12-17 05:21:33.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.868e-03, size: 576, ETA: 10:46:20
2024-12-17 05:21:35.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.868e-03, size: 672, ETA: 10:46:18
2024-12-17 05:21:38.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.868e-03, size: 576, ETA: 10:46:16
2024-12-17 05:21:40.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.868e-03, size: 672, ETA: 10:46:15
2024-12-17 05:21:43.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.867e-03, size: 576, ETA: 10:46:14
2024-12-17 05:21:45.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.867e-03, size: 640, ETA: 10:46:12
2024-12-17 05:21:47.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.867e-03, size: 640, ETA: 10:46:09
2024-12-17 05:21:49.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.867e-03, size: 544, ETA: 10:46:06
2024-12-17 05:21:51.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.867e-03, size: 608, ETA: 10:46:03
2024-12-17 05:21:53.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.867e-03, size: 576, ETA: 10:46:00
2024-12-17 05:21:55.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.867e-03, size: 736, ETA: 10:45:58
2024-12-17 05:21:57.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.866e-03, size: 704, ETA: 10:45:56
2024-12-17 05:22:00.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.866e-03, size: 672, ETA: 10:45:54
2024-12-17 05:22:02.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.866e-03, size: 640, ETA: 10:45:52
2024-12-17 05:22:04.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.866e-03, size: 736, ETA: 10:45:50
2024-12-17 05:22:07.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.866e-03, size: 640, ETA: 10:45:48
2024-12-17 05:22:10.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.866e-03, size: 672, ETA: 10:45:47
2024-12-17 05:22:12.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.866e-03, size: 736, ETA: 10:45:45
2024-12-17 05:22:14.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.865e-03, size: 608, ETA: 10:45:42
2024-12-17 05:22:16.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.865e-03, size: 672, ETA: 10:45:39
2024-12-17 05:22:18.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.865e-03, size: 704, ETA: 10:45:37
2024-12-17 05:22:20.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.865e-03, size: 576, ETA: 10:45:34
2024-12-17 05:22:22.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.865e-03, size: 576, ETA: 10:45:31
2024-12-17 05:22:24.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.865e-03, size: 704, ETA: 10:45:29
2024-12-17 05:22:27.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.865e-03, size: 704, ETA: 10:45:27
2024-12-17 05:22:29.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.864e-03, size: 544, ETA: 10:45:26
2024-12-17 05:22:32.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.864e-03, size: 704, ETA: 10:45:25
2024-12-17 05:22:35.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.864e-03, size: 704, ETA: 10:45:24
2024-12-17 05:22:37.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.864e-03, size: 672, ETA: 10:45:22
2024-12-17 05:22:39.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.864e-03, size: 736, ETA: 10:45:19
2024-12-17 05:22:41.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.864e-03, size: 640, ETA: 10:45:17
2024-12-17 05:22:43.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.864e-03, size: 544, ETA: 10:45:14
2024-12-17 05:22:45.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.863e-03, size: 672, ETA: 10:45:11
2024-12-17 05:22:47.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.863e-03, size: 672, ETA: 10:45:08
2024-12-17 05:22:49.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.863e-03, size: 640, ETA: 10:45:06
2024-12-17 05:22:52.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.863e-03, size: 608, ETA: 10:45:04
2024-12-17 05:22:54.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.863e-03, size: 672, ETA: 10:45:02
2024-12-17 05:22:56.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.863e-03, size: 544, ETA: 10:45:01
2024-12-17 05:22:59.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.863e-03, size: 736, ETA: 10:44:59
2024-12-17 05:23:01.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.862e-03, size: 640, ETA: 10:44:57
2024-12-17 05:23:03.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.862e-03, size: 576, ETA: 10:44:54
2024-12-17 05:23:05.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.862e-03, size: 608, ETA: 10:44:51
2024-12-17 05:23:07.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.862e-03, size: 640, ETA: 10:44:49
2024-12-17 05:23:09.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.862e-03, size: 544, ETA: 10:44:45
2024-12-17 05:23:11.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.862e-03, size: 672, ETA: 10:44:43
2024-12-17 05:23:13.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.862e-03, size: 544, ETA: 10:44:40
2024-12-17 05:23:15.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.861e-03, size: 704, ETA: 10:44:38
2024-12-17 05:23:18.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.861e-03, size: 736, ETA: 10:44:37
2024-12-17 05:23:20.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.861e-03, size: 672, ETA: 10:44:35
2024-12-17 05:23:23.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.861e-03, size: 736, ETA: 10:44:34
2024-12-17 05:23:26.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.270s, data_time: 0.007s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.861e-03, size: 736, ETA: 10:44:33
2024-12-17 05:23:28.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.861e-03, size: 640, ETA: 10:44:30
2024-12-17 05:23:30.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.861e-03, size: 608, ETA: 10:44:27
2024-12-17 05:23:32.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 38/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.860e-03, size: 640, ETA: 10:44:25
2024-12-17 05:23:33.095 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 05:23:33.514 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch39
2024-12-17 05:23:35.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.860e-03, size: 704, ETA: 10:44:21
2024-12-17 05:23:37.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.860e-03, size: 544, ETA: 10:44:18
2024-12-17 05:23:39.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.860e-03, size: 544, ETA: 10:44:16
2024-12-17 05:23:41.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.860e-03, size: 576, ETA: 10:44:14
2024-12-17 05:23:44.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.860e-03, size: 736, ETA: 10:44:12
2024-12-17 05:23:46.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.859e-03, size: 576, ETA: 10:44:10
2024-12-17 05:23:49.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.859e-03, size: 672, ETA: 10:44:09
2024-12-17 05:23:52.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.859e-03, size: 736, ETA: 10:44:08
2024-12-17 05:23:54.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.859e-03, size: 704, ETA: 10:44:05
2024-12-17 05:23:56.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.859e-03, size: 736, ETA: 10:44:03
2024-12-17 05:23:58.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.859e-03, size: 544, ETA: 10:44:00
2024-12-17 05:24:00.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.859e-03, size: 736, ETA: 10:43:58
2024-12-17 05:24:02.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.858e-03, size: 576, ETA: 10:43:55
2024-12-17 05:24:04.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.858e-03, size: 704, ETA: 10:43:52
2024-12-17 05:24:06.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.858e-03, size: 576, ETA: 10:43:50
2024-12-17 05:24:08.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.858e-03, size: 640, ETA: 10:43:47
2024-12-17 05:24:10.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.858e-03, size: 672, ETA: 10:43:44
2024-12-17 05:24:12.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.858e-03, size: 608, ETA: 10:43:41
2024-12-17 05:24:14.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.858e-03, size: 640, ETA: 10:43:39
2024-12-17 05:24:16.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.857e-03, size: 672, ETA: 10:43:37
2024-12-17 05:24:18.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.857e-03, size: 672, ETA: 10:43:35
2024-12-17 05:24:20.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.857e-03, size: 640, ETA: 10:43:32
2024-12-17 05:24:22.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.857e-03, size: 576, ETA: 10:43:29
2024-12-17 05:24:24.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.857e-03, size: 576, ETA: 10:43:27
2024-12-17 05:24:26.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.857e-03, size: 704, ETA: 10:43:24
2024-12-17 05:24:28.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.857e-03, size: 608, ETA: 10:43:21
2024-12-17 05:24:31.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.856e-03, size: 608, ETA: 10:43:19
2024-12-17 05:24:33.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.856e-03, size: 672, ETA: 10:43:17
2024-12-17 05:24:35.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.856e-03, size: 736, ETA: 10:43:15
2024-12-17 05:24:37.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.856e-03, size: 704, ETA: 10:43:12
2024-12-17 05:24:39.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.856e-03, size: 608, ETA: 10:43:10
2024-12-17 05:24:41.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.856e-03, size: 640, ETA: 10:43:08
2024-12-17 05:24:44.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.856e-03, size: 704, ETA: 10:43:05
2024-12-17 05:24:46.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.855e-03, size: 608, ETA: 10:43:03
2024-12-17 05:24:48.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.855e-03, size: 544, ETA: 10:43:02
2024-12-17 05:24:51.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.855e-03, size: 672, ETA: 10:43:00
2024-12-17 05:24:53.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.855e-03, size: 544, ETA: 10:42:58
2024-12-17 05:24:56.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.855e-03, size: 672, ETA: 10:42:56
2024-12-17 05:24:58.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.855e-03, size: 672, ETA: 10:42:54
2024-12-17 05:25:01.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.855e-03, size: 640, ETA: 10:42:53
2024-12-17 05:25:03.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.854e-03, size: 736, ETA: 10:42:50
2024-12-17 05:25:05.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.854e-03, size: 576, ETA: 10:42:49
2024-12-17 05:25:08.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.854e-03, size: 736, ETA: 10:42:47
2024-12-17 05:25:10.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.854e-03, size: 608, ETA: 10:42:45
2024-12-17 05:25:12.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.854e-03, size: 544, ETA: 10:42:42
2024-12-17 05:25:14.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.854e-03, size: 608, ETA: 10:42:39
2024-12-17 05:25:16.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.854e-03, size: 672, ETA: 10:42:37
2024-12-17 05:25:18.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.853e-03, size: 544, ETA: 10:42:34
2024-12-17 05:25:20.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.853e-03, size: 544, ETA: 10:42:31
2024-12-17 05:25:22.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.853e-03, size: 704, ETA: 10:42:29
2024-12-17 05:25:24.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.853e-03, size: 672, ETA: 10:42:26
2024-12-17 05:25:27.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.853e-03, size: 736, ETA: 10:42:25
2024-12-17 05:25:29.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.853e-03, size: 608, ETA: 10:42:23
2024-12-17 05:25:32.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.853e-03, size: 544, ETA: 10:42:21
2024-12-17 05:25:34.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.852e-03, size: 736, ETA: 10:42:20
2024-12-17 05:25:37.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.852e-03, size: 608, ETA: 10:42:18
2024-12-17 05:25:39.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.852e-03, size: 736, ETA: 10:42:15
2024-12-17 05:25:41.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.852e-03, size: 544, ETA: 10:42:13
2024-12-17 05:25:43.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.852e-03, size: 576, ETA: 10:42:10
2024-12-17 05:25:45.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.852e-03, size: 640, ETA: 10:42:08
2024-12-17 05:25:47.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.852e-03, size: 704, ETA: 10:42:05
2024-12-17 05:25:49.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.851e-03, size: 672, ETA: 10:42:03
2024-12-17 05:25:51.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.851e-03, size: 640, ETA: 10:42:01
2024-12-17 05:25:54.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.851e-03, size: 704, ETA: 10:41:59
2024-12-17 05:25:57.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.851e-03, size: 608, ETA: 10:41:58
2024-12-17 05:25:59.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.851e-03, size: 704, ETA: 10:41:57
2024-12-17 05:26:02.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.851e-03, size: 640, ETA: 10:41:55
2024-12-17 05:26:04.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.851e-03, size: 640, ETA: 10:41:54
2024-12-17 05:26:06.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.850e-03, size: 640, ETA: 10:41:51
2024-12-17 05:26:09.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.232s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.850e-03, size: 640, ETA: 10:41:49
2024-12-17 05:26:11.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.850e-03, size: 672, ETA: 10:41:47
2024-12-17 05:26:14.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.850e-03, size: 576, ETA: 10:41:45
2024-12-17 05:26:16.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.850e-03, size: 704, ETA: 10:41:44
2024-12-17 05:26:19.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.850e-03, size: 576, ETA: 10:41:42
2024-12-17 05:26:22.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.850e-03, size: 640, ETA: 10:41:41
2024-12-17 05:26:24.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.849e-03, size: 576, ETA: 10:41:38
2024-12-17 05:26:26.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.849e-03, size: 576, ETA: 10:41:36
2024-12-17 05:26:28.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.849e-03, size: 672, ETA: 10:41:33
2024-12-17 05:26:30.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.849e-03, size: 640, ETA: 10:41:31
2024-12-17 05:26:32.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.849e-03, size: 736, ETA: 10:41:28
2024-12-17 05:26:34.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.849e-03, size: 608, ETA: 10:41:26
2024-12-17 05:26:36.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.849e-03, size: 736, ETA: 10:41:24
2024-12-17 05:26:39.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.848e-03, size: 640, ETA: 10:41:22
2024-12-17 05:26:41.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.848e-03, size: 576, ETA: 10:41:20
2024-12-17 05:26:43.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.848e-03, size: 608, ETA: 10:41:18
2024-12-17 05:26:46.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.848e-03, size: 736, ETA: 10:41:16
2024-12-17 05:26:48.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.848e-03, size: 704, ETA: 10:41:15
2024-12-17 05:26:50.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.848e-03, size: 576, ETA: 10:41:12
2024-12-17 05:26:52.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.848e-03, size: 576, ETA: 10:41:09
2024-12-17 05:26:54.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.847e-03, size: 544, ETA: 10:41:06
2024-12-17 05:26:56.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.847e-03, size: 544, ETA: 10:41:03
2024-12-17 05:26:58.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.847e-03, size: 704, ETA: 10:41:01
2024-12-17 05:27:00.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.847e-03, size: 544, ETA: 10:40:58
2024-12-17 05:27:02.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.847e-03, size: 576, ETA: 10:40:56
2024-12-17 05:27:04.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.847e-03, size: 704, ETA: 10:40:53
2024-12-17 05:27:07.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.846e-03, size: 640, ETA: 10:40:51
2024-12-17 05:27:09.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.846e-03, size: 704, ETA: 10:40:49
2024-12-17 05:27:12.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.846e-03, size: 640, ETA: 10:40:48
2024-12-17 05:27:14.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.846e-03, size: 576, ETA: 10:40:47
2024-12-17 05:27:17.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.846e-03, size: 544, ETA: 10:40:45
2024-12-17 05:27:19.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.846e-03, size: 576, ETA: 10:40:42
2024-12-17 05:27:21.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.846e-03, size: 704, ETA: 10:40:40
2024-12-17 05:27:23.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.845e-03, size: 736, ETA: 10:40:37
2024-12-17 05:27:25.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.845e-03, size: 640, ETA: 10:40:35
2024-12-17 05:27:27.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.845e-03, size: 736, ETA: 10:40:32
2024-12-17 05:27:29.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.845e-03, size: 640, ETA: 10:40:30
2024-12-17 05:27:32.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.845e-03, size: 736, ETA: 10:40:28
2024-12-17 05:27:34.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.845e-03, size: 704, ETA: 10:40:26
2024-12-17 05:27:37.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.845e-03, size: 672, ETA: 10:40:25
2024-12-17 05:27:40.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.844e-03, size: 640, ETA: 10:40:24
2024-12-17 05:27:42.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.844e-03, size: 672, ETA: 10:40:21
2024-12-17 05:27:44.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.844e-03, size: 576, ETA: 10:40:19
2024-12-17 05:27:46.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.844e-03, size: 640, ETA: 10:40:16
2024-12-17 05:27:48.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.844e-03, size: 672, ETA: 10:40:14
2024-12-17 05:27:50.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.844e-03, size: 640, ETA: 10:40:11
2024-12-17 05:27:52.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.844e-03, size: 672, ETA: 10:40:09
2024-12-17 05:27:54.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.843e-03, size: 736, ETA: 10:40:07
2024-12-17 05:27:57.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.843e-03, size: 640, ETA: 10:40:05
2024-12-17 05:27:59.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.843e-03, size: 640, ETA: 10:40:03
2024-12-17 05:28:01.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.843e-03, size: 608, ETA: 10:40:00
2024-12-17 05:28:03.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.843e-03, size: 576, ETA: 10:39:58
2024-12-17 05:28:05.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.843e-03, size: 576, ETA: 10:39:55
2024-12-17 05:28:08.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.843e-03, size: 640, ETA: 10:39:53
2024-12-17 05:28:10.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.842e-03, size: 672, ETA: 10:39:51
2024-12-17 05:28:12.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.842e-03, size: 544, ETA: 10:39:48
2024-12-17 05:28:14.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.842e-03, size: 672, ETA: 10:39:46
2024-12-17 05:28:16.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.842e-03, size: 640, ETA: 10:39:43
2024-12-17 05:28:18.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.842e-03, size: 736, ETA: 10:39:41
2024-12-17 05:28:20.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.842e-03, size: 704, ETA: 10:39:38
2024-12-17 05:28:22.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.842e-03, size: 576, ETA: 10:39:36
2024-12-17 05:28:24.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.841e-03, size: 704, ETA: 10:39:34
2024-12-17 05:28:27.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.841e-03, size: 672, ETA: 10:39:32
2024-12-17 05:28:29.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.841e-03, size: 608, ETA: 10:39:30
2024-12-17 05:28:32.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 1.841e-03, size: 640, ETA: 10:39:29
2024-12-17 05:28:34.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.841e-03, size: 672, ETA: 10:39:27
2024-12-17 05:28:37.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.841e-03, size: 672, ETA: 10:39:25
2024-12-17 05:28:39.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.841e-03, size: 608, ETA: 10:39:22
2024-12-17 05:28:41.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.840e-03, size: 544, ETA: 10:39:19
2024-12-17 05:28:42.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.840e-03, size: 544, ETA: 10:39:17
2024-12-17 05:28:44.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.840e-03, size: 672, ETA: 10:39:14
2024-12-17 05:28:46.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.840e-03, size: 640, ETA: 10:39:11
2024-12-17 05:28:48.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.840e-03, size: 704, ETA: 10:39:09
2024-12-17 05:28:51.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.840e-03, size: 608, ETA: 10:39:07
2024-12-17 05:28:54.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.840e-03, size: 544, ETA: 10:39:05
2024-12-17 05:28:56.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.839e-03, size: 672, ETA: 10:39:04
2024-12-17 05:28:59.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.839e-03, size: 640, ETA: 10:39:03
2024-12-17 05:29:01.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.839e-03, size: 704, ETA: 10:39:00
2024-12-17 05:29:03.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.839e-03, size: 544, ETA: 10:38:58
2024-12-17 05:29:05.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.839e-03, size: 576, ETA: 10:38:55
2024-12-17 05:29:07.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.839e-03, size: 704, ETA: 10:38:52
2024-12-17 05:29:09.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.839e-03, size: 704, ETA: 10:38:50
2024-12-17 05:29:11.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.838e-03, size: 672, ETA: 10:38:47
2024-12-17 05:29:13.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.838e-03, size: 736, ETA: 10:38:45
2024-12-17 05:29:15.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.838e-03, size: 736, ETA: 10:38:43
2024-12-17 05:29:17.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.838e-03, size: 736, ETA: 10:38:40
2024-12-17 05:29:20.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.838e-03, size: 608, ETA: 10:38:38
2024-12-17 05:29:22.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.838e-03, size: 640, ETA: 10:38:35
2024-12-17 05:29:24.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.838e-03, size: 672, ETA: 10:38:33
2024-12-17 05:29:26.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.837e-03, size: 544, ETA: 10:38:31
2024-12-17 05:29:29.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.837e-03, size: 672, ETA: 10:38:29
2024-12-17 05:29:31.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.837e-03, size: 672, ETA: 10:38:27
2024-12-17 05:29:33.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.837e-03, size: 544, ETA: 10:38:25
2024-12-17 05:29:35.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.837e-03, size: 576, ETA: 10:38:23
2024-12-17 05:29:37.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.837e-03, size: 640, ETA: 10:38:20
2024-12-17 05:29:39.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.836e-03, size: 704, ETA: 10:38:17
2024-12-17 05:29:41.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.836e-03, size: 704, ETA: 10:38:15
2024-12-17 05:29:43.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.836e-03, size: 704, ETA: 10:38:12
2024-12-17 05:29:45.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.836e-03, size: 704, ETA: 10:38:09
2024-12-17 05:29:48.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.836e-03, size: 544, ETA: 10:38:07
2024-12-17 05:29:50.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.836e-03, size: 704, ETA: 10:38:05
2024-12-17 05:29:53.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.836e-03, size: 704, ETA: 10:38:04
2024-12-17 05:29:55.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.835e-03, size: 672, ETA: 10:38:02
2024-12-17 05:29:58.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.835e-03, size: 736, ETA: 10:38:01
2024-12-17 05:30:01.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.835e-03, size: 672, ETA: 10:38:00
2024-12-17 05:30:03.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.835e-03, size: 608, ETA: 10:37:57
2024-12-17 05:30:04.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.835e-03, size: 672, ETA: 10:37:54
2024-12-17 05:30:06.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.835e-03, size: 544, ETA: 10:37:51
2024-12-17 05:30:08.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.835e-03, size: 608, ETA: 10:37:48
2024-12-17 05:30:10.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.834e-03, size: 672, ETA: 10:37:46
2024-12-17 05:30:13.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.834e-03, size: 736, ETA: 10:37:44
2024-12-17 05:30:15.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.834e-03, size: 544, ETA: 10:37:42
2024-12-17 05:30:18.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.834e-03, size: 640, ETA: 10:37:40
2024-12-17 05:30:20.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.267s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.834e-03, size: 640, ETA: 10:37:39
2024-12-17 05:30:23.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.285s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.834e-03, size: 672, ETA: 10:37:38
2024-12-17 05:30:26.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.834e-03, size: 640, ETA: 10:37:36
2024-12-17 05:30:28.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.833e-03, size: 672, ETA: 10:37:34
2024-12-17 05:30:30.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.833e-03, size: 704, ETA: 10:37:31
2024-12-17 05:30:32.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.833e-03, size: 608, ETA: 10:37:28
2024-12-17 05:30:34.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.833e-03, size: 640, ETA: 10:37:26
2024-12-17 05:30:36.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.833e-03, size: 608, ETA: 10:37:23
2024-12-17 05:30:37.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.833e-03, size: 736, ETA: 10:37:20
2024-12-17 05:30:40.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.833e-03, size: 608, ETA: 10:37:18
2024-12-17 05:30:42.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.832e-03, size: 608, ETA: 10:37:15
2024-12-17 05:30:44.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.832e-03, size: 576, ETA: 10:37:12
2024-12-17 05:30:46.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.832e-03, size: 544, ETA: 10:37:10
2024-12-17 05:30:48.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.832e-03, size: 704, ETA: 10:37:08
2024-12-17 05:30:50.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.832e-03, size: 672, ETA: 10:37:06
2024-12-17 05:30:53.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.832e-03, size: 704, ETA: 10:37:05
2024-12-17 05:30:55.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.832e-03, size: 608, ETA: 10:37:03
2024-12-17 05:30:58.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.831e-03, size: 704, ETA: 10:37:01
2024-12-17 05:31:00.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.831e-03, size: 736, ETA: 10:36:58
2024-12-17 05:31:02.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.831e-03, size: 672, ETA: 10:36:56
2024-12-17 05:31:04.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.831e-03, size: 608, ETA: 10:36:53
2024-12-17 05:31:06.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.831e-03, size: 544, ETA: 10:36:50
2024-12-17 05:31:08.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.831e-03, size: 704, ETA: 10:36:48
2024-12-17 05:31:10.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.831e-03, size: 640, ETA: 10:36:45
2024-12-17 05:31:12.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.830e-03, size: 672, ETA: 10:36:43
2024-12-17 05:31:15.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.830e-03, size: 576, ETA: 10:36:41
2024-12-17 05:31:17.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.830e-03, size: 672, ETA: 10:36:39
2024-12-17 05:31:19.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.830e-03, size: 544, ETA: 10:36:38
2024-12-17 05:31:22.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.830e-03, size: 704, ETA: 10:36:35
2024-12-17 05:31:24.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.830e-03, size: 608, ETA: 10:36:33
2024-12-17 05:31:26.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.830e-03, size: 736, ETA: 10:36:30
2024-12-17 05:31:28.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.829e-03, size: 704, ETA: 10:36:28
2024-12-17 05:31:30.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.829e-03, size: 672, ETA: 10:36:25
2024-12-17 05:31:32.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.829e-03, size: 544, ETA: 10:36:23
2024-12-17 05:31:34.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.829e-03, size: 608, ETA: 10:36:20
2024-12-17 05:31:36.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.829e-03, size: 640, ETA: 10:36:18
2024-12-17 05:31:39.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.829e-03, size: 544, ETA: 10:36:16
2024-12-17 05:31:41.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.828e-03, size: 576, ETA: 10:36:14
2024-12-17 05:31:43.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.828e-03, size: 672, ETA: 10:36:13
2024-12-17 05:31:46.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.828e-03, size: 544, ETA: 10:36:11
2024-12-17 05:31:48.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.828e-03, size: 736, ETA: 10:36:09
2024-12-17 05:31:51.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.828e-03, size: 736, ETA: 10:36:07
2024-12-17 05:31:53.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.828e-03, size: 608, ETA: 10:36:04
2024-12-17 05:31:55.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.828e-03, size: 608, ETA: 10:36:02
2024-12-17 05:31:57.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.827e-03, size: 576, ETA: 10:35:59
2024-12-17 05:31:59.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.827e-03, size: 672, ETA: 10:35:56
2024-12-17 05:32:01.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.827e-03, size: 608, ETA: 10:35:54
2024-12-17 05:32:03.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.827e-03, size: 608, ETA: 10:35:52
2024-12-17 05:32:06.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.827e-03, size: 736, ETA: 10:35:50
2024-12-17 05:32:08.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.827e-03, size: 608, ETA: 10:35:48
2024-12-17 05:32:10.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.827e-03, size: 544, ETA: 10:35:46
2024-12-17 05:32:13.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.221s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.826e-03, size: 704, ETA: 10:35:44
2024-12-17 05:32:15.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.826e-03, size: 544, ETA: 10:35:42
2024-12-17 05:32:17.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.826e-03, size: 672, ETA: 10:35:39
2024-12-17 05:32:19.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.826e-03, size: 576, ETA: 10:35:36
2024-12-17 05:32:21.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.826e-03, size: 672, ETA: 10:35:33
2024-12-17 05:32:23.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.007s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.826e-03, size: 704, ETA: 10:35:31
2024-12-17 05:32:25.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.826e-03, size: 576, ETA: 10:35:29
2024-12-17 05:32:28.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.825e-03, size: 704, ETA: 10:35:27
2024-12-17 05:32:30.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 39/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.825e-03, size: 640, ETA: 10:35:26
2024-12-17 05:32:31.525 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 05:32:31.945 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch40
2024-12-17 05:32:34.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.825e-03, size: 608, ETA: 10:35:23
2024-12-17 05:32:36.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.825e-03, size: 736, ETA: 10:35:22
2024-12-17 05:32:39.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.825e-03, size: 576, ETA: 10:35:21
2024-12-17 05:32:42.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.825e-03, size: 608, ETA: 10:35:19
2024-12-17 05:32:44.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.824e-03, size: 736, ETA: 10:35:17
2024-12-17 05:32:46.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.824e-03, size: 704, ETA: 10:35:14
2024-12-17 05:32:49.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.824e-03, size: 576, ETA: 10:35:12
2024-12-17 05:32:51.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.824e-03, size: 640, ETA: 10:35:10
2024-12-17 05:32:53.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.824e-03, size: 576, ETA: 10:35:07
2024-12-17 05:32:55.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.824e-03, size: 736, ETA: 10:35:05
2024-12-17 05:32:57.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.824e-03, size: 672, ETA: 10:35:02
2024-12-17 05:32:59.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.823e-03, size: 736, ETA: 10:35:00
2024-12-17 05:33:01.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.823e-03, size: 544, ETA: 10:34:58
2024-12-17 05:33:04.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.823e-03, size: 608, ETA: 10:34:56
2024-12-17 05:33:06.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.823e-03, size: 544, ETA: 10:34:54
2024-12-17 05:33:09.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.823e-03, size: 576, ETA: 10:34:52
2024-12-17 05:33:11.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.823e-03, size: 672, ETA: 10:34:50
2024-12-17 05:33:13.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.823e-03, size: 736, ETA: 10:34:47
2024-12-17 05:33:15.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.822e-03, size: 576, ETA: 10:34:45
2024-12-17 05:33:17.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.822e-03, size: 736, ETA: 10:34:42
2024-12-17 05:33:19.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.822e-03, size: 640, ETA: 10:34:40
2024-12-17 05:33:21.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.822e-03, size: 736, ETA: 10:34:37
2024-12-17 05:33:23.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.822e-03, size: 640, ETA: 10:34:35
2024-12-17 05:33:25.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.822e-03, size: 736, ETA: 10:34:32
2024-12-17 05:33:27.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.822e-03, size: 640, ETA: 10:34:30
2024-12-17 05:33:29.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.821e-03, size: 576, ETA: 10:34:27
2024-12-17 05:33:31.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.821e-03, size: 704, ETA: 10:34:25
2024-12-17 05:33:33.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.821e-03, size: 640, ETA: 10:34:22
2024-12-17 05:33:35.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.821e-03, size: 704, ETA: 10:34:20
2024-12-17 05:33:37.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.821e-03, size: 704, ETA: 10:34:17
2024-12-17 05:33:39.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.821e-03, size: 576, ETA: 10:34:15
2024-12-17 05:33:41.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.821e-03, size: 576, ETA: 10:34:12
2024-12-17 05:33:43.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.820e-03, size: 672, ETA: 10:34:09
2024-12-17 05:33:46.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.820e-03, size: 704, ETA: 10:34:07
2024-12-17 05:33:48.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.820e-03, size: 736, ETA: 10:34:05
2024-12-17 05:33:50.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.820e-03, size: 608, ETA: 10:34:02
2024-12-17 05:33:52.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.820e-03, size: 544, ETA: 10:33:59
2024-12-17 05:33:54.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.820e-03, size: 704, ETA: 10:33:57
2024-12-17 05:33:56.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.820e-03, size: 608, ETA: 10:33:54
2024-12-17 05:33:58.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.819e-03, size: 736, ETA: 10:33:51
2024-12-17 05:34:00.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.819e-03, size: 736, ETA: 10:33:49
2024-12-17 05:34:02.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.819e-03, size: 544, ETA: 10:33:46
2024-12-17 05:34:04.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.819e-03, size: 544, ETA: 10:33:43
2024-12-17 05:34:06.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.819e-03, size: 576, ETA: 10:33:41
2024-12-17 05:34:08.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.819e-03, size: 640, ETA: 10:33:39
2024-12-17 05:34:10.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.818e-03, size: 640, ETA: 10:33:36
2024-12-17 05:34:12.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.818e-03, size: 640, ETA: 10:33:33
2024-12-17 05:34:14.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.818e-03, size: 608, ETA: 10:33:31
2024-12-17 05:34:16.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.818e-03, size: 640, ETA: 10:33:28
2024-12-17 05:34:18.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.818e-03, size: 704, ETA: 10:33:25
2024-12-17 05:34:19.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.818e-03, size: 736, ETA: 10:33:22
2024-12-17 05:34:22.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.818e-03, size: 672, ETA: 10:33:20
2024-12-17 05:34:23.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.817e-03, size: 576, ETA: 10:33:17
2024-12-17 05:34:25.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.817e-03, size: 640, ETA: 10:33:14
2024-12-17 05:34:27.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.817e-03, size: 704, ETA: 10:33:12
2024-12-17 05:34:29.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.817e-03, size: 704, ETA: 10:33:09
2024-12-17 05:34:31.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.817e-03, size: 640, ETA: 10:33:07
2024-12-17 05:34:33.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.817e-03, size: 640, ETA: 10:33:04
2024-12-17 05:34:35.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.817e-03, size: 608, ETA: 10:33:01
2024-12-17 05:34:37.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.816e-03, size: 576, ETA: 10:32:58
2024-12-17 05:34:39.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.816e-03, size: 672, ETA: 10:32:56
2024-12-17 05:34:41.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.816e-03, size: 736, ETA: 10:32:53
2024-12-17 05:34:43.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.816e-03, size: 640, ETA: 10:32:51
2024-12-17 05:34:45.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.816e-03, size: 544, ETA: 10:32:48
2024-12-17 05:34:47.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.816e-03, size: 608, ETA: 10:32:45
2024-12-17 05:34:49.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.816e-03, size: 736, ETA: 10:32:42
2024-12-17 05:34:51.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.815e-03, size: 640, ETA: 10:32:40
2024-12-17 05:34:53.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.815e-03, size: 640, ETA: 10:32:37
2024-12-17 05:34:55.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.815e-03, size: 704, ETA: 10:32:34
2024-12-17 05:34:57.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.815e-03, size: 608, ETA: 10:32:31
2024-12-17 05:34:59.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.815e-03, size: 672, ETA: 10:32:29
2024-12-17 05:35:01.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.815e-03, size: 704, ETA: 10:32:26
2024-12-17 05:35:03.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.815e-03, size: 544, ETA: 10:32:23
2024-12-17 05:35:04.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.814e-03, size: 544, ETA: 10:32:20
2024-12-17 05:35:06.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.814e-03, size: 672, ETA: 10:32:18
2024-12-17 05:35:08.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.814e-03, size: 704, ETA: 10:32:15
2024-12-17 05:35:11.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.814e-03, size: 608, ETA: 10:32:13
2024-12-17 05:35:13.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.203s, data_time: 0.004s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.814e-03, size: 736, ETA: 10:32:10
2024-12-17 05:35:15.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.814e-03, size: 640, ETA: 10:32:08
2024-12-17 05:35:16.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.813e-03, size: 672, ETA: 10:32:05
2024-12-17 05:35:18.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.813e-03, size: 704, ETA: 10:32:02
2024-12-17 05:35:20.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.813e-03, size: 736, ETA: 10:31:59
2024-12-17 05:35:22.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.813e-03, size: 608, ETA: 10:31:57
2024-12-17 05:35:24.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.813e-03, size: 608, ETA: 10:31:54
2024-12-17 05:35:26.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.813e-03, size: 608, ETA: 10:31:51
2024-12-17 05:35:28.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.813e-03, size: 608, ETA: 10:31:48
2024-12-17 05:35:30.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.812e-03, size: 736, ETA: 10:31:46
2024-12-17 05:35:32.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.812e-03, size: 544, ETA: 10:31:43
2024-12-17 05:35:34.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.812e-03, size: 608, ETA: 10:31:40
2024-12-17 05:35:36.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.812e-03, size: 704, ETA: 10:31:38
2024-12-17 05:35:38.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.812e-03, size: 672, ETA: 10:31:35
2024-12-17 05:35:40.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.812e-03, size: 640, ETA: 10:31:32
2024-12-17 05:35:42.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.812e-03, size: 640, ETA: 10:31:29
2024-12-17 05:35:44.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.811e-03, size: 736, ETA: 10:31:27
2024-12-17 05:35:46.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.811e-03, size: 704, ETA: 10:31:24
2024-12-17 05:35:48.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.811e-03, size: 704, ETA: 10:31:22
2024-12-17 05:35:50.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.811e-03, size: 576, ETA: 10:31:19
2024-12-17 05:35:52.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.811e-03, size: 704, ETA: 10:31:16
2024-12-17 05:35:54.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.811e-03, size: 704, ETA: 10:31:14
2024-12-17 05:35:56.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.811e-03, size: 672, ETA: 10:31:11
2024-12-17 05:35:58.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.810e-03, size: 736, ETA: 10:31:09
2024-12-17 05:36:00.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.810e-03, size: 576, ETA: 10:31:06
2024-12-17 05:36:02.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.810e-03, size: 672, ETA: 10:31:03
2024-12-17 05:36:04.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.810e-03, size: 608, ETA: 10:31:00
2024-12-17 05:36:06.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.810e-03, size: 704, ETA: 10:30:58
2024-12-17 05:36:08.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.810e-03, size: 704, ETA: 10:30:55
2024-12-17 05:36:10.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.810e-03, size: 576, ETA: 10:30:53
2024-12-17 05:36:12.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.809e-03, size: 608, ETA: 10:30:50
2024-12-17 05:36:14.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.809e-03, size: 672, ETA: 10:30:48
2024-12-17 05:36:16.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.809e-03, size: 544, ETA: 10:30:45
2024-12-17 05:36:18.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.809e-03, size: 704, ETA: 10:30:43
2024-12-17 05:36:20.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.809e-03, size: 544, ETA: 10:30:40
2024-12-17 05:36:22.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.809e-03, size: 736, ETA: 10:30:38
2024-12-17 05:36:24.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.808e-03, size: 544, ETA: 10:30:35
2024-12-17 05:36:26.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.808e-03, size: 544, ETA: 10:30:32
2024-12-17 05:36:28.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.808e-03, size: 640, ETA: 10:30:30
2024-12-17 05:36:30.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.808e-03, size: 544, ETA: 10:30:27
2024-12-17 05:36:32.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.808e-03, size: 672, ETA: 10:30:24
2024-12-17 05:36:33.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.808e-03, size: 544, ETA: 10:30:21
2024-12-17 05:36:35.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.808e-03, size: 704, ETA: 10:30:18
2024-12-17 05:36:37.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.807e-03, size: 640, ETA: 10:30:16
2024-12-17 05:36:39.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.807e-03, size: 608, ETA: 10:30:13
2024-12-17 05:36:41.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.807e-03, size: 576, ETA: 10:30:11
2024-12-17 05:36:43.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.807e-03, size: 704, ETA: 10:30:08
2024-12-17 05:36:45.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.807e-03, size: 608, ETA: 10:30:05
2024-12-17 05:36:47.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.807e-03, size: 608, ETA: 10:30:03
2024-12-17 05:36:49.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.807e-03, size: 576, ETA: 10:30:00
2024-12-17 05:36:51.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.806e-03, size: 544, ETA: 10:29:57
2024-12-17 05:36:53.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.806e-03, size: 544, ETA: 10:29:54
2024-12-17 05:36:55.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.806e-03, size: 672, ETA: 10:29:51
2024-12-17 05:36:57.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.806e-03, size: 544, ETA: 10:29:48
2024-12-17 05:36:58.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.806e-03, size: 544, ETA: 10:29:46
2024-12-17 05:37:00.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.806e-03, size: 672, ETA: 10:29:43
2024-12-17 05:37:02.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.806e-03, size: 704, ETA: 10:29:40
2024-12-17 05:37:05.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.805e-03, size: 736, ETA: 10:29:38
2024-12-17 05:37:07.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.805e-03, size: 576, ETA: 10:29:35
2024-12-17 05:37:09.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.805e-03, size: 672, ETA: 10:29:33
2024-12-17 05:37:11.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.805e-03, size: 704, ETA: 10:29:30
2024-12-17 05:37:12.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.805e-03, size: 544, ETA: 10:29:27
2024-12-17 05:37:14.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.805e-03, size: 704, ETA: 10:29:25
2024-12-17 05:37:16.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.805e-03, size: 544, ETA: 10:29:22
2024-12-17 05:37:18.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.804e-03, size: 544, ETA: 10:29:19
2024-12-17 05:37:20.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.804e-03, size: 736, ETA: 10:29:16
2024-12-17 05:37:22.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.804e-03, size: 672, ETA: 10:29:14
2024-12-17 05:37:24.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.804e-03, size: 576, ETA: 10:29:11
2024-12-17 05:37:26.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.804e-03, size: 640, ETA: 10:29:08
2024-12-17 05:37:28.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.804e-03, size: 704, ETA: 10:29:05
2024-12-17 05:37:30.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.803e-03, size: 736, ETA: 10:29:03
2024-12-17 05:37:32.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.803e-03, size: 704, ETA: 10:29:00
2024-12-17 05:37:34.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.803e-03, size: 672, ETA: 10:28:57
2024-12-17 05:37:36.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.803e-03, size: 736, ETA: 10:28:55
2024-12-17 05:37:38.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.803e-03, size: 576, ETA: 10:28:53
2024-12-17 05:37:40.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.803e-03, size: 544, ETA: 10:28:49
2024-12-17 05:37:42.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.803e-03, size: 704, ETA: 10:28:47
2024-12-17 05:37:44.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.802e-03, size: 576, ETA: 10:28:45
2024-12-17 05:37:46.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.802e-03, size: 608, ETA: 10:28:42
2024-12-17 05:37:48.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.802e-03, size: 608, ETA: 10:28:39
2024-12-17 05:37:50.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.802e-03, size: 640, ETA: 10:28:36
2024-12-17 05:37:52.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.802e-03, size: 704, ETA: 10:28:34
2024-12-17 05:37:54.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.802e-03, size: 544, ETA: 10:28:31
2024-12-17 05:37:55.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.802e-03, size: 704, ETA: 10:28:28
2024-12-17 05:37:57.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.801e-03, size: 640, ETA: 10:28:26
2024-12-17 05:37:59.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.801e-03, size: 608, ETA: 10:28:23
2024-12-17 05:38:01.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.801e-03, size: 736, ETA: 10:28:20
2024-12-17 05:38:03.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.801e-03, size: 640, ETA: 10:28:18
2024-12-17 05:38:06.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.801e-03, size: 704, ETA: 10:28:15
2024-12-17 05:38:08.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.801e-03, size: 704, ETA: 10:28:13
2024-12-17 05:38:10.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.801e-03, size: 736, ETA: 10:28:11
2024-12-17 05:38:12.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.800e-03, size: 736, ETA: 10:28:08
2024-12-17 05:38:14.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.800e-03, size: 608, ETA: 10:28:06
2024-12-17 05:38:16.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.800e-03, size: 608, ETA: 10:28:03
2024-12-17 05:38:18.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.800e-03, size: 576, ETA: 10:28:00
2024-12-17 05:38:20.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.800e-03, size: 736, ETA: 10:27:58
2024-12-17 05:38:22.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.800e-03, size: 544, ETA: 10:27:55
2024-12-17 05:38:24.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.799e-03, size: 608, ETA: 10:27:52
2024-12-17 05:38:26.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.799e-03, size: 736, ETA: 10:27:50
2024-12-17 05:38:28.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.799e-03, size: 544, ETA: 10:27:47
2024-12-17 05:38:30.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.799e-03, size: 640, ETA: 10:27:44
2024-12-17 05:38:32.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.799e-03, size: 640, ETA: 10:27:42
2024-12-17 05:38:34.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.799e-03, size: 608, ETA: 10:27:39
2024-12-17 05:38:36.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.799e-03, size: 544, ETA: 10:27:37
2024-12-17 05:38:37.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.798e-03, size: 608, ETA: 10:27:34
2024-12-17 05:38:39.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.798e-03, size: 736, ETA: 10:27:31
2024-12-17 05:38:41.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.798e-03, size: 608, ETA: 10:27:29
2024-12-17 05:38:43.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.798e-03, size: 576, ETA: 10:27:26
2024-12-17 05:38:46.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.798e-03, size: 640, ETA: 10:27:23
2024-12-17 05:38:47.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.798e-03, size: 544, ETA: 10:27:21
2024-12-17 05:38:49.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.798e-03, size: 640, ETA: 10:27:18
2024-12-17 05:38:51.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.797e-03, size: 576, ETA: 10:27:15
2024-12-17 05:38:54.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.797e-03, size: 672, ETA: 10:27:13
2024-12-17 05:38:56.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.797e-03, size: 640, ETA: 10:27:11
2024-12-17 05:38:58.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.797e-03, size: 576, ETA: 10:27:08
2024-12-17 05:39:00.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.797e-03, size: 704, ETA: 10:27:05
2024-12-17 05:39:02.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.797e-03, size: 640, ETA: 10:27:03
2024-12-17 05:39:04.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.797e-03, size: 544, ETA: 10:27:00
2024-12-17 05:39:06.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.796e-03, size: 576, ETA: 10:26:58
2024-12-17 05:39:08.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.796e-03, size: 672, ETA: 10:26:55
2024-12-17 05:39:10.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.796e-03, size: 736, ETA: 10:26:53
2024-12-17 05:39:12.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.796e-03, size: 640, ETA: 10:26:51
2024-12-17 05:39:14.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.796e-03, size: 576, ETA: 10:26:48
2024-12-17 05:39:16.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.796e-03, size: 672, ETA: 10:26:46
2024-12-17 05:39:18.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.795e-03, size: 704, ETA: 10:26:43
2024-12-17 05:39:20.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.795e-03, size: 544, ETA: 10:26:41
2024-12-17 05:39:22.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.795e-03, size: 640, ETA: 10:26:38
2024-12-17 05:39:24.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.795e-03, size: 704, ETA: 10:26:35
2024-12-17 05:39:26.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.795e-03, size: 608, ETA: 10:26:33
2024-12-17 05:39:28.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.795e-03, size: 544, ETA: 10:26:30
2024-12-17 05:39:30.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.795e-03, size: 544, ETA: 10:26:27
2024-12-17 05:39:32.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.794e-03, size: 544, ETA: 10:26:25
2024-12-17 05:39:34.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.794e-03, size: 544, ETA: 10:26:22
2024-12-17 05:39:36.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.794e-03, size: 672, ETA: 10:26:19
2024-12-17 05:39:38.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.794e-03, size: 704, ETA: 10:26:17
2024-12-17 05:39:40.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.794e-03, size: 608, ETA: 10:26:14
2024-12-17 05:39:42.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.794e-03, size: 736, ETA: 10:26:12
2024-12-17 05:39:44.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.794e-03, size: 640, ETA: 10:26:09
2024-12-17 05:39:46.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.793e-03, size: 544, ETA: 10:26:06
2024-12-17 05:39:48.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.793e-03, size: 640, ETA: 10:26:04
2024-12-17 05:39:50.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.793e-03, size: 576, ETA: 10:26:01
2024-12-17 05:39:52.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.793e-03, size: 704, ETA: 10:25:59
2024-12-17 05:39:54.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.793e-03, size: 704, ETA: 10:25:56
2024-12-17 05:39:56.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.793e-03, size: 544, ETA: 10:25:53
2024-12-17 05:39:58.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.793e-03, size: 544, ETA: 10:25:51
2024-12-17 05:40:00.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.792e-03, size: 704, ETA: 10:25:48
2024-12-17 05:40:02.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.792e-03, size: 640, ETA: 10:25:45
2024-12-17 05:40:04.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.792e-03, size: 608, ETA: 10:25:43
2024-12-17 05:40:06.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.792e-03, size: 576, ETA: 10:25:40
2024-12-17 05:40:08.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.792e-03, size: 704, ETA: 10:25:37
2024-12-17 05:40:10.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.792e-03, size: 608, ETA: 10:25:35
2024-12-17 05:40:12.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.792e-03, size: 640, ETA: 10:25:32
2024-12-17 05:40:14.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.791e-03, size: 672, ETA: 10:25:29
2024-12-17 05:40:16.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.791e-03, size: 544, ETA: 10:25:27
2024-12-17 05:40:18.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.791e-03, size: 672, ETA: 10:25:24
2024-12-17 05:40:20.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.791e-03, size: 704, ETA: 10:25:22
2024-12-17 05:40:22.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.791e-03, size: 736, ETA: 10:25:19
2024-12-17 05:40:24.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.791e-03, size: 640, ETA: 10:25:17
2024-12-17 05:40:26.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.790e-03, size: 640, ETA: 10:25:14
2024-12-17 05:40:28.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.790e-03, size: 640, ETA: 10:25:12
2024-12-17 05:40:30.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.790e-03, size: 640, ETA: 10:25:10
2024-12-17 05:40:33.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.220s, data_time: 0.018s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.790e-03, size: 736, ETA: 10:25:08
2024-12-17 05:40:35.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.790e-03, size: 704, ETA: 10:25:06
2024-12-17 05:40:38.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.790e-03, size: 736, ETA: 10:25:04
2024-12-17 05:40:40.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 40/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.790e-03, size: 736, ETA: 10:25:03
2024-12-17 05:40:41.600 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 05:41:37.542 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 05:41:37.719 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 05:41:37.775 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.06s)
2024-12-17 05:41:37.775 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 05:41:37.783 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 05:41:38.362 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.28 ms, Average inference time: 3.22 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.922
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.985
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.953
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.032
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.695
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.937
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.876
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.939
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.939
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.475
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.803
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.953
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 92.157 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 93.896 |

2024-12-17 05:41:38.363 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 05:41:39.517 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch41
2024-12-17 05:41:42.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.317s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.789e-03, size: 736, ETA: 10:25:01
2024-12-17 05:41:45.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.789e-03, size: 544, ETA: 10:25:00
2024-12-17 05:41:48.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.789e-03, size: 672, ETA: 10:24:59
2024-12-17 05:41:51.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.789e-03, size: 576, ETA: 10:24:58
2024-12-17 05:41:53.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.789e-03, size: 544, ETA: 10:24:56
2024-12-17 05:41:56.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.789e-03, size: 640, ETA: 10:24:55
2024-12-17 05:41:58.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.788e-03, size: 704, ETA: 10:24:53
2024-12-17 05:42:01.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.788e-03, size: 736, ETA: 10:24:52
2024-12-17 05:42:04.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.788e-03, size: 736, ETA: 10:24:52
2024-12-17 05:42:07.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.267s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.788e-03, size: 640, ETA: 10:24:50
2024-12-17 05:42:10.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.788e-03, size: 544, ETA: 10:24:49
2024-12-17 05:42:13.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.788e-03, size: 672, ETA: 10:24:48
2024-12-17 05:42:15.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.788e-03, size: 672, ETA: 10:24:46
2024-12-17 05:42:17.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.787e-03, size: 608, ETA: 10:24:44
2024-12-17 05:42:19.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.787e-03, size: 608, ETA: 10:24:41
2024-12-17 05:42:21.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.787e-03, size: 704, ETA: 10:24:38
2024-12-17 05:42:23.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.787e-03, size: 608, ETA: 10:24:35
2024-12-17 05:42:25.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.787e-03, size: 640, ETA: 10:24:33
2024-12-17 05:42:28.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.787e-03, size: 544, ETA: 10:24:31
2024-12-17 05:42:30.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.787e-03, size: 704, ETA: 10:24:29
2024-12-17 05:42:33.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.786e-03, size: 704, ETA: 10:24:28
2024-12-17 05:42:35.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.786e-03, size: 544, ETA: 10:24:26
2024-12-17 05:42:38.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.786e-03, size: 608, ETA: 10:24:25
2024-12-17 05:42:40.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.786e-03, size: 672, ETA: 10:24:22
2024-12-17 05:42:42.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.786e-03, size: 736, ETA: 10:24:20
2024-12-17 05:42:44.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.786e-03, size: 608, ETA: 10:24:17
2024-12-17 05:42:46.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.786e-03, size: 544, ETA: 10:24:15
2024-12-17 05:42:48.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.785e-03, size: 736, ETA: 10:24:12
2024-12-17 05:42:50.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.785e-03, size: 640, ETA: 10:24:10
2024-12-17 05:42:53.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.785e-03, size: 736, ETA: 10:24:08
2024-12-17 05:42:55.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.785e-03, size: 736, ETA: 10:24:06
2024-12-17 05:42:57.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.785e-03, size: 608, ETA: 10:24:04
2024-12-17 05:43:00.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.785e-03, size: 704, ETA: 10:24:03
2024-12-17 05:43:03.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.784e-03, size: 576, ETA: 10:24:01
2024-12-17 05:43:05.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.784e-03, size: 576, ETA: 10:23:59
2024-12-17 05:43:07.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.784e-03, size: 672, ETA: 10:23:56
2024-12-17 05:43:09.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.784e-03, size: 544, ETA: 10:23:54
2024-12-17 05:43:11.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.784e-03, size: 640, ETA: 10:23:51
2024-12-17 05:43:13.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.784e-03, size: 704, ETA: 10:23:49
2024-12-17 05:43:15.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.784e-03, size: 576, ETA: 10:23:46
2024-12-17 05:43:17.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.783e-03, size: 608, ETA: 10:23:43
2024-12-17 05:43:19.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.783e-03, size: 704, ETA: 10:23:41
2024-12-17 05:43:22.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.783e-03, size: 640, ETA: 10:23:39
2024-12-17 05:43:24.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.783e-03, size: 544, ETA: 10:23:37
2024-12-17 05:43:26.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.783e-03, size: 704, ETA: 10:23:36
2024-12-17 05:43:29.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.783e-03, size: 704, ETA: 10:23:34
2024-12-17 05:43:32.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.783e-03, size: 608, ETA: 10:23:33
2024-12-17 05:43:34.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.782e-03, size: 640, ETA: 10:23:30
2024-12-17 05:43:36.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.782e-03, size: 544, ETA: 10:23:27
2024-12-17 05:43:38.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.782e-03, size: 704, ETA: 10:23:25
2024-12-17 05:43:41.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.782e-03, size: 640, ETA: 10:23:24
2024-12-17 05:43:44.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.782e-03, size: 704, ETA: 10:23:23
2024-12-17 05:43:46.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.782e-03, size: 576, ETA: 10:23:22
2024-12-17 05:43:49.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.781e-03, size: 576, ETA: 10:23:20
2024-12-17 05:43:51.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.781e-03, size: 544, ETA: 10:23:17
2024-12-17 05:43:53.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.781e-03, size: 576, ETA: 10:23:15
2024-12-17 05:43:54.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.781e-03, size: 544, ETA: 10:23:11
2024-12-17 05:43:56.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.781e-03, size: 704, ETA: 10:23:09
2024-12-17 05:43:58.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.781e-03, size: 672, ETA: 10:23:06
2024-12-17 05:44:00.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.781e-03, size: 576, ETA: 10:23:03
2024-12-17 05:44:02.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.780e-03, size: 640, ETA: 10:23:01
2024-12-17 05:44:05.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.780e-03, size: 640, ETA: 10:22:59
2024-12-17 05:44:07.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.780e-03, size: 544, ETA: 10:22:57
2024-12-17 05:44:10.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.780e-03, size: 736, ETA: 10:22:56
2024-12-17 05:44:12.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.780e-03, size: 672, ETA: 10:22:54
2024-12-17 05:44:15.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.780e-03, size: 704, ETA: 10:22:52
2024-12-17 05:44:17.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.780e-03, size: 608, ETA: 10:22:49
2024-12-17 05:44:18.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.779e-03, size: 640, ETA: 10:22:46
2024-12-17 05:44:20.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.779e-03, size: 672, ETA: 10:22:44
2024-12-17 05:44:22.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.779e-03, size: 736, ETA: 10:22:41
2024-12-17 05:44:25.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.779e-03, size: 736, ETA: 10:22:39
2024-12-17 05:44:27.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.779e-03, size: 640, ETA: 10:22:37
2024-12-17 05:44:29.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.779e-03, size: 544, ETA: 10:22:35
2024-12-17 05:44:31.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.779e-03, size: 544, ETA: 10:22:32
2024-12-17 05:44:34.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.778e-03, size: 608, ETA: 10:22:31
2024-12-17 05:44:36.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.778e-03, size: 544, ETA: 10:22:29
2024-12-17 05:44:39.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.778e-03, size: 608, ETA: 10:22:28
2024-12-17 05:44:41.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.778e-03, size: 736, ETA: 10:22:25
2024-12-17 05:44:43.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.778e-03, size: 704, ETA: 10:22:23
2024-12-17 05:44:45.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.778e-03, size: 544, ETA: 10:22:20
2024-12-17 05:44:47.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.777e-03, size: 640, ETA: 10:22:18
2024-12-17 05:44:49.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.777e-03, size: 544, ETA: 10:22:15
2024-12-17 05:44:51.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.777e-03, size: 576, ETA: 10:22:12
2024-12-17 05:44:53.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.777e-03, size: 736, ETA: 10:22:10
2024-12-17 05:44:56.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.777e-03, size: 704, ETA: 10:22:08
2024-12-17 05:44:59.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.777e-03, size: 704, ETA: 10:22:07
2024-12-17 05:45:01.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.777e-03, size: 672, ETA: 10:22:05
2024-12-17 05:45:04.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.270s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.776e-03, size: 640, ETA: 10:22:03
2024-12-17 05:45:06.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.776e-03, size: 704, ETA: 10:22:01
2024-12-17 05:45:08.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.776e-03, size: 736, ETA: 10:21:59
2024-12-17 05:45:10.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.776e-03, size: 736, ETA: 10:21:56
2024-12-17 05:45:12.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.776e-03, size: 672, ETA: 10:21:54
2024-12-17 05:45:15.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.776e-03, size: 576, ETA: 10:21:52
2024-12-17 05:45:17.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.776e-03, size: 704, ETA: 10:21:50
2024-12-17 05:45:19.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.775e-03, size: 672, ETA: 10:21:48
2024-12-17 05:45:22.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.775e-03, size: 576, ETA: 10:21:46
2024-12-17 05:45:24.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.775e-03, size: 544, ETA: 10:21:44
2024-12-17 05:45:26.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.775e-03, size: 544, ETA: 10:21:42
2024-12-17 05:45:29.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.775e-03, size: 704, ETA: 10:21:41
2024-12-17 05:45:31.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.775e-03, size: 576, ETA: 10:21:39
2024-12-17 05:45:33.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.774e-03, size: 640, ETA: 10:21:36
2024-12-17 05:45:35.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.774e-03, size: 704, ETA: 10:21:34
2024-12-17 05:45:37.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.774e-03, size: 544, ETA: 10:21:31
2024-12-17 05:45:39.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.774e-03, size: 640, ETA: 10:21:28
2024-12-17 05:45:41.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.774e-03, size: 672, ETA: 10:21:26
2024-12-17 05:45:44.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.774e-03, size: 544, ETA: 10:21:24
2024-12-17 05:45:46.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.774e-03, size: 576, ETA: 10:21:22
2024-12-17 05:45:49.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.773e-03, size: 704, ETA: 10:21:21
2024-12-17 05:45:52.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.773e-03, size: 704, ETA: 10:21:20
2024-12-17 05:45:54.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.773e-03, size: 576, ETA: 10:21:18
2024-12-17 05:45:56.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.773e-03, size: 544, ETA: 10:21:15
2024-12-17 05:45:58.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.773e-03, size: 576, ETA: 10:21:13
2024-12-17 05:46:00.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.773e-03, size: 704, ETA: 10:21:10
2024-12-17 05:46:02.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.773e-03, size: 544, ETA: 10:21:08
2024-12-17 05:46:04.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.772e-03, size: 608, ETA: 10:21:05
2024-12-17 05:46:07.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.772e-03, size: 736, ETA: 10:21:03
2024-12-17 05:46:09.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.772e-03, size: 736, ETA: 10:21:01
2024-12-17 05:46:11.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.772e-03, size: 544, ETA: 10:20:59
2024-12-17 05:46:14.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.772e-03, size: 640, ETA: 10:20:57
2024-12-17 05:46:16.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.772e-03, size: 672, ETA: 10:20:56
2024-12-17 05:46:19.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.771e-03, size: 576, ETA: 10:20:54
2024-12-17 05:46:21.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.771e-03, size: 736, ETA: 10:20:52
2024-12-17 05:46:24.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.771e-03, size: 672, ETA: 10:20:50
2024-12-17 05:46:25.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.771e-03, size: 544, ETA: 10:20:47
2024-12-17 05:46:27.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.771e-03, size: 736, ETA: 10:20:45
2024-12-17 05:46:30.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.771e-03, size: 736, ETA: 10:20:42
2024-12-17 05:46:31.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.771e-03, size: 544, ETA: 10:20:39
2024-12-17 05:46:33.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.770e-03, size: 544, ETA: 10:20:37
2024-12-17 05:46:36.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.770e-03, size: 640, ETA: 10:20:35
2024-12-17 05:46:39.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.770e-03, size: 672, ETA: 10:20:34
2024-12-17 05:46:41.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.281s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.770e-03, size: 736, ETA: 10:20:32
2024-12-17 05:46:44.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.770e-03, size: 672, ETA: 10:20:31
2024-12-17 05:46:46.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.770e-03, size: 576, ETA: 10:20:28
2024-12-17 05:46:48.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.770e-03, size: 544, ETA: 10:20:26
2024-12-17 05:46:50.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.769e-03, size: 736, ETA: 10:20:23
2024-12-17 05:46:52.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.769e-03, size: 576, ETA: 10:20:21
2024-12-17 05:46:54.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.769e-03, size: 640, ETA: 10:20:18
2024-12-17 05:46:56.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.769e-03, size: 608, ETA: 10:20:16
2024-12-17 05:46:59.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.769e-03, size: 736, ETA: 10:20:14
2024-12-17 05:47:01.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.769e-03, size: 736, ETA: 10:20:13
2024-12-17 05:47:04.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.769e-03, size: 704, ETA: 10:20:11
2024-12-17 05:47:06.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.768e-03, size: 704, ETA: 10:20:09
2024-12-17 05:47:09.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.768e-03, size: 640, ETA: 10:20:08
2024-12-17 05:47:11.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.768e-03, size: 608, ETA: 10:20:05
2024-12-17 05:47:13.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.768e-03, size: 544, ETA: 10:20:02
2024-12-17 05:47:15.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.768e-03, size: 704, ETA: 10:20:00
2024-12-17 05:47:17.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.768e-03, size: 672, ETA: 10:19:58
2024-12-17 05:47:19.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.767e-03, size: 672, ETA: 10:19:55
2024-12-17 05:47:21.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.767e-03, size: 576, ETA: 10:19:52
2024-12-17 05:47:23.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.767e-03, size: 608, ETA: 10:19:50
2024-12-17 05:47:26.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.767e-03, size: 736, ETA: 10:19:48
2024-12-17 05:47:28.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.767e-03, size: 736, ETA: 10:19:46
2024-12-17 05:47:31.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.767e-03, size: 576, ETA: 10:19:44
2024-12-17 05:47:33.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.767e-03, size: 736, ETA: 10:19:43
2024-12-17 05:47:36.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.766e-03, size: 544, ETA: 10:19:41
2024-12-17 05:47:38.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.766e-03, size: 672, ETA: 10:19:38
2024-12-17 05:47:39.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.766e-03, size: 576, ETA: 10:19:36
2024-12-17 05:47:41.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.766e-03, size: 608, ETA: 10:19:33
2024-12-17 05:47:43.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.766e-03, size: 544, ETA: 10:19:30
2024-12-17 05:47:45.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.766e-03, size: 544, ETA: 10:19:28
2024-12-17 05:47:47.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.766e-03, size: 608, ETA: 10:19:25
2024-12-17 05:47:49.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.765e-03, size: 576, ETA: 10:19:22
2024-12-17 05:47:52.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.765e-03, size: 736, ETA: 10:19:20
2024-12-17 05:47:54.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.765e-03, size: 640, ETA: 10:19:18
2024-12-17 05:47:56.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.765e-03, size: 576, ETA: 10:19:16
2024-12-17 05:47:59.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.765e-03, size: 704, ETA: 10:19:15
2024-12-17 05:48:01.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.765e-03, size: 608, ETA: 10:19:12
2024-12-17 05:48:03.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.764e-03, size: 672, ETA: 10:19:09
2024-12-17 05:48:05.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.764e-03, size: 576, ETA: 10:19:07
2024-12-17 05:48:07.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.764e-03, size: 640, ETA: 10:19:04
2024-12-17 05:48:08.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.764e-03, size: 576, ETA: 10:19:01
2024-12-17 05:48:10.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.764e-03, size: 672, ETA: 10:18:58
2024-12-17 05:48:12.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.764e-03, size: 544, ETA: 10:18:56
2024-12-17 05:48:15.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.764e-03, size: 576, ETA: 10:18:53
2024-12-17 05:48:17.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.763e-03, size: 544, ETA: 10:18:51
2024-12-17 05:48:20.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.763e-03, size: 736, ETA: 10:18:50
2024-12-17 05:48:22.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.763e-03, size: 736, ETA: 10:18:49
2024-12-17 05:48:25.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.763e-03, size: 704, ETA: 10:18:47
2024-12-17 05:48:27.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.763e-03, size: 672, ETA: 10:18:45
2024-12-17 05:48:29.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.763e-03, size: 640, ETA: 10:18:42
2024-12-17 05:48:31.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.763e-03, size: 736, ETA: 10:18:40
2024-12-17 05:48:33.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.762e-03, size: 576, ETA: 10:18:37
2024-12-17 05:48:35.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.762e-03, size: 544, ETA: 10:18:34
2024-12-17 05:48:37.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.762e-03, size: 640, ETA: 10:18:32
2024-12-17 05:48:39.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.762e-03, size: 544, ETA: 10:18:29
2024-12-17 05:48:41.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.762e-03, size: 544, ETA: 10:18:27
2024-12-17 05:48:44.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.762e-03, size: 544, ETA: 10:18:25
2024-12-17 05:48:46.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.761e-03, size: 576, ETA: 10:18:24
2024-12-17 05:48:49.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.761e-03, size: 544, ETA: 10:18:22
2024-12-17 05:48:51.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.761e-03, size: 704, ETA: 10:18:20
2024-12-17 05:48:53.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.761e-03, size: 704, ETA: 10:18:17
2024-12-17 05:48:55.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.761e-03, size: 672, ETA: 10:18:15
2024-12-17 05:48:57.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.761e-03, size: 608, ETA: 10:18:12
2024-12-17 05:48:59.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.761e-03, size: 640, ETA: 10:18:09
2024-12-17 05:49:01.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.760e-03, size: 704, ETA: 10:18:07
2024-12-17 05:49:03.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.760e-03, size: 736, ETA: 10:18:05
2024-12-17 05:49:06.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.760e-03, size: 736, ETA: 10:18:03
2024-12-17 05:49:09.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.760e-03, size: 736, ETA: 10:18:02
2024-12-17 05:49:11.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.760e-03, size: 640, ETA: 10:18:00
2024-12-17 05:49:14.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.760e-03, size: 704, ETA: 10:17:58
2024-12-17 05:49:16.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.760e-03, size: 576, ETA: 10:17:56
2024-12-17 05:49:18.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.759e-03, size: 576, ETA: 10:17:53
2024-12-17 05:49:20.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.759e-03, size: 576, ETA: 10:17:51
2024-12-17 05:49:22.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.759e-03, size: 704, ETA: 10:17:48
2024-12-17 05:49:24.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.759e-03, size: 608, ETA: 10:17:46
2024-12-17 05:49:26.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.759e-03, size: 672, ETA: 10:17:44
2024-12-17 05:49:28.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.759e-03, size: 640, ETA: 10:17:41
2024-12-17 05:49:30.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.216s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.758e-03, size: 640, ETA: 10:17:39
2024-12-17 05:49:32.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.758e-03, size: 576, ETA: 10:17:36
2024-12-17 05:49:35.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.758e-03, size: 576, ETA: 10:17:34
2024-12-17 05:49:37.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.758e-03, size: 672, ETA: 10:17:33
2024-12-17 05:49:40.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.758e-03, size: 704, ETA: 10:17:32
2024-12-17 05:49:42.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.758e-03, size: 544, ETA: 10:17:29
2024-12-17 05:49:44.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.758e-03, size: 672, ETA: 10:17:27
2024-12-17 05:49:46.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.757e-03, size: 576, ETA: 10:17:24
2024-12-17 05:49:48.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.757e-03, size: 704, ETA: 10:17:21
2024-12-17 05:49:50.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.757e-03, size: 640, ETA: 10:17:19
2024-12-17 05:49:52.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.757e-03, size: 672, ETA: 10:17:16
2024-12-17 05:49:54.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.757e-03, size: 544, ETA: 10:17:14
2024-12-17 05:49:57.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.757e-03, size: 704, ETA: 10:17:12
2024-12-17 05:49:59.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.757e-03, size: 736, ETA: 10:17:10
2024-12-17 05:50:02.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.756e-03, size: 736, ETA: 10:17:09
2024-12-17 05:50:05.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.756e-03, size: 608, ETA: 10:17:07
2024-12-17 05:50:06.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.756e-03, size: 608, ETA: 10:17:04
2024-12-17 05:50:08.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.756e-03, size: 640, ETA: 10:17:02
2024-12-17 05:50:10.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.756e-03, size: 544, ETA: 10:16:59
2024-12-17 05:50:12.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.756e-03, size: 672, ETA: 10:16:57
2024-12-17 05:50:15.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.755e-03, size: 576, ETA: 10:16:54
2024-12-17 05:50:17.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.755e-03, size: 576, ETA: 10:16:53
2024-12-17 05:50:19.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.755e-03, size: 544, ETA: 10:16:50
2024-12-17 05:50:21.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.755e-03, size: 672, ETA: 10:16:48
2024-12-17 05:50:23.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.755e-03, size: 544, ETA: 10:16:44
2024-12-17 05:50:25.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.755e-03, size: 672, ETA: 10:16:42
2024-12-17 05:50:27.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.755e-03, size: 608, ETA: 10:16:40
2024-12-17 05:50:29.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.754e-03, size: 736, ETA: 10:16:38
2024-12-17 05:50:32.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.754e-03, size: 736, ETA: 10:16:36
2024-12-17 05:50:35.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.754e-03, size: 672, ETA: 10:16:35
2024-12-17 05:50:38.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.754e-03, size: 672, ETA: 10:16:34
2024-12-17 05:50:39.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.008s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.754e-03, size: 576, ETA: 10:16:31
2024-12-17 05:50:41.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.754e-03, size: 640, ETA: 10:16:28
2024-12-17 05:50:44.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.754e-03, size: 736, ETA: 10:16:26
2024-12-17 05:50:46.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 41/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.753e-03, size: 704, ETA: 10:16:23
2024-12-17 05:50:46.892 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 05:50:47.314 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch42
2024-12-17 05:50:49.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.753e-03, size: 576, ETA: 10:16:21
2024-12-17 05:50:52.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.753e-03, size: 608, ETA: 10:16:19
2024-12-17 05:50:54.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.753e-03, size: 544, ETA: 10:16:17
2024-12-17 05:50:56.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.753e-03, size: 576, ETA: 10:16:14
2024-12-17 05:50:58.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.753e-03, size: 544, ETA: 10:16:12
2024-12-17 05:51:00.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.752e-03, size: 736, ETA: 10:16:09
2024-12-17 05:51:03.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.752e-03, size: 576, ETA: 10:16:08
2024-12-17 05:51:05.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.752e-03, size: 704, ETA: 10:16:05
2024-12-17 05:51:07.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.752e-03, size: 736, ETA: 10:16:03
2024-12-17 05:51:09.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.752e-03, size: 640, ETA: 10:16:01
2024-12-17 05:51:11.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.752e-03, size: 640, ETA: 10:15:58
2024-12-17 05:51:14.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.751e-03, size: 576, ETA: 10:15:56
2024-12-17 05:51:16.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.751e-03, size: 576, ETA: 10:15:54
2024-12-17 05:51:18.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.751e-03, size: 704, ETA: 10:15:52
2024-12-17 05:51:20.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.751e-03, size: 544, ETA: 10:15:49
2024-12-17 05:51:23.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.751e-03, size: 544, ETA: 10:15:48
2024-12-17 05:51:25.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.751e-03, size: 704, ETA: 10:15:46
2024-12-17 05:51:27.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.751e-03, size: 608, ETA: 10:15:44
2024-12-17 05:51:29.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.750e-03, size: 608, ETA: 10:15:41
2024-12-17 05:51:31.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.750e-03, size: 576, ETA: 10:15:38
2024-12-17 05:51:33.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.750e-03, size: 640, ETA: 10:15:35
2024-12-17 05:51:35.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.750e-03, size: 608, ETA: 10:15:33
2024-12-17 05:51:37.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.750e-03, size: 608, ETA: 10:15:30
2024-12-17 05:51:39.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.750e-03, size: 672, ETA: 10:15:27
2024-12-17 05:51:41.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.750e-03, size: 736, ETA: 10:15:25
2024-12-17 05:51:44.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.749e-03, size: 736, ETA: 10:15:23
2024-12-17 05:51:47.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.749e-03, size: 640, ETA: 10:15:23
2024-12-17 05:51:49.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.749e-03, size: 544, ETA: 10:15:21
2024-12-17 05:51:52.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.749e-03, size: 544, ETA: 10:15:19
2024-12-17 05:51:54.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.749e-03, size: 704, ETA: 10:15:16
2024-12-17 05:51:56.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.749e-03, size: 544, ETA: 10:15:14
2024-12-17 05:51:57.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.748e-03, size: 672, ETA: 10:15:11
2024-12-17 05:51:59.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.748e-03, size: 576, ETA: 10:15:08
2024-12-17 05:52:01.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.748e-03, size: 576, ETA: 10:15:05
2024-12-17 05:52:03.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.748e-03, size: 736, ETA: 10:15:03
2024-12-17 05:52:05.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.748e-03, size: 544, ETA: 10:15:01
2024-12-17 05:52:07.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.748e-03, size: 640, ETA: 10:14:58
2024-12-17 05:52:10.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.748e-03, size: 672, ETA: 10:14:56
2024-12-17 05:52:13.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.747e-03, size: 544, ETA: 10:14:55
2024-12-17 05:52:15.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.747e-03, size: 544, ETA: 10:14:53
2024-12-17 05:52:17.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.747e-03, size: 576, ETA: 10:14:50
2024-12-17 05:52:19.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.747e-03, size: 704, ETA: 10:14:48
2024-12-17 05:52:21.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.747e-03, size: 640, ETA: 10:14:45
2024-12-17 05:52:23.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.747e-03, size: 672, ETA: 10:14:43
2024-12-17 05:52:25.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.747e-03, size: 672, ETA: 10:14:40
2024-12-17 05:52:27.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.746e-03, size: 608, ETA: 10:14:37
2024-12-17 05:52:29.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.746e-03, size: 640, ETA: 10:14:35
2024-12-17 05:52:31.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.746e-03, size: 576, ETA: 10:14:33
2024-12-17 05:52:34.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.746e-03, size: 704, ETA: 10:14:31
2024-12-17 05:52:36.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.746e-03, size: 704, ETA: 10:14:30
2024-12-17 05:52:39.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.746e-03, size: 608, ETA: 10:14:28
2024-12-17 05:52:42.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.745e-03, size: 576, ETA: 10:14:26
2024-12-17 05:52:44.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.745e-03, size: 736, ETA: 10:14:25
2024-12-17 05:52:47.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.272s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.745e-03, size: 544, ETA: 10:14:23
2024-12-17 05:52:49.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.745e-03, size: 608, ETA: 10:14:21
2024-12-17 05:52:51.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.745e-03, size: 576, ETA: 10:14:18
2024-12-17 05:52:53.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.745e-03, size: 544, ETA: 10:14:16
2024-12-17 05:52:55.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.745e-03, size: 576, ETA: 10:14:13
2024-12-17 05:52:57.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.744e-03, size: 704, ETA: 10:14:11
2024-12-17 05:52:59.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.744e-03, size: 640, ETA: 10:14:08
2024-12-17 05:53:01.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.744e-03, size: 736, ETA: 10:14:06
2024-12-17 05:53:03.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.744e-03, size: 576, ETA: 10:14:03
2024-12-17 05:53:06.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.744e-03, size: 640, ETA: 10:14:01
2024-12-17 05:53:07.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.744e-03, size: 576, ETA: 10:13:58
2024-12-17 05:53:09.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.744e-03, size: 544, ETA: 10:13:56
2024-12-17 05:53:11.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.743e-03, size: 640, ETA: 10:13:53
2024-12-17 05:53:13.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.743e-03, size: 672, ETA: 10:13:50
2024-12-17 05:53:15.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.743e-03, size: 640, ETA: 10:13:48
2024-12-17 05:53:17.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.743e-03, size: 544, ETA: 10:13:45
2024-12-17 05:53:19.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.743e-03, size: 640, ETA: 10:13:43
2024-12-17 05:53:21.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.743e-03, size: 576, ETA: 10:13:40
2024-12-17 05:53:23.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.742e-03, size: 576, ETA: 10:13:37
2024-12-17 05:53:25.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.742e-03, size: 672, ETA: 10:13:35
2024-12-17 05:53:27.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.742e-03, size: 640, ETA: 10:13:32
2024-12-17 05:53:29.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.742e-03, size: 576, ETA: 10:13:29
2024-12-17 05:53:31.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.742e-03, size: 640, ETA: 10:13:26
2024-12-17 05:53:32.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.742e-03, size: 608, ETA: 10:13:23
2024-12-17 05:53:34.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.742e-03, size: 576, ETA: 10:13:20
2024-12-17 05:53:36.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.741e-03, size: 640, ETA: 10:13:18
2024-12-17 05:53:38.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.741e-03, size: 704, ETA: 10:13:15
2024-12-17 05:53:40.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.741e-03, size: 576, ETA: 10:13:13
2024-12-17 05:53:42.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.741e-03, size: 704, ETA: 10:13:10
2024-12-17 05:53:44.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.741e-03, size: 608, ETA: 10:13:07
2024-12-17 05:53:46.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.741e-03, size: 608, ETA: 10:13:05
2024-12-17 05:53:48.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.740e-03, size: 576, ETA: 10:13:02
2024-12-17 05:53:50.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.740e-03, size: 608, ETA: 10:13:00
2024-12-17 05:53:52.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.740e-03, size: 576, ETA: 10:12:57
2024-12-17 05:53:54.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.740e-03, size: 544, ETA: 10:12:54
2024-12-17 05:53:56.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.740e-03, size: 704, ETA: 10:12:52
2024-12-17 05:53:58.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.740e-03, size: 672, ETA: 10:12:49
2024-12-17 05:54:00.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.740e-03, size: 544, ETA: 10:12:47
2024-12-17 05:54:02.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.739e-03, size: 608, ETA: 10:12:44
2024-12-17 05:54:04.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.739e-03, size: 576, ETA: 10:12:41
2024-12-17 05:54:06.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.739e-03, size: 544, ETA: 10:12:38
2024-12-17 05:54:08.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.739e-03, size: 736, ETA: 10:12:36
2024-12-17 05:54:10.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.739e-03, size: 640, ETA: 10:12:33
2024-12-17 05:54:12.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.739e-03, size: 640, ETA: 10:12:31
2024-12-17 05:54:14.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.739e-03, size: 640, ETA: 10:12:28
2024-12-17 05:54:16.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.738e-03, size: 576, ETA: 10:12:25
2024-12-17 05:54:18.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.738e-03, size: 736, ETA: 10:12:23
2024-12-17 05:54:20.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.738e-03, size: 608, ETA: 10:12:21
2024-12-17 05:54:22.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.738e-03, size: 576, ETA: 10:12:18
2024-12-17 05:54:24.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.738e-03, size: 608, ETA: 10:12:16
2024-12-17 05:54:26.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.738e-03, size: 672, ETA: 10:12:13
2024-12-17 05:54:28.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.737e-03, size: 576, ETA: 10:12:11
2024-12-17 05:54:30.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.737e-03, size: 736, ETA: 10:12:08
2024-12-17 05:54:32.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.737e-03, size: 736, ETA: 10:12:06
2024-12-17 05:54:34.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.737e-03, size: 704, ETA: 10:12:03
2024-12-17 05:54:36.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.737e-03, size: 672, ETA: 10:12:01
2024-12-17 05:54:38.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.737e-03, size: 576, ETA: 10:11:58
2024-12-17 05:54:40.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.737e-03, size: 672, ETA: 10:11:55
2024-12-17 05:54:42.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.736e-03, size: 672, ETA: 10:11:53
2024-12-17 05:54:44.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.736e-03, size: 736, ETA: 10:11:51
2024-12-17 05:54:46.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.736e-03, size: 576, ETA: 10:11:48
2024-12-17 05:54:48.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.736e-03, size: 544, ETA: 10:11:45
2024-12-17 05:54:50.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.736e-03, size: 640, ETA: 10:11:43
2024-12-17 05:54:52.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.736e-03, size: 736, ETA: 10:11:40
2024-12-17 05:54:54.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.735e-03, size: 672, ETA: 10:11:38
2024-12-17 05:54:56.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.735e-03, size: 640, ETA: 10:11:35
2024-12-17 05:54:58.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.735e-03, size: 736, ETA: 10:11:33
2024-12-17 05:55:00.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.735e-03, size: 576, ETA: 10:11:30
2024-12-17 05:55:02.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.735e-03, size: 672, ETA: 10:11:27
2024-12-17 05:55:04.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.735e-03, size: 640, ETA: 10:11:25
2024-12-17 05:55:06.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.735e-03, size: 736, ETA: 10:11:22
2024-12-17 05:55:08.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.734e-03, size: 640, ETA: 10:11:20
2024-12-17 05:55:10.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.734e-03, size: 608, ETA: 10:11:17
2024-12-17 05:55:12.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.734e-03, size: 544, ETA: 10:11:15
2024-12-17 05:55:14.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.734e-03, size: 704, ETA: 10:11:12
2024-12-17 05:55:16.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.734e-03, size: 640, ETA: 10:11:10
2024-12-17 05:55:18.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.734e-03, size: 704, ETA: 10:11:07
2024-12-17 05:55:21.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.734e-03, size: 736, ETA: 10:11:05
2024-12-17 05:55:23.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.733e-03, size: 576, ETA: 10:11:02
2024-12-17 05:55:24.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.733e-03, size: 576, ETA: 10:10:59
2024-12-17 05:55:26.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.733e-03, size: 608, ETA: 10:10:57
2024-12-17 05:55:28.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.733e-03, size: 640, ETA: 10:10:54
2024-12-17 05:55:31.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.733e-03, size: 672, ETA: 10:10:52
2024-12-17 05:55:32.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.733e-03, size: 576, ETA: 10:10:49
2024-12-17 05:55:34.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.732e-03, size: 672, ETA: 10:10:46
2024-12-17 05:55:36.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.732e-03, size: 576, ETA: 10:10:44
2024-12-17 05:55:38.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.732e-03, size: 672, ETA: 10:10:41
2024-12-17 05:55:40.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.732e-03, size: 544, ETA: 10:10:38
2024-12-17 05:55:42.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.732e-03, size: 640, ETA: 10:10:36
2024-12-17 05:55:44.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.732e-03, size: 544, ETA: 10:10:33
2024-12-17 05:55:46.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.732e-03, size: 544, ETA: 10:10:31
2024-12-17 05:55:48.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.731e-03, size: 640, ETA: 10:10:28
2024-12-17 05:55:50.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.731e-03, size: 704, ETA: 10:10:25
2024-12-17 05:55:52.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.731e-03, size: 736, ETA: 10:10:23
2024-12-17 05:55:55.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.731e-03, size: 672, ETA: 10:10:22
2024-12-17 05:55:57.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.731e-03, size: 544, ETA: 10:10:20
2024-12-17 05:56:00.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.731e-03, size: 640, ETA: 10:10:18
2024-12-17 05:56:03.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.730e-03, size: 672, ETA: 10:10:17
2024-12-17 05:56:05.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.730e-03, size: 640, ETA: 10:10:15
2024-12-17 05:56:07.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.730e-03, size: 640, ETA: 10:10:12
2024-12-17 05:56:09.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.730e-03, size: 736, ETA: 10:10:10
2024-12-17 05:56:11.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.730e-03, size: 736, ETA: 10:10:07
2024-12-17 05:56:13.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.730e-03, size: 704, ETA: 10:10:05
2024-12-17 05:56:16.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.730e-03, size: 736, ETA: 10:10:03
2024-12-17 05:56:18.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.729e-03, size: 544, ETA: 10:10:01
2024-12-17 05:56:20.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.729e-03, size: 640, ETA: 10:09:59
2024-12-17 05:56:23.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.729e-03, size: 640, ETA: 10:09:58
2024-12-17 05:56:26.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.729e-03, size: 576, ETA: 10:09:56
2024-12-17 05:56:29.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.729e-03, size: 544, ETA: 10:09:55
2024-12-17 05:56:31.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.729e-03, size: 672, ETA: 10:09:52
2024-12-17 05:56:33.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.729e-03, size: 736, ETA: 10:09:50
2024-12-17 05:56:35.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.728e-03, size: 544, ETA: 10:09:47
2024-12-17 05:56:37.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.728e-03, size: 704, ETA: 10:09:45
2024-12-17 05:56:39.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.728e-03, size: 704, ETA: 10:09:43
2024-12-17 05:56:41.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.728e-03, size: 640, ETA: 10:09:41
2024-12-17 05:56:44.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.728e-03, size: 576, ETA: 10:09:39
2024-12-17 05:56:46.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.728e-03, size: 576, ETA: 10:09:37
2024-12-17 05:56:49.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.727e-03, size: 608, ETA: 10:09:35
2024-12-17 05:56:51.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.727e-03, size: 608, ETA: 10:09:33
2024-12-17 05:56:54.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.727e-03, size: 576, ETA: 10:09:32
2024-12-17 05:56:56.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.727e-03, size: 704, ETA: 10:09:30
2024-12-17 05:56:59.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.727e-03, size: 544, ETA: 10:09:29
2024-12-17 05:57:01.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.727e-03, size: 544, ETA: 10:09:26
2024-12-17 05:57:03.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.727e-03, size: 640, ETA: 10:09:24
2024-12-17 05:57:05.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.726e-03, size: 704, ETA: 10:09:21
2024-12-17 05:57:07.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.726e-03, size: 608, ETA: 10:09:19
2024-12-17 05:57:09.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.726e-03, size: 576, ETA: 10:09:16
2024-12-17 05:57:11.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.726e-03, size: 704, ETA: 10:09:13
2024-12-17 05:57:13.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.726e-03, size: 640, ETA: 10:09:11
2024-12-17 05:57:15.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.726e-03, size: 736, ETA: 10:09:09
2024-12-17 05:57:18.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.725e-03, size: 672, ETA: 10:09:07
2024-12-17 05:57:20.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.725e-03, size: 704, ETA: 10:09:04
2024-12-17 05:57:22.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.725e-03, size: 672, ETA: 10:09:02
2024-12-17 05:57:24.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.725e-03, size: 544, ETA: 10:08:59
2024-12-17 05:57:26.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.725e-03, size: 640, ETA: 10:08:57
2024-12-17 05:57:28.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.725e-03, size: 640, ETA: 10:08:54
2024-12-17 05:57:30.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.725e-03, size: 736, ETA: 10:08:51
2024-12-17 05:57:32.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.724e-03, size: 576, ETA: 10:08:49
2024-12-17 05:57:34.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.724e-03, size: 736, ETA: 10:08:46
2024-12-17 05:57:36.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.724e-03, size: 704, ETA: 10:08:44
2024-12-17 05:57:38.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.724e-03, size: 640, ETA: 10:08:41
2024-12-17 05:57:39.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.724e-03, size: 576, ETA: 10:08:38
2024-12-17 05:57:41.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.724e-03, size: 736, ETA: 10:08:36
2024-12-17 05:57:44.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.724e-03, size: 736, ETA: 10:08:33
2024-12-17 05:57:46.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.723e-03, size: 608, ETA: 10:08:31
2024-12-17 05:57:48.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.723e-03, size: 704, ETA: 10:08:28
2024-12-17 05:57:50.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.723e-03, size: 640, ETA: 10:08:26
2024-12-17 05:57:51.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.723e-03, size: 704, ETA: 10:08:23
2024-12-17 05:57:54.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.723e-03, size: 704, ETA: 10:08:21
2024-12-17 05:57:56.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.723e-03, size: 544, ETA: 10:08:18
2024-12-17 05:57:58.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.722e-03, size: 736, ETA: 10:08:16
2024-12-17 05:58:00.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.217s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.722e-03, size: 704, ETA: 10:08:13
2024-12-17 05:58:02.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.722e-03, size: 544, ETA: 10:08:11
2024-12-17 05:58:03.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.722e-03, size: 640, ETA: 10:08:08
2024-12-17 05:58:05.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.722e-03, size: 704, ETA: 10:08:05
2024-12-17 05:58:07.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.722e-03, size: 608, ETA: 10:08:02
2024-12-17 05:58:09.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.722e-03, size: 672, ETA: 10:08:00
2024-12-17 05:58:11.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.721e-03, size: 544, ETA: 10:07:57
2024-12-17 05:58:13.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.721e-03, size: 608, ETA: 10:07:54
2024-12-17 05:58:15.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.721e-03, size: 640, ETA: 10:07:51
2024-12-17 05:58:17.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.721e-03, size: 736, ETA: 10:07:49
2024-12-17 05:58:19.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.721e-03, size: 608, ETA: 10:07:46
2024-12-17 05:58:21.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.721e-03, size: 704, ETA: 10:07:43
2024-12-17 05:58:23.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.720e-03, size: 672, ETA: 10:07:41
2024-12-17 05:58:25.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.720e-03, size: 672, ETA: 10:07:38
2024-12-17 05:58:27.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.720e-03, size: 672, ETA: 10:07:36
2024-12-17 05:58:29.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.720e-03, size: 736, ETA: 10:07:33
2024-12-17 05:58:31.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.720e-03, size: 576, ETA: 10:07:30
2024-12-17 05:58:33.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.720e-03, size: 736, ETA: 10:07:28
2024-12-17 05:58:35.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.720e-03, size: 704, ETA: 10:07:26
2024-12-17 05:58:37.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.719e-03, size: 544, ETA: 10:07:23
2024-12-17 05:58:39.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.719e-03, size: 672, ETA: 10:07:20
2024-12-17 05:58:41.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.719e-03, size: 608, ETA: 10:07:18
2024-12-17 05:58:43.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.719e-03, size: 704, ETA: 10:07:15
2024-12-17 05:58:45.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.719e-03, size: 544, ETA: 10:07:13
2024-12-17 05:58:47.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.719e-03, size: 672, ETA: 10:07:10
2024-12-17 05:58:49.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.718e-03, size: 704, ETA: 10:07:07
2024-12-17 05:58:51.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.718e-03, size: 608, ETA: 10:07:05
2024-12-17 05:58:53.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.718e-03, size: 544, ETA: 10:07:02
2024-12-17 05:58:55.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.718e-03, size: 544, ETA: 10:07:00
2024-12-17 05:58:57.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.718e-03, size: 640, ETA: 10:06:57
2024-12-17 05:58:59.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.718e-03, size: 608, ETA: 10:06:55
2024-12-17 05:59:01.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.718e-03, size: 640, ETA: 10:06:52
2024-12-17 05:59:03.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.717e-03, size: 672, ETA: 10:06:50
2024-12-17 05:59:05.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.717e-03, size: 544, ETA: 10:06:47
2024-12-17 05:59:06.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.179s, data_time: 0.007s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.717e-03, size: 608, ETA: 10:06:44
2024-12-17 05:59:08.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.717e-03, size: 608, ETA: 10:06:41
2024-12-17 05:59:10.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.717e-03, size: 576, ETA: 10:06:38
2024-12-17 05:59:12.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 42/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.717e-03, size: 704, ETA: 10:06:36
2024-12-17 05:59:13.428 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 05:59:13.869 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch43
2024-12-17 05:59:15.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.716e-03, size: 672, ETA: 10:06:32
2024-12-17 05:59:17.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.716e-03, size: 704, ETA: 10:06:30
2024-12-17 05:59:19.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.716e-03, size: 544, ETA: 10:06:27
2024-12-17 05:59:21.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.716e-03, size: 672, ETA: 10:06:24
2024-12-17 05:59:23.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.716e-03, size: 704, ETA: 10:06:22
2024-12-17 05:59:25.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.716e-03, size: 736, ETA: 10:06:20
2024-12-17 05:59:28.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.716e-03, size: 576, ETA: 10:06:18
2024-12-17 05:59:30.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.715e-03, size: 576, ETA: 10:06:15
2024-12-17 05:59:33.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.715e-03, size: 608, ETA: 10:06:14
2024-12-17 05:59:36.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.715e-03, size: 576, ETA: 10:06:13
2024-12-17 05:59:38.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.715e-03, size: 672, ETA: 10:06:11
2024-12-17 05:59:40.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.174s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.715e-03, size: 544, ETA: 10:06:08
2024-12-17 05:59:42.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.715e-03, size: 704, ETA: 10:06:06
2024-12-17 05:59:44.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.714e-03, size: 640, ETA: 10:06:03
2024-12-17 05:59:46.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.714e-03, size: 704, ETA: 10:06:00
2024-12-17 05:59:48.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.714e-03, size: 736, ETA: 10:05:58
2024-12-17 05:59:50.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.714e-03, size: 672, ETA: 10:05:55
2024-12-17 05:59:52.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.714e-03, size: 736, ETA: 10:05:54
2024-12-17 05:59:55.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.714e-03, size: 704, ETA: 10:05:52
2024-12-17 05:59:57.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.714e-03, size: 576, ETA: 10:05:50
2024-12-17 06:00:00.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.713e-03, size: 736, ETA: 10:05:48
2024-12-17 06:00:02.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.713e-03, size: 704, ETA: 10:05:46
2024-12-17 06:00:04.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.713e-03, size: 736, ETA: 10:05:44
2024-12-17 06:00:06.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.713e-03, size: 576, ETA: 10:05:42
2024-12-17 06:00:08.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.713e-03, size: 608, ETA: 10:05:39
2024-12-17 06:00:10.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.004s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.713e-03, size: 608, ETA: 10:05:36
2024-12-17 06:00:12.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.712e-03, size: 608, ETA: 10:05:34
2024-12-17 06:00:14.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.712e-03, size: 672, ETA: 10:05:32
2024-12-17 06:00:17.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.712e-03, size: 704, ETA: 10:05:30
2024-12-17 06:00:19.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.712e-03, size: 640, ETA: 10:05:28
2024-12-17 06:00:22.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.712e-03, size: 608, ETA: 10:05:26
2024-12-17 06:00:25.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.712e-03, size: 544, ETA: 10:05:25
2024-12-17 06:00:27.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.712e-03, size: 544, ETA: 10:05:23
2024-12-17 06:00:29.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.711e-03, size: 608, ETA: 10:05:21
2024-12-17 06:00:31.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.711e-03, size: 608, ETA: 10:05:18
2024-12-17 06:00:33.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.711e-03, size: 640, ETA: 10:05:16
2024-12-17 06:00:35.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.711e-03, size: 640, ETA: 10:05:13
2024-12-17 06:00:37.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.711e-03, size: 672, ETA: 10:05:11
2024-12-17 06:00:40.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.221s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.711e-03, size: 672, ETA: 10:05:08
2024-12-17 06:00:42.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.710e-03, size: 736, ETA: 10:05:06
2024-12-17 06:00:44.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.710e-03, size: 544, ETA: 10:05:04
2024-12-17 06:00:46.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.710e-03, size: 640, ETA: 10:05:02
2024-12-17 06:00:49.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.710e-03, size: 704, ETA: 10:05:00
2024-12-17 06:00:52.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.710e-03, size: 672, ETA: 10:04:59
2024-12-17 06:00:54.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.710e-03, size: 704, ETA: 10:04:57
2024-12-17 06:00:56.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.710e-03, size: 736, ETA: 10:04:55
2024-12-17 06:00:58.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.709e-03, size: 672, ETA: 10:04:52
2024-12-17 06:01:00.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.709e-03, size: 608, ETA: 10:04:49
2024-12-17 06:01:02.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.709e-03, size: 640, ETA: 10:04:47
2024-12-17 06:01:04.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.709e-03, size: 672, ETA: 10:04:44
2024-12-17 06:01:06.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.709e-03, size: 608, ETA: 10:04:42
2024-12-17 06:01:08.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.709e-03, size: 736, ETA: 10:04:40
2024-12-17 06:01:11.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.709e-03, size: 704, ETA: 10:04:38
2024-12-17 06:01:14.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.272s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.708e-03, size: 704, ETA: 10:04:37
2024-12-17 06:01:17.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.708e-03, size: 736, ETA: 10:04:36
2024-12-17 06:01:19.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.708e-03, size: 544, ETA: 10:04:34
2024-12-17 06:01:22.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.708e-03, size: 576, ETA: 10:04:32
2024-12-17 06:01:24.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.708e-03, size: 640, ETA: 10:04:30
2024-12-17 06:01:26.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.708e-03, size: 544, ETA: 10:04:27
2024-12-17 06:01:28.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.707e-03, size: 544, ETA: 10:04:25
2024-12-17 06:01:30.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.707e-03, size: 640, ETA: 10:04:22
2024-12-17 06:01:32.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.707e-03, size: 576, ETA: 10:04:19
2024-12-17 06:01:34.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.707e-03, size: 608, ETA: 10:04:17
2024-12-17 06:01:36.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.707e-03, size: 544, ETA: 10:04:15
2024-12-17 06:01:39.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.707e-03, size: 544, ETA: 10:04:13
2024-12-17 06:01:41.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.707e-03, size: 576, ETA: 10:04:12
2024-12-17 06:01:43.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.706e-03, size: 608, ETA: 10:04:09
2024-12-17 06:01:45.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.706e-03, size: 544, ETA: 10:04:07
2024-12-17 06:01:47.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.706e-03, size: 704, ETA: 10:04:04
2024-12-17 06:01:49.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.706e-03, size: 576, ETA: 10:04:02
2024-12-17 06:01:51.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.706e-03, size: 640, ETA: 10:03:59
2024-12-17 06:01:53.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.706e-03, size: 576, ETA: 10:03:56
2024-12-17 06:01:55.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.705e-03, size: 736, ETA: 10:03:53
2024-12-17 06:01:57.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.705e-03, size: 576, ETA: 10:03:51
2024-12-17 06:01:59.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.705e-03, size: 672, ETA: 10:03:49
2024-12-17 06:02:02.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.705e-03, size: 704, ETA: 10:03:47
2024-12-17 06:02:04.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.705e-03, size: 544, ETA: 10:03:45
2024-12-17 06:02:07.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.705e-03, size: 608, ETA: 10:03:44
2024-12-17 06:02:09.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.705e-03, size: 640, ETA: 10:03:42
2024-12-17 06:02:12.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.704e-03, size: 704, ETA: 10:03:40
2024-12-17 06:02:14.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.704e-03, size: 672, ETA: 10:03:38
2024-12-17 06:02:16.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.704e-03, size: 576, ETA: 10:03:35
2024-12-17 06:02:18.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.704e-03, size: 640, ETA: 10:03:33
2024-12-17 06:02:21.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.704e-03, size: 608, ETA: 10:03:31
2024-12-17 06:02:23.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.704e-03, size: 640, ETA: 10:03:29
2024-12-17 06:02:25.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.703e-03, size: 640, ETA: 10:03:27
2024-12-17 06:02:28.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.703e-03, size: 704, ETA: 10:03:25
2024-12-17 06:02:30.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.703e-03, size: 704, ETA: 10:03:23
2024-12-17 06:02:32.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.703e-03, size: 544, ETA: 10:03:20
2024-12-17 06:02:34.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.703e-03, size: 608, ETA: 10:03:18
2024-12-17 06:02:36.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.703e-03, size: 576, ETA: 10:03:15
2024-12-17 06:02:38.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.703e-03, size: 544, ETA: 10:03:13
2024-12-17 06:02:40.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.702e-03, size: 544, ETA: 10:03:10
2024-12-17 06:02:42.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.702e-03, size: 736, ETA: 10:03:08
2024-12-17 06:02:45.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.702e-03, size: 736, ETA: 10:03:07
2024-12-17 06:02:48.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.702e-03, size: 576, ETA: 10:03:05
2024-12-17 06:02:50.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.702e-03, size: 736, ETA: 10:03:04
2024-12-17 06:02:53.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.702e-03, size: 672, ETA: 10:03:03
2024-12-17 06:02:55.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.701e-03, size: 704, ETA: 10:03:00
2024-12-17 06:02:57.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.701e-03, size: 608, ETA: 10:02:58
2024-12-17 06:02:59.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.701e-03, size: 640, ETA: 10:02:55
2024-12-17 06:03:01.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.701e-03, size: 672, ETA: 10:02:52
2024-12-17 06:03:03.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.701e-03, size: 608, ETA: 10:02:50
2024-12-17 06:03:05.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.701e-03, size: 704, ETA: 10:02:47
2024-12-17 06:03:08.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.701e-03, size: 704, ETA: 10:02:46
2024-12-17 06:03:10.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.250s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.700e-03, size: 736, ETA: 10:02:44
2024-12-17 06:03:13.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.700e-03, size: 608, ETA: 10:02:42
2024-12-17 06:03:15.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.700e-03, size: 640, ETA: 10:02:41
2024-12-17 06:03:18.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.700e-03, size: 672, ETA: 10:02:39
2024-12-17 06:03:20.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.700e-03, size: 704, ETA: 10:02:36
2024-12-17 06:03:22.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.700e-03, size: 704, ETA: 10:02:34
2024-12-17 06:03:24.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.699e-03, size: 672, ETA: 10:02:31
2024-12-17 06:03:26.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.699e-03, size: 736, ETA: 10:02:29
2024-12-17 06:03:28.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.699e-03, size: 672, ETA: 10:02:26
2024-12-17 06:03:30.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.699e-03, size: 640, ETA: 10:02:24
2024-12-17 06:03:32.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.699e-03, size: 640, ETA: 10:02:22
2024-12-17 06:03:35.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.699e-03, size: 608, ETA: 10:02:20
2024-12-17 06:03:37.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.699e-03, size: 672, ETA: 10:02:18
2024-12-17 06:03:40.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.698e-03, size: 576, ETA: 10:02:16
2024-12-17 06:03:42.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.698e-03, size: 736, ETA: 10:02:14
2024-12-17 06:03:44.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.698e-03, size: 608, ETA: 10:02:12
2024-12-17 06:03:46.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.698e-03, size: 576, ETA: 10:02:10
2024-12-17 06:03:50.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.698e-03, size: 736, ETA: 10:02:09
2024-12-17 06:03:52.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.698e-03, size: 608, ETA: 10:02:07
2024-12-17 06:03:54.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.697e-03, size: 576, ETA: 10:02:04
2024-12-17 06:03:56.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.697e-03, size: 640, ETA: 10:02:01
2024-12-17 06:03:58.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.697e-03, size: 608, ETA: 10:01:59
2024-12-17 06:03:59.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.697e-03, size: 608, ETA: 10:01:56
2024-12-17 06:04:02.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.697e-03, size: 736, ETA: 10:01:54
2024-12-17 06:04:04.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.697e-03, size: 736, ETA: 10:01:52
2024-12-17 06:04:06.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.697e-03, size: 544, ETA: 10:01:49
2024-12-17 06:04:08.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.696e-03, size: 576, ETA: 10:01:46
2024-12-17 06:04:10.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.696e-03, size: 608, ETA: 10:01:44
2024-12-17 06:04:12.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.696e-03, size: 608, ETA: 10:01:42
2024-12-17 06:04:15.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.696e-03, size: 640, ETA: 10:01:41
2024-12-17 06:04:17.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.696e-03, size: 576, ETA: 10:01:39
2024-12-17 06:04:20.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.696e-03, size: 672, ETA: 10:01:37
2024-12-17 06:04:22.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.696e-03, size: 576, ETA: 10:01:35
2024-12-17 06:04:24.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.695e-03, size: 704, ETA: 10:01:32
2024-12-17 06:04:26.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.695e-03, size: 672, ETA: 10:01:30
2024-12-17 06:04:28.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.695e-03, size: 608, ETA: 10:01:28
2024-12-17 06:04:30.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.695e-03, size: 576, ETA: 10:01:25
2024-12-17 06:04:32.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.695e-03, size: 576, ETA: 10:01:22
2024-12-17 06:04:34.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.695e-03, size: 736, ETA: 10:01:20
2024-12-17 06:04:37.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.694e-03, size: 704, ETA: 10:01:18
2024-12-17 06:04:39.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.694e-03, size: 704, ETA: 10:01:16
2024-12-17 06:04:42.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.694e-03, size: 704, ETA: 10:01:15
2024-12-17 06:04:44.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.694e-03, size: 736, ETA: 10:01:13
2024-12-17 06:04:46.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.694e-03, size: 576, ETA: 10:01:11
2024-12-17 06:04:48.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.694e-03, size: 576, ETA: 10:01:08
2024-12-17 06:04:50.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.694e-03, size: 576, ETA: 10:01:05
2024-12-17 06:04:52.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.693e-03, size: 544, ETA: 10:01:02
2024-12-17 06:04:54.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.693e-03, size: 544, ETA: 10:00:59
2024-12-17 06:04:56.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.693e-03, size: 608, ETA: 10:00:57
2024-12-17 06:04:58.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.693e-03, size: 672, ETA: 10:00:54
2024-12-17 06:05:00.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.693e-03, size: 576, ETA: 10:00:52
2024-12-17 06:05:02.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.693e-03, size: 640, ETA: 10:00:50
2024-12-17 06:05:05.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.692e-03, size: 608, ETA: 10:00:48
2024-12-17 06:05:07.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.692e-03, size: 608, ETA: 10:00:46
2024-12-17 06:05:10.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.692e-03, size: 576, ETA: 10:00:45
2024-12-17 06:05:12.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.692e-03, size: 576, ETA: 10:00:42
2024-12-17 06:05:14.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.692e-03, size: 672, ETA: 10:00:40
2024-12-17 06:05:16.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.692e-03, size: 704, ETA: 10:00:37
2024-12-17 06:05:18.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.692e-03, size: 544, ETA: 10:00:35
2024-12-17 06:05:20.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.691e-03, size: 704, ETA: 10:00:32
2024-12-17 06:05:22.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.691e-03, size: 608, ETA: 10:00:29
2024-12-17 06:05:24.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.691e-03, size: 608, ETA: 10:00:27
2024-12-17 06:05:26.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.691e-03, size: 576, ETA: 10:00:25
2024-12-17 06:05:28.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.691e-03, size: 608, ETA: 10:00:22
2024-12-17 06:05:31.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.691e-03, size: 640, ETA: 10:00:21
2024-12-17 06:05:33.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.690e-03, size: 672, ETA: 10:00:19
2024-12-17 06:05:36.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.690e-03, size: 576, ETA: 10:00:17
2024-12-17 06:05:38.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.690e-03, size: 672, ETA: 10:00:14
2024-12-17 06:05:39.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.690e-03, size: 608, ETA: 10:00:12
2024-12-17 06:05:41.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.690e-03, size: 544, ETA: 10:00:09
2024-12-17 06:05:43.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.690e-03, size: 544, ETA: 10:00:06
2024-12-17 06:05:45.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.690e-03, size: 640, ETA: 10:00:04
2024-12-17 06:05:47.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.689e-03, size: 640, ETA: 10:00:01
2024-12-17 06:05:50.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.689e-03, size: 736, ETA: 10:00:00
2024-12-17 06:05:52.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.689e-03, size: 576, ETA: 9:59:58
2024-12-17 06:05:55.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.689e-03, size: 640, ETA: 9:59:56
2024-12-17 06:05:58.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.689e-03, size: 608, ETA: 9:59:54
2024-12-17 06:06:00.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.689e-03, size: 576, ETA: 9:59:53
2024-12-17 06:06:02.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.688e-03, size: 544, ETA: 9:59:50
2024-12-17 06:06:04.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.688e-03, size: 704, ETA: 9:59:47
2024-12-17 06:06:06.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.688e-03, size: 672, ETA: 9:59:45
2024-12-17 06:06:08.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.688e-03, size: 672, ETA: 9:59:42
2024-12-17 06:06:10.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.688e-03, size: 608, ETA: 9:59:40
2024-12-17 06:06:12.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.688e-03, size: 704, ETA: 9:59:38
2024-12-17 06:06:15.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.688e-03, size: 704, ETA: 9:59:36
2024-12-17 06:06:17.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.687e-03, size: 608, ETA: 9:59:34
2024-12-17 06:06:20.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.687e-03, size: 640, ETA: 9:59:32
2024-12-17 06:06:22.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.687e-03, size: 608, ETA: 9:59:30
2024-12-17 06:06:25.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.4, lr: 1.687e-03, size: 736, ETA: 9:59:29
2024-12-17 06:06:27.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.687e-03, size: 672, ETA: 9:59:27
2024-12-17 06:06:30.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.687e-03, size: 704, ETA: 9:59:25
2024-12-17 06:06:32.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.686e-03, size: 576, ETA: 9:59:23
2024-12-17 06:06:34.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.686e-03, size: 736, ETA: 9:59:21
2024-12-17 06:06:37.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.686e-03, size: 672, ETA: 9:59:20
2024-12-17 06:06:39.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.686e-03, size: 704, ETA: 9:59:18
2024-12-17 06:06:41.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.686e-03, size: 640, ETA: 9:59:15
2024-12-17 06:06:44.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.686e-03, size: 608, ETA: 9:59:14
2024-12-17 06:06:46.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.686e-03, size: 704, ETA: 9:59:11
2024-12-17 06:06:49.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.685e-03, size: 544, ETA: 9:59:09
2024-12-17 06:06:51.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.685e-03, size: 704, ETA: 9:59:08
2024-12-17 06:06:53.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.685e-03, size: 640, ETA: 9:59:06
2024-12-17 06:06:56.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.685e-03, size: 544, ETA: 9:59:04
2024-12-17 06:06:58.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.685e-03, size: 576, ETA: 9:59:01
2024-12-17 06:07:00.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.685e-03, size: 704, ETA: 9:59:00
2024-12-17 06:07:03.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.684e-03, size: 672, ETA: 9:58:58
2024-12-17 06:07:05.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.684e-03, size: 544, ETA: 9:58:55
2024-12-17 06:07:07.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.684e-03, size: 608, ETA: 9:58:53
2024-12-17 06:07:10.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.684e-03, size: 544, ETA: 9:58:51
2024-12-17 06:07:12.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.684e-03, size: 640, ETA: 9:58:49
2024-12-17 06:07:14.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.684e-03, size: 672, ETA: 9:58:47
2024-12-17 06:07:17.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.684e-03, size: 736, ETA: 9:58:45
2024-12-17 06:07:19.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.683e-03, size: 576, ETA: 9:58:43
2024-12-17 06:07:21.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.683e-03, size: 640, ETA: 9:58:41
2024-12-17 06:07:24.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.683e-03, size: 608, ETA: 9:58:39
2024-12-17 06:07:26.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.683e-03, size: 544, ETA: 9:58:37
2024-12-17 06:07:28.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.683e-03, size: 608, ETA: 9:58:35
2024-12-17 06:07:31.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.683e-03, size: 544, ETA: 9:58:33
2024-12-17 06:07:33.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.682e-03, size: 672, ETA: 9:58:31
2024-12-17 06:07:35.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.682e-03, size: 704, ETA: 9:58:29
2024-12-17 06:07:38.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.682e-03, size: 576, ETA: 9:58:27
2024-12-17 06:07:40.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.682e-03, size: 672, ETA: 9:58:25
2024-12-17 06:07:42.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.682e-03, size: 672, ETA: 9:58:23
2024-12-17 06:07:45.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.682e-03, size: 576, ETA: 9:58:22
2024-12-17 06:07:48.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.682e-03, size: 736, ETA: 9:58:20
2024-12-17 06:07:50.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.681e-03, size: 736, ETA: 9:58:19
2024-12-17 06:07:52.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.681e-03, size: 608, ETA: 9:58:16
2024-12-17 06:07:54.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.681e-03, size: 576, ETA: 9:58:13
2024-12-17 06:07:56.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.681e-03, size: 544, ETA: 9:58:10
2024-12-17 06:07:57.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.681e-03, size: 544, ETA: 9:58:07
2024-12-17 06:08:00.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.681e-03, size: 672, ETA: 9:58:05
2024-12-17 06:08:02.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.680e-03, size: 736, ETA: 9:58:03
2024-12-17 06:08:04.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.680e-03, size: 640, ETA: 9:58:01
2024-12-17 06:08:06.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.680e-03, size: 704, ETA: 9:57:58
2024-12-17 06:08:09.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.290s, data_time: 0.016s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.680e-03, size: 704, ETA: 9:57:57
2024-12-17 06:08:12.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.680e-03, size: 544, ETA: 9:57:55
2024-12-17 06:08:14.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.680e-03, size: 672, ETA: 9:57:53
2024-12-17 06:08:16.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 43/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.680e-03, size: 640, ETA: 9:57:50
2024-12-17 06:08:16.953 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 06:08:17.382 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch44
2024-12-17 06:08:19.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.679e-03, size: 640, ETA: 9:57:47
2024-12-17 06:08:21.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.679e-03, size: 608, ETA: 9:57:44
2024-12-17 06:08:23.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.679e-03, size: 672, ETA: 9:57:41
2024-12-17 06:08:25.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.679e-03, size: 672, ETA: 9:57:39
2024-12-17 06:08:27.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.679e-03, size: 672, ETA: 9:57:37
2024-12-17 06:08:30.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.679e-03, size: 544, ETA: 9:57:36
2024-12-17 06:08:33.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.678e-03, size: 704, ETA: 9:57:34
2024-12-17 06:08:35.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.678e-03, size: 608, ETA: 9:57:33
2024-12-17 06:08:38.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.678e-03, size: 640, ETA: 9:57:31
2024-12-17 06:08:40.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.678e-03, size: 576, ETA: 9:57:28
2024-12-17 06:08:41.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.678e-03, size: 704, ETA: 9:57:25
2024-12-17 06:08:43.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.678e-03, size: 736, ETA: 9:57:23
2024-12-17 06:08:46.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.677e-03, size: 640, ETA: 9:57:20
2024-12-17 06:08:47.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.677e-03, size: 608, ETA: 9:57:17
2024-12-17 06:08:50.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.677e-03, size: 640, ETA: 9:57:15
2024-12-17 06:08:52.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.232s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.677e-03, size: 608, ETA: 9:57:13
2024-12-17 06:08:54.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.677e-03, size: 544, ETA: 9:57:11
2024-12-17 06:08:57.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.677e-03, size: 608, ETA: 9:57:09
2024-12-17 06:08:59.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.677e-03, size: 608, ETA: 9:57:08
2024-12-17 06:09:02.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.676e-03, size: 608, ETA: 9:57:06
2024-12-17 06:09:04.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.676e-03, size: 608, ETA: 9:57:03
2024-12-17 06:09:06.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.676e-03, size: 640, ETA: 9:57:01
2024-12-17 06:09:08.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.676e-03, size: 736, ETA: 9:56:58
2024-12-17 06:09:10.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.676e-03, size: 672, ETA: 9:56:56
2024-12-17 06:09:12.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.676e-03, size: 544, ETA: 9:56:54
2024-12-17 06:09:14.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.675e-03, size: 576, ETA: 9:56:51
2024-12-17 06:09:16.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.675e-03, size: 704, ETA: 9:56:49
2024-12-17 06:09:19.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.675e-03, size: 640, ETA: 9:56:47
2024-12-17 06:09:21.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.244s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.675e-03, size: 704, ETA: 9:56:45
2024-12-17 06:09:24.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.675e-03, size: 640, ETA: 9:56:44
2024-12-17 06:09:27.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.675e-03, size: 736, ETA: 9:56:42
2024-12-17 06:09:29.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.675e-03, size: 640, ETA: 9:56:40
2024-12-17 06:09:31.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.674e-03, size: 608, ETA: 9:56:38
2024-12-17 06:09:33.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.674e-03, size: 576, ETA: 9:56:35
2024-12-17 06:09:35.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.674e-03, size: 736, ETA: 9:56:33
2024-12-17 06:09:37.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.674e-03, size: 704, ETA: 9:56:30
2024-12-17 06:09:39.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.674e-03, size: 640, ETA: 9:56:28
2024-12-17 06:09:41.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.674e-03, size: 704, ETA: 9:56:26
2024-12-17 06:09:44.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.673e-03, size: 640, ETA: 9:56:24
2024-12-17 06:09:46.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.673e-03, size: 576, ETA: 9:56:22
2024-12-17 06:09:49.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.673e-03, size: 736, ETA: 9:56:20
2024-12-17 06:09:52.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.313s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.673e-03, size: 672, ETA: 9:56:19
2024-12-17 06:09:54.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.673e-03, size: 672, ETA: 9:56:17
2024-12-17 06:09:56.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.673e-03, size: 544, ETA: 9:56:15
2024-12-17 06:09:58.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.673e-03, size: 576, ETA: 9:56:12
2024-12-17 06:10:00.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.672e-03, size: 576, ETA: 9:56:09
2024-12-17 06:10:02.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.672e-03, size: 608, ETA: 9:56:06
2024-12-17 06:10:04.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.672e-03, size: 640, ETA: 9:56:04
2024-12-17 06:10:06.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.672e-03, size: 736, ETA: 9:56:01
2024-12-17 06:10:08.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.672e-03, size: 672, ETA: 9:56:00
2024-12-17 06:10:11.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.672e-03, size: 608, ETA: 9:55:58
2024-12-17 06:10:13.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.671e-03, size: 544, ETA: 9:55:56
2024-12-17 06:10:15.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.183s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.671e-03, size: 672, ETA: 9:55:53
2024-12-17 06:10:17.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.671e-03, size: 736, ETA: 9:55:50
2024-12-17 06:10:19.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.671e-03, size: 640, ETA: 9:55:48
2024-12-17 06:10:21.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.671e-03, size: 544, ETA: 9:55:45
2024-12-17 06:10:23.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.671e-03, size: 544, ETA: 9:55:43
2024-12-17 06:10:25.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.671e-03, size: 640, ETA: 9:55:40
2024-12-17 06:10:27.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.241s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.670e-03, size: 704, ETA: 9:55:39
2024-12-17 06:10:30.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.670e-03, size: 608, ETA: 9:55:37
2024-12-17 06:10:33.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.670e-03, size: 640, ETA: 9:55:35
2024-12-17 06:10:35.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.250s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.670e-03, size: 576, ETA: 9:55:33
2024-12-17 06:10:37.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.670e-03, size: 672, ETA: 9:55:31
2024-12-17 06:10:39.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.670e-03, size: 640, ETA: 9:55:29
2024-12-17 06:10:41.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.669e-03, size: 704, ETA: 9:55:26
2024-12-17 06:10:43.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.669e-03, size: 672, ETA: 9:55:23
2024-12-17 06:10:45.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.669e-03, size: 736, ETA: 9:55:21
2024-12-17 06:10:47.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.669e-03, size: 576, ETA: 9:55:18
2024-12-17 06:10:49.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.669e-03, size: 576, ETA: 9:55:16
2024-12-17 06:10:52.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.669e-03, size: 576, ETA: 9:55:14
2024-12-17 06:10:54.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.669e-03, size: 736, ETA: 9:55:12
2024-12-17 06:10:57.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.668e-03, size: 640, ETA: 9:55:10
2024-12-17 06:10:59.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.668e-03, size: 608, ETA: 9:55:09
2024-12-17 06:11:02.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.668e-03, size: 672, ETA: 9:55:07
2024-12-17 06:11:03.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.668e-03, size: 640, ETA: 9:55:04
2024-12-17 06:11:05.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.668e-03, size: 544, ETA: 9:55:01
2024-12-17 06:11:07.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.668e-03, size: 736, ETA: 9:54:58
2024-12-17 06:11:09.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.667e-03, size: 736, ETA: 9:54:56
2024-12-17 06:11:11.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.667e-03, size: 608, ETA: 9:54:53
2024-12-17 06:11:13.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.667e-03, size: 736, ETA: 9:54:51
2024-12-17 06:11:16.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.667e-03, size: 672, ETA: 9:54:49
2024-12-17 06:11:18.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.667e-03, size: 608, ETA: 9:54:47
2024-12-17 06:11:20.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.667e-03, size: 640, ETA: 9:54:45
2024-12-17 06:11:23.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.274s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.666e-03, size: 672, ETA: 9:54:43
2024-12-17 06:11:26.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.666e-03, size: 704, ETA: 9:54:42
2024-12-17 06:11:28.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.666e-03, size: 640, ETA: 9:54:39
2024-12-17 06:11:29.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.666e-03, size: 576, ETA: 9:54:37
2024-12-17 06:11:31.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.666e-03, size: 544, ETA: 9:54:34
2024-12-17 06:11:33.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.666e-03, size: 736, ETA: 9:54:31
2024-12-17 06:11:35.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.666e-03, size: 544, ETA: 9:54:29
2024-12-17 06:11:37.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.665e-03, size: 576, ETA: 9:54:26
2024-12-17 06:11:39.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.665e-03, size: 608, ETA: 9:54:24
2024-12-17 06:11:42.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.665e-03, size: 608, ETA: 9:54:22
2024-12-17 06:11:44.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.665e-03, size: 704, ETA: 9:54:20
2024-12-17 06:11:47.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.665e-03, size: 736, ETA: 9:54:19
2024-12-17 06:11:50.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.665e-03, size: 704, ETA: 9:54:17
2024-12-17 06:11:52.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.664e-03, size: 640, ETA: 9:54:15
2024-12-17 06:11:53.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.664e-03, size: 544, ETA: 9:54:12
2024-12-17 06:11:55.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.664e-03, size: 704, ETA: 9:54:09
2024-12-17 06:11:58.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.664e-03, size: 704, ETA: 9:54:07
2024-12-17 06:12:00.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.664e-03, size: 608, ETA: 9:54:04
2024-12-17 06:12:01.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.664e-03, size: 640, ETA: 9:54:02
2024-12-17 06:12:04.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.664e-03, size: 576, ETA: 9:54:00
2024-12-17 06:12:06.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.663e-03, size: 640, ETA: 9:53:58
2024-12-17 06:12:09.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.663e-03, size: 704, ETA: 9:53:56
2024-12-17 06:12:12.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.292s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.663e-03, size: 704, ETA: 9:53:55
2024-12-17 06:12:15.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.663e-03, size: 576, ETA: 9:53:54
2024-12-17 06:12:16.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.663e-03, size: 544, ETA: 9:53:51
2024-12-17 06:12:18.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.663e-03, size: 544, ETA: 9:53:48
2024-12-17 06:12:20.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.662e-03, size: 736, ETA: 9:53:45
2024-12-17 06:12:22.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.662e-03, size: 608, ETA: 9:53:43
2024-12-17 06:12:24.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.662e-03, size: 640, ETA: 9:53:41
2024-12-17 06:12:26.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.662e-03, size: 544, ETA: 9:53:38
2024-12-17 06:12:28.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.662e-03, size: 672, ETA: 9:53:36
2024-12-17 06:12:31.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.662e-03, size: 704, ETA: 9:53:34
2024-12-17 06:12:33.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.662e-03, size: 608, ETA: 9:53:31
2024-12-17 06:12:35.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.661e-03, size: 672, ETA: 9:53:29
2024-12-17 06:12:37.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.661e-03, size: 640, ETA: 9:53:27
2024-12-17 06:12:39.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.661e-03, size: 672, ETA: 9:53:25
2024-12-17 06:12:42.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.661e-03, size: 640, ETA: 9:53:23
2024-12-17 06:12:44.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.661e-03, size: 736, ETA: 9:53:21
2024-12-17 06:12:47.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.661e-03, size: 608, ETA: 9:53:19
2024-12-17 06:12:50.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.660e-03, size: 704, ETA: 9:53:18
2024-12-17 06:12:52.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.660e-03, size: 704, ETA: 9:53:16
2024-12-17 06:12:54.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.660e-03, size: 640, ETA: 9:53:13
2024-12-17 06:12:56.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.660e-03, size: 704, ETA: 9:53:11
2024-12-17 06:12:58.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.660e-03, size: 736, ETA: 9:53:08
2024-12-17 06:13:00.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.660e-03, size: 544, ETA: 9:53:06
2024-12-17 06:13:02.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.660e-03, size: 608, ETA: 9:53:03
2024-12-17 06:13:04.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.659e-03, size: 672, ETA: 9:53:01
2024-12-17 06:13:06.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.659e-03, size: 704, ETA: 9:52:58
2024-12-17 06:13:08.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.659e-03, size: 672, ETA: 9:52:56
2024-12-17 06:13:11.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.659e-03, size: 544, ETA: 9:52:54
2024-12-17 06:13:13.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.659e-03, size: 736, ETA: 9:52:51
2024-12-17 06:13:15.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.659e-03, size: 608, ETA: 9:52:49
2024-12-17 06:13:17.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.658e-03, size: 576, ETA: 9:52:47
2024-12-17 06:13:19.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.658e-03, size: 672, ETA: 9:52:44
2024-12-17 06:13:22.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.658e-03, size: 544, ETA: 9:52:43
2024-12-17 06:13:24.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.658e-03, size: 576, ETA: 9:52:41
2024-12-17 06:13:26.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.658e-03, size: 608, ETA: 9:52:39
2024-12-17 06:13:28.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.658e-03, size: 640, ETA: 9:52:36
2024-12-17 06:13:30.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.658e-03, size: 704, ETA: 9:52:33
2024-12-17 06:13:32.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.657e-03, size: 576, ETA: 9:52:31
2024-12-17 06:13:34.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.657e-03, size: 608, ETA: 9:52:28
2024-12-17 06:13:36.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.657e-03, size: 576, ETA: 9:52:25
2024-12-17 06:13:38.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.657e-03, size: 544, ETA: 9:52:23
2024-12-17 06:13:40.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.657e-03, size: 608, ETA: 9:52:21
2024-12-17 06:13:42.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.657e-03, size: 608, ETA: 9:52:19
2024-12-17 06:13:45.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.656e-03, size: 640, ETA: 9:52:17
2024-12-17 06:13:47.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.656e-03, size: 704, ETA: 9:52:14
2024-12-17 06:13:49.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.656e-03, size: 608, ETA: 9:52:12
2024-12-17 06:13:51.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.656e-03, size: 544, ETA: 9:52:10
2024-12-17 06:13:53.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.656e-03, size: 608, ETA: 9:52:07
2024-12-17 06:13:56.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.656e-03, size: 608, ETA: 9:52:05
2024-12-17 06:13:58.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.655e-03, size: 672, ETA: 9:52:04
2024-12-17 06:14:01.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.655e-03, size: 704, ETA: 9:52:02
2024-12-17 06:14:03.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.655e-03, size: 544, ETA: 9:51:59
2024-12-17 06:14:05.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.655e-03, size: 672, ETA: 9:51:57
2024-12-17 06:14:07.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.655e-03, size: 576, ETA: 9:51:54
2024-12-17 06:14:09.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.655e-03, size: 736, ETA: 9:51:51
2024-12-17 06:14:11.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.655e-03, size: 704, ETA: 9:51:49
2024-12-17 06:14:13.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.654e-03, size: 576, ETA: 9:51:47
2024-12-17 06:14:15.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.654e-03, size: 736, ETA: 9:51:45
2024-12-17 06:14:18.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.654e-03, size: 544, ETA: 9:51:43
2024-12-17 06:14:21.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.654e-03, size: 672, ETA: 9:51:42
2024-12-17 06:14:23.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.654e-03, size: 736, ETA: 9:51:40
2024-12-17 06:14:25.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.654e-03, size: 576, ETA: 9:51:38
2024-12-17 06:14:28.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.653e-03, size: 672, ETA: 9:51:36
2024-12-17 06:14:30.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.653e-03, size: 608, ETA: 9:51:33
2024-12-17 06:14:31.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.653e-03, size: 736, ETA: 9:51:30
2024-12-17 06:14:34.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.653e-03, size: 608, ETA: 9:51:28
2024-12-17 06:14:35.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.653e-03, size: 736, ETA: 9:51:25
2024-12-17 06:14:38.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.653e-03, size: 736, ETA: 9:51:23
2024-12-17 06:14:40.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.653e-03, size: 704, ETA: 9:51:21
2024-12-17 06:14:43.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.652e-03, size: 736, ETA: 9:51:20
2024-12-17 06:14:45.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.282s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.652e-03, size: 608, ETA: 9:51:18
2024-12-17 06:14:48.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.652e-03, size: 608, ETA: 9:51:17
2024-12-17 06:14:50.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.652e-03, size: 704, ETA: 9:51:14
2024-12-17 06:14:52.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.652e-03, size: 704, ETA: 9:51:12
2024-12-17 06:14:54.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.652e-03, size: 704, ETA: 9:51:10
2024-12-17 06:14:56.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.651e-03, size: 608, ETA: 9:51:07
2024-12-17 06:14:58.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.651e-03, size: 544, ETA: 9:51:04
2024-12-17 06:15:00.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.651e-03, size: 672, ETA: 9:51:02
2024-12-17 06:15:03.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.651e-03, size: 672, ETA: 9:51:00
2024-12-17 06:15:05.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.651e-03, size: 608, ETA: 9:50:58
2024-12-17 06:15:08.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.651e-03, size: 736, ETA: 9:50:56
2024-12-17 06:15:11.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.651e-03, size: 576, ETA: 9:50:55
2024-12-17 06:15:13.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.650e-03, size: 544, ETA: 9:50:53
2024-12-17 06:15:15.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.650e-03, size: 576, ETA: 9:50:50
2024-12-17 06:15:17.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.650e-03, size: 672, ETA: 9:50:48
2024-12-17 06:15:19.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.650e-03, size: 608, ETA: 9:50:45
2024-12-17 06:15:21.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.650e-03, size: 608, ETA: 9:50:43
2024-12-17 06:15:23.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.650e-03, size: 736, ETA: 9:50:40
2024-12-17 06:15:25.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.649e-03, size: 640, ETA: 9:50:38
2024-12-17 06:15:27.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.649e-03, size: 640, ETA: 9:50:36
2024-12-17 06:15:30.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.649e-03, size: 608, ETA: 9:50:34
2024-12-17 06:15:32.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.649e-03, size: 576, ETA: 9:50:32
2024-12-17 06:15:34.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.649e-03, size: 544, ETA: 9:50:29
2024-12-17 06:15:36.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.649e-03, size: 576, ETA: 9:50:27
2024-12-17 06:15:38.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.649e-03, size: 576, ETA: 9:50:25
2024-12-17 06:15:40.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.648e-03, size: 672, ETA: 9:50:22
2024-12-17 06:15:43.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.648e-03, size: 576, ETA: 9:50:20
2024-12-17 06:15:45.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.648e-03, size: 736, ETA: 9:50:19
2024-12-17 06:15:48.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.648e-03, size: 576, ETA: 9:50:18
2024-12-17 06:15:51.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.648e-03, size: 736, ETA: 9:50:16
2024-12-17 06:15:53.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.648e-03, size: 672, ETA: 9:50:13
2024-12-17 06:15:55.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.647e-03, size: 672, ETA: 9:50:11
2024-12-17 06:15:57.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.647e-03, size: 704, ETA: 9:50:09
2024-12-17 06:15:59.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.647e-03, size: 736, ETA: 9:50:06
2024-12-17 06:16:01.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.647e-03, size: 672, ETA: 9:50:04
2024-12-17 06:16:04.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.647e-03, size: 736, ETA: 9:50:02
2024-12-17 06:16:06.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.647e-03, size: 672, ETA: 9:50:00
2024-12-17 06:16:08.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.646e-03, size: 704, ETA: 9:49:58
2024-12-17 06:16:10.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.646e-03, size: 672, ETA: 9:49:55
2024-12-17 06:16:13.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.646e-03, size: 704, ETA: 9:49:53
2024-12-17 06:16:15.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.646e-03, size: 736, ETA: 9:49:51
2024-12-17 06:16:17.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.646e-03, size: 736, ETA: 9:49:49
2024-12-17 06:16:19.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.646e-03, size: 544, ETA: 9:49:47
2024-12-17 06:16:22.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.243s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.646e-03, size: 640, ETA: 9:49:45
2024-12-17 06:16:24.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.645e-03, size: 640, ETA: 9:49:43
2024-12-17 06:16:27.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.645e-03, size: 544, ETA: 9:49:41
2024-12-17 06:16:29.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.645e-03, size: 544, ETA: 9:49:39
2024-12-17 06:16:31.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.645e-03, size: 736, ETA: 9:49:36
2024-12-17 06:16:33.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.645e-03, size: 576, ETA: 9:49:34
2024-12-17 06:16:35.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.645e-03, size: 544, ETA: 9:49:32
2024-12-17 06:16:37.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.644e-03, size: 640, ETA: 9:49:29
2024-12-17 06:16:39.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.644e-03, size: 608, ETA: 9:49:27
2024-12-17 06:16:42.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.644e-03, size: 608, ETA: 9:49:25
2024-12-17 06:16:44.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.644e-03, size: 704, ETA: 9:49:23
2024-12-17 06:16:46.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.644e-03, size: 608, ETA: 9:49:21
2024-12-17 06:16:49.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.644e-03, size: 576, ETA: 9:49:19
2024-12-17 06:16:51.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.644e-03, size: 736, ETA: 9:49:16
2024-12-17 06:16:52.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.643e-03, size: 640, ETA: 9:49:13
2024-12-17 06:16:54.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.643e-03, size: 672, ETA: 9:49:11
2024-12-17 06:16:56.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.643e-03, size: 672, ETA: 9:49:08
2024-12-17 06:16:58.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.643e-03, size: 736, ETA: 9:49:06
2024-12-17 06:17:01.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.643e-03, size: 608, ETA: 9:49:03
2024-12-17 06:17:03.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.643e-03, size: 576, ETA: 9:49:01
2024-12-17 06:17:05.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.006s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.642e-03, size: 704, ETA: 9:49:00
2024-12-17 06:17:08.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.642e-03, size: 608, ETA: 9:48:58
2024-12-17 06:17:11.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.642e-03, size: 544, ETA: 9:48:57
2024-12-17 06:17:14.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 44/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.642e-03, size: 704, ETA: 9:48:55
2024-12-17 06:17:14.878 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 06:17:15.297 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch45
2024-12-17 06:17:17.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.642e-03, size: 736, ETA: 9:48:52
2024-12-17 06:17:19.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.642e-03, size: 544, ETA: 9:48:49
2024-12-17 06:17:21.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.641e-03, size: 576, ETA: 9:48:47
2024-12-17 06:17:23.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.641e-03, size: 576, ETA: 9:48:44
2024-12-17 06:17:25.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.641e-03, size: 736, ETA: 9:48:41
2024-12-17 06:17:27.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.641e-03, size: 704, ETA: 9:48:39
2024-12-17 06:17:30.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.641e-03, size: 576, ETA: 9:48:38
2024-12-17 06:17:32.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.641e-03, size: 704, ETA: 9:48:36
2024-12-17 06:17:35.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.641e-03, size: 576, ETA: 9:48:35
2024-12-17 06:17:37.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.640e-03, size: 608, ETA: 9:48:33
2024-12-17 06:17:39.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.640e-03, size: 576, ETA: 9:48:30
2024-12-17 06:17:42.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.640e-03, size: 576, ETA: 9:48:28
2024-12-17 06:17:43.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.640e-03, size: 576, ETA: 9:48:25
2024-12-17 06:17:45.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.640e-03, size: 544, ETA: 9:48:23
2024-12-17 06:17:47.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.640e-03, size: 640, ETA: 9:48:20
2024-12-17 06:17:49.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.639e-03, size: 704, ETA: 9:48:17
2024-12-17 06:17:52.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.639e-03, size: 736, ETA: 9:48:15
2024-12-17 06:17:54.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.639e-03, size: 736, ETA: 9:48:14
2024-12-17 06:17:56.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.639e-03, size: 544, ETA: 9:48:11
2024-12-17 06:17:58.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.639e-03, size: 544, ETA: 9:48:09
2024-12-17 06:18:00.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.639e-03, size: 544, ETA: 9:48:06
2024-12-17 06:18:02.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.638e-03, size: 736, ETA: 9:48:03
2024-12-17 06:18:05.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.638e-03, size: 640, ETA: 9:48:01
2024-12-17 06:18:07.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.638e-03, size: 736, ETA: 9:48:00
2024-12-17 06:18:10.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.638e-03, size: 640, ETA: 9:47:58
2024-12-17 06:18:12.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.638e-03, size: 544, ETA: 9:47:56
2024-12-17 06:18:15.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.638e-03, size: 576, ETA: 9:47:54
2024-12-17 06:18:16.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.638e-03, size: 544, ETA: 9:47:52
2024-12-17 06:18:18.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.637e-03, size: 544, ETA: 9:47:49
2024-12-17 06:18:20.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.637e-03, size: 736, ETA: 9:47:46
2024-12-17 06:18:22.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.637e-03, size: 704, ETA: 9:47:44
2024-12-17 06:18:24.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.637e-03, size: 672, ETA: 9:47:42
2024-12-17 06:18:27.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.637e-03, size: 672, ETA: 9:47:39
2024-12-17 06:18:29.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.637e-03, size: 544, ETA: 9:47:37
2024-12-17 06:18:31.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.636e-03, size: 640, ETA: 9:47:35
2024-12-17 06:18:33.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.636e-03, size: 544, ETA: 9:47:33
2024-12-17 06:18:36.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.636e-03, size: 608, ETA: 9:47:31
2024-12-17 06:18:38.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.636e-03, size: 544, ETA: 9:47:28
2024-12-17 06:18:40.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.636e-03, size: 544, ETA: 9:47:26
2024-12-17 06:18:42.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.636e-03, size: 608, ETA: 9:47:24
2024-12-17 06:18:44.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.636e-03, size: 704, ETA: 9:47:21
2024-12-17 06:18:46.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.635e-03, size: 544, ETA: 9:47:18
2024-12-17 06:18:48.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.635e-03, size: 736, ETA: 9:47:16
2024-12-17 06:18:50.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.635e-03, size: 544, ETA: 9:47:13
2024-12-17 06:18:52.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.635e-03, size: 736, ETA: 9:47:10
2024-12-17 06:18:54.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.635e-03, size: 544, ETA: 9:47:09
2024-12-17 06:18:56.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.635e-03, size: 672, ETA: 9:47:07
2024-12-17 06:18:59.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.634e-03, size: 576, ETA: 9:47:05
2024-12-17 06:19:01.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.634e-03, size: 672, ETA: 9:47:03
2024-12-17 06:19:04.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.634e-03, size: 576, ETA: 9:47:01
2024-12-17 06:19:06.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.634e-03, size: 576, ETA: 9:46:58
2024-12-17 06:19:08.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.634e-03, size: 704, ETA: 9:46:56
2024-12-17 06:19:09.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.634e-03, size: 608, ETA: 9:46:53
2024-12-17 06:19:12.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.634e-03, size: 544, ETA: 9:46:50
2024-12-17 06:19:13.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.633e-03, size: 544, ETA: 9:46:47
2024-12-17 06:19:15.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.633e-03, size: 576, ETA: 9:46:45
2024-12-17 06:19:17.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.633e-03, size: 736, ETA: 9:46:43
2024-12-17 06:19:20.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.633e-03, size: 704, ETA: 9:46:41
2024-12-17 06:19:22.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.633e-03, size: 608, ETA: 9:46:39
2024-12-17 06:19:25.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.633e-03, size: 672, ETA: 9:46:38
2024-12-17 06:19:28.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.632e-03, size: 608, ETA: 9:46:36
2024-12-17 06:19:30.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.632e-03, size: 608, ETA: 9:46:34
2024-12-17 06:19:32.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.632e-03, size: 576, ETA: 9:46:31
2024-12-17 06:19:34.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.632e-03, size: 736, ETA: 9:46:29
2024-12-17 06:19:36.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.632e-03, size: 672, ETA: 9:46:26
2024-12-17 06:19:38.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.632e-03, size: 736, ETA: 9:46:24
2024-12-17 06:19:41.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.631e-03, size: 704, ETA: 9:46:23
2024-12-17 06:19:43.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.631e-03, size: 672, ETA: 9:46:20
2024-12-17 06:19:45.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.631e-03, size: 576, ETA: 9:46:18
2024-12-17 06:19:47.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.631e-03, size: 672, ETA: 9:46:15
2024-12-17 06:19:50.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.631e-03, size: 672, ETA: 9:46:14
2024-12-17 06:19:52.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.631e-03, size: 544, ETA: 9:46:12
2024-12-17 06:19:54.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.631e-03, size: 544, ETA: 9:46:10
2024-12-17 06:19:57.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.630e-03, size: 736, ETA: 9:46:09
2024-12-17 06:20:00.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.630e-03, size: 672, ETA: 9:46:07
2024-12-17 06:20:02.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.630e-03, size: 736, ETA: 9:46:05
2024-12-17 06:20:04.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.630e-03, size: 544, ETA: 9:46:02
2024-12-17 06:20:06.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.630e-03, size: 672, ETA: 9:46:00
2024-12-17 06:20:08.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.630e-03, size: 576, ETA: 9:45:57
2024-12-17 06:20:11.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.629e-03, size: 704, ETA: 9:45:55
2024-12-17 06:20:13.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.629e-03, size: 576, ETA: 9:45:53
2024-12-17 06:20:15.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.629e-03, size: 608, ETA: 9:45:51
2024-12-17 06:20:18.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.629e-03, size: 576, ETA: 9:45:50
2024-12-17 06:20:21.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.629e-03, size: 736, ETA: 9:45:48
2024-12-17 06:20:23.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.629e-03, size: 672, ETA: 9:45:46
2024-12-17 06:20:25.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.629e-03, size: 544, ETA: 9:45:43
2024-12-17 06:20:27.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.628e-03, size: 704, ETA: 9:45:41
2024-12-17 06:20:29.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.628e-03, size: 544, ETA: 9:45:38
2024-12-17 06:20:31.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.628e-03, size: 576, ETA: 9:45:36
2024-12-17 06:20:33.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.628e-03, size: 672, ETA: 9:45:33
2024-12-17 06:20:35.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.628e-03, size: 736, ETA: 9:45:31
2024-12-17 06:20:38.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.628e-03, size: 704, ETA: 9:45:29
2024-12-17 06:20:40.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.627e-03, size: 640, ETA: 9:45:28
2024-12-17 06:20:43.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.627e-03, size: 608, ETA: 9:45:26
2024-12-17 06:20:45.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.627e-03, size: 704, ETA: 9:45:24
2024-12-17 06:20:47.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.627e-03, size: 672, ETA: 9:45:22
2024-12-17 06:20:49.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.627e-03, size: 576, ETA: 9:45:19
2024-12-17 06:20:51.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.627e-03, size: 640, ETA: 9:45:17
2024-12-17 06:20:53.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.626e-03, size: 704, ETA: 9:45:14
2024-12-17 06:20:55.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.626e-03, size: 544, ETA: 9:45:11
2024-12-17 06:20:57.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.626e-03, size: 576, ETA: 9:45:08
2024-12-17 06:20:59.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.626e-03, size: 736, ETA: 9:45:07
2024-12-17 06:21:02.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.626e-03, size: 608, ETA: 9:45:05
2024-12-17 06:21:04.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.626e-03, size: 640, ETA: 9:45:03
2024-12-17 06:21:07.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.256s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.626e-03, size: 640, ETA: 9:45:01
2024-12-17 06:21:09.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.625e-03, size: 576, ETA: 9:44:59
2024-12-17 06:21:12.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.625e-03, size: 672, ETA: 9:44:57
2024-12-17 06:21:14.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.625e-03, size: 576, ETA: 9:44:55
2024-12-17 06:21:15.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.625e-03, size: 640, ETA: 9:44:52
2024-12-17 06:21:17.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.625e-03, size: 544, ETA: 9:44:49
2024-12-17 06:21:19.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.625e-03, size: 736, ETA: 9:44:47
2024-12-17 06:21:21.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.624e-03, size: 608, ETA: 9:44:44
2024-12-17 06:21:23.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.624e-03, size: 544, ETA: 9:44:41
2024-12-17 06:21:25.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.624e-03, size: 640, ETA: 9:44:39
2024-12-17 06:21:28.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.624e-03, size: 544, ETA: 9:44:37
2024-12-17 06:21:30.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.624e-03, size: 672, ETA: 9:44:35
2024-12-17 06:21:32.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.624e-03, size: 576, ETA: 9:44:33
2024-12-17 06:21:34.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.624e-03, size: 640, ETA: 9:44:30
2024-12-17 06:21:36.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.623e-03, size: 736, ETA: 9:44:28
2024-12-17 06:21:38.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.623e-03, size: 608, ETA: 9:44:25
2024-12-17 06:21:40.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.623e-03, size: 704, ETA: 9:44:23
2024-12-17 06:21:43.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.623e-03, size: 608, ETA: 9:44:21
2024-12-17 06:21:45.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.623e-03, size: 672, ETA: 9:44:19
2024-12-17 06:21:47.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.623e-03, size: 704, ETA: 9:44:17
2024-12-17 06:21:49.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.622e-03, size: 544, ETA: 9:44:14
2024-12-17 06:21:51.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.622e-03, size: 544, ETA: 9:44:11
2024-12-17 06:21:53.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.622e-03, size: 608, ETA: 9:44:09
2024-12-17 06:21:55.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.622e-03, size: 640, ETA: 9:44:07
2024-12-17 06:21:57.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.622e-03, size: 544, ETA: 9:44:04
2024-12-17 06:21:59.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.622e-03, size: 640, ETA: 9:44:01
2024-12-17 06:22:01.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.621e-03, size: 608, ETA: 9:43:58
2024-12-17 06:22:03.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.621e-03, size: 640, ETA: 9:43:56
2024-12-17 06:22:05.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.621e-03, size: 672, ETA: 9:43:53
2024-12-17 06:22:07.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.621e-03, size: 704, ETA: 9:43:51
2024-12-17 06:22:09.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.621e-03, size: 608, ETA: 9:43:49
2024-12-17 06:22:11.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.621e-03, size: 704, ETA: 9:43:47
2024-12-17 06:22:14.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.621e-03, size: 736, ETA: 9:43:45
2024-12-17 06:22:16.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.620e-03, size: 640, ETA: 9:43:43
2024-12-17 06:22:19.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.620e-03, size: 576, ETA: 9:43:42
2024-12-17 06:22:21.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.620e-03, size: 672, ETA: 9:43:39
2024-12-17 06:22:23.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.620e-03, size: 640, ETA: 9:43:37
2024-12-17 06:22:25.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.620e-03, size: 608, ETA: 9:43:34
2024-12-17 06:22:27.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.620e-03, size: 736, ETA: 9:43:32
2024-12-17 06:22:29.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.619e-03, size: 640, ETA: 9:43:29
2024-12-17 06:22:31.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.619e-03, size: 576, ETA: 9:43:26
2024-12-17 06:22:33.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.619e-03, size: 736, ETA: 9:43:24
2024-12-17 06:22:35.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.619e-03, size: 544, ETA: 9:43:22
2024-12-17 06:22:38.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.619e-03, size: 736, ETA: 9:43:20
2024-12-17 06:22:40.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.619e-03, size: 736, ETA: 9:43:18
2024-12-17 06:22:43.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.619e-03, size: 640, ETA: 9:43:17
2024-12-17 06:22:46.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.618e-03, size: 704, ETA: 9:43:15
2024-12-17 06:22:47.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.618e-03, size: 608, ETA: 9:43:12
2024-12-17 06:22:50.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.618e-03, size: 576, ETA: 9:43:10
2024-12-17 06:22:51.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.618e-03, size: 544, ETA: 9:43:07
2024-12-17 06:22:53.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.618e-03, size: 704, ETA: 9:43:04
2024-12-17 06:22:55.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.618e-03, size: 640, ETA: 9:43:02
2024-12-17 06:22:57.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.617e-03, size: 704, ETA: 9:43:00
2024-12-17 06:23:00.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.617e-03, size: 544, ETA: 9:42:58
2024-12-17 06:23:02.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.617e-03, size: 640, ETA: 9:42:55
2024-12-17 06:23:05.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.617e-03, size: 640, ETA: 9:42:54
2024-12-17 06:23:07.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.617e-03, size: 672, ETA: 9:42:52
2024-12-17 06:23:10.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.617e-03, size: 704, ETA: 9:42:51
2024-12-17 06:23:13.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.616e-03, size: 704, ETA: 9:42:49
2024-12-17 06:23:14.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.616e-03, size: 544, ETA: 9:42:46
2024-12-17 06:23:16.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.616e-03, size: 544, ETA: 9:42:44
2024-12-17 06:23:18.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.616e-03, size: 576, ETA: 9:42:41
2024-12-17 06:23:20.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.616e-03, size: 640, ETA: 9:42:39
2024-12-17 06:23:22.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.616e-03, size: 640, ETA: 9:42:36
2024-12-17 06:23:25.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.616e-03, size: 704, ETA: 9:42:34
2024-12-17 06:23:27.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.615e-03, size: 672, ETA: 9:42:32
2024-12-17 06:23:30.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.615e-03, size: 544, ETA: 9:42:31
2024-12-17 06:23:32.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.615e-03, size: 704, ETA: 9:42:29
2024-12-17 06:23:35.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.615e-03, size: 576, ETA: 9:42:27
2024-12-17 06:23:37.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.615e-03, size: 544, ETA: 9:42:24
2024-12-17 06:23:39.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.615e-03, size: 608, ETA: 9:42:22
2024-12-17 06:23:40.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.614e-03, size: 576, ETA: 9:42:19
2024-12-17 06:23:42.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.614e-03, size: 608, ETA: 9:42:16
2024-12-17 06:23:45.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.614e-03, size: 576, ETA: 9:42:14
2024-12-17 06:23:47.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.614e-03, size: 672, ETA: 9:42:12
2024-12-17 06:23:49.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.614e-03, size: 736, ETA: 9:42:10
2024-12-17 06:23:52.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.614e-03, size: 640, ETA: 9:42:08
2024-12-17 06:23:54.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.613e-03, size: 544, ETA: 9:42:06
2024-12-17 06:23:57.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.613e-03, size: 576, ETA: 9:42:05
2024-12-17 06:23:59.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.613e-03, size: 736, ETA: 9:42:03
2024-12-17 06:24:01.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.613e-03, size: 640, ETA: 9:42:01
2024-12-17 06:24:03.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.613e-03, size: 704, ETA: 9:41:58
2024-12-17 06:24:05.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.613e-03, size: 640, ETA: 9:41:55
2024-12-17 06:24:07.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.613e-03, size: 608, ETA: 9:41:53
2024-12-17 06:24:10.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.612e-03, size: 736, ETA: 9:41:51
2024-12-17 06:24:12.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.612e-03, size: 704, ETA: 9:41:49
2024-12-17 06:24:14.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.612e-03, size: 736, ETA: 9:41:47
2024-12-17 06:24:17.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.612e-03, size: 672, ETA: 9:41:45
2024-12-17 06:24:19.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.612e-03, size: 672, ETA: 9:41:43
2024-12-17 06:24:22.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.612e-03, size: 608, ETA: 9:41:41
2024-12-17 06:24:24.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.611e-03, size: 736, ETA: 9:41:39
2024-12-17 06:24:26.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.611e-03, size: 736, ETA: 9:41:37
2024-12-17 06:24:29.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.611e-03, size: 736, ETA: 9:41:35
2024-12-17 06:24:31.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.611e-03, size: 704, ETA: 9:41:33
2024-12-17 06:24:33.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.611e-03, size: 640, ETA: 9:41:30
2024-12-17 06:24:35.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.611e-03, size: 608, ETA: 9:41:27
2024-12-17 06:24:37.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.611e-03, size: 640, ETA: 9:41:25
2024-12-17 06:24:39.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.610e-03, size: 704, ETA: 9:41:23
2024-12-17 06:24:41.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.610e-03, size: 672, ETA: 9:41:21
2024-12-17 06:24:44.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.610e-03, size: 640, ETA: 9:41:19
2024-12-17 06:24:46.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.610e-03, size: 640, ETA: 9:41:17
2024-12-17 06:24:49.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.610e-03, size: 672, ETA: 9:41:15
2024-12-17 06:24:51.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.610e-03, size: 608, ETA: 9:41:13
2024-12-17 06:24:53.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.609e-03, size: 576, ETA: 9:41:11
2024-12-17 06:24:55.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.609e-03, size: 736, ETA: 9:41:08
2024-12-17 06:24:57.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.609e-03, size: 640, ETA: 9:41:06
2024-12-17 06:24:59.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.176s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.609e-03, size: 544, ETA: 9:41:03
2024-12-17 06:25:01.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.609e-03, size: 544, ETA: 9:41:00
2024-12-17 06:25:03.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.609e-03, size: 608, ETA: 9:40:57
2024-12-17 06:25:04.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.608e-03, size: 640, ETA: 9:40:55
2024-12-17 06:25:07.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.608e-03, size: 640, ETA: 9:40:53
2024-12-17 06:25:09.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.608e-03, size: 576, ETA: 9:40:51
2024-12-17 06:25:11.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.608e-03, size: 704, ETA: 9:40:48
2024-12-17 06:25:13.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.608e-03, size: 576, ETA: 9:40:46
2024-12-17 06:25:15.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.608e-03, size: 544, ETA: 9:40:43
2024-12-17 06:25:17.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.608e-03, size: 544, ETA: 9:40:40
2024-12-17 06:25:19.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.607e-03, size: 704, ETA: 9:40:38
2024-12-17 06:25:21.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.607e-03, size: 544, ETA: 9:40:35
2024-12-17 06:25:23.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.607e-03, size: 736, ETA: 9:40:32
2024-12-17 06:25:25.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.607e-03, size: 544, ETA: 9:40:30
2024-12-17 06:25:27.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.607e-03, size: 640, ETA: 9:40:27
2024-12-17 06:25:29.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.607e-03, size: 704, ETA: 9:40:25
2024-12-17 06:25:31.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.606e-03, size: 544, ETA: 9:40:23
2024-12-17 06:25:34.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.606e-03, size: 576, ETA: 9:40:21
2024-12-17 06:25:36.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.606e-03, size: 640, ETA: 9:40:19
2024-12-17 06:25:39.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.606e-03, size: 672, ETA: 9:40:17
2024-12-17 06:25:41.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.606e-03, size: 704, ETA: 9:40:16
2024-12-17 06:25:43.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.606e-03, size: 608, ETA: 9:40:13
2024-12-17 06:25:45.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.605e-03, size: 576, ETA: 9:40:11
2024-12-17 06:25:47.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.605e-03, size: 608, ETA: 9:40:08
2024-12-17 06:25:49.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.605e-03, size: 672, ETA: 9:40:05
2024-12-17 06:25:51.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.605e-03, size: 672, ETA: 9:40:03
2024-12-17 06:25:53.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.605e-03, size: 544, ETA: 9:40:00
2024-12-17 06:25:55.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.605e-03, size: 736, ETA: 9:39:58
2024-12-17 06:25:58.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.007s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.605e-03, size: 544, ETA: 9:39:56
2024-12-17 06:26:00.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.604e-03, size: 704, ETA: 9:39:55
2024-12-17 06:26:03.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.604e-03, size: 736, ETA: 9:39:53
2024-12-17 06:26:06.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 45/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.604e-03, size: 672, ETA: 9:39:52
2024-12-17 06:26:07.522 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 06:26:07.940 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch46
2024-12-17 06:26:10.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.604e-03, size: 736, ETA: 9:39:50
2024-12-17 06:26:13.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.604e-03, size: 640, ETA: 9:39:48
2024-12-17 06:26:15.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.604e-03, size: 736, ETA: 9:39:47
2024-12-17 06:26:17.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.603e-03, size: 640, ETA: 9:39:44
2024-12-17 06:26:19.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.603e-03, size: 576, ETA: 9:39:42
2024-12-17 06:26:21.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.603e-03, size: 608, ETA: 9:39:39
2024-12-17 06:26:23.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.603e-03, size: 704, ETA: 9:39:36
2024-12-17 06:26:25.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.603e-03, size: 640, ETA: 9:39:34
2024-12-17 06:26:27.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.603e-03, size: 640, ETA: 9:39:31
2024-12-17 06:26:29.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.602e-03, size: 672, ETA: 9:39:28
2024-12-17 06:26:31.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.602e-03, size: 608, ETA: 9:39:26
2024-12-17 06:26:33.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.602e-03, size: 672, ETA: 9:39:24
2024-12-17 06:26:36.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.602e-03, size: 608, ETA: 9:39:22
2024-12-17 06:26:38.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.602e-03, size: 736, ETA: 9:39:20
2024-12-17 06:26:40.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.602e-03, size: 736, ETA: 9:39:18
2024-12-17 06:26:42.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.602e-03, size: 672, ETA: 9:39:16
2024-12-17 06:26:45.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.601e-03, size: 672, ETA: 9:39:14
2024-12-17 06:26:47.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.601e-03, size: 544, ETA: 9:39:12
2024-12-17 06:26:50.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.601e-03, size: 736, ETA: 9:39:11
2024-12-17 06:26:53.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.601e-03, size: 544, ETA: 9:39:09
2024-12-17 06:26:56.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.601e-03, size: 640, ETA: 9:39:08
2024-12-17 06:26:58.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.601e-03, size: 544, ETA: 9:39:06
2024-12-17 06:27:00.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.600e-03, size: 640, ETA: 9:39:03
2024-12-17 06:27:02.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.600e-03, size: 640, ETA: 9:39:01
2024-12-17 06:27:04.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.600e-03, size: 608, ETA: 9:38:58
2024-12-17 06:27:06.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.600e-03, size: 736, ETA: 9:38:56
2024-12-17 06:27:09.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.600e-03, size: 640, ETA: 9:38:54
2024-12-17 06:27:11.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.600e-03, size: 640, ETA: 9:38:52
2024-12-17 06:27:13.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.599e-03, size: 640, ETA: 9:38:50
2024-12-17 06:27:16.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.599e-03, size: 544, ETA: 9:38:48
2024-12-17 06:27:18.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.599e-03, size: 544, ETA: 9:38:46
2024-12-17 06:27:20.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.599e-03, size: 576, ETA: 9:38:44
2024-12-17 06:27:23.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.599e-03, size: 672, ETA: 9:38:42
2024-12-17 06:27:25.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.599e-03, size: 704, ETA: 9:38:40
2024-12-17 06:27:27.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.599e-03, size: 736, ETA: 9:38:37
2024-12-17 06:27:29.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.598e-03, size: 736, ETA: 9:38:35
2024-12-17 06:27:31.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.598e-03, size: 608, ETA: 9:38:32
2024-12-17 06:27:33.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.598e-03, size: 704, ETA: 9:38:30
2024-12-17 06:27:35.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.598e-03, size: 576, ETA: 9:38:27
2024-12-17 06:27:37.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.598e-03, size: 640, ETA: 9:38:25
2024-12-17 06:27:39.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.598e-03, size: 640, ETA: 9:38:23
2024-12-17 06:27:42.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.597e-03, size: 576, ETA: 9:38:21
2024-12-17 06:27:45.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.597e-03, size: 608, ETA: 9:38:19
2024-12-17 06:27:47.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.597e-03, size: 704, ETA: 9:38:18
2024-12-17 06:27:49.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.597e-03, size: 640, ETA: 9:38:16
2024-12-17 06:27:51.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.597e-03, size: 640, ETA: 9:38:13
2024-12-17 06:27:54.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.597e-03, size: 736, ETA: 9:38:11
2024-12-17 06:27:56.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.596e-03, size: 544, ETA: 9:38:08
2024-12-17 06:27:58.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.596e-03, size: 672, ETA: 9:38:06
2024-12-17 06:28:00.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.596e-03, size: 704, ETA: 9:38:04
2024-12-17 06:28:02.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.596e-03, size: 640, ETA: 9:38:02
2024-12-17 06:28:05.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.596e-03, size: 704, ETA: 9:38:00
2024-12-17 06:28:07.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.596e-03, size: 672, ETA: 9:37:58
2024-12-17 06:28:10.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.596e-03, size: 704, ETA: 9:37:56
2024-12-17 06:28:13.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.595e-03, size: 672, ETA: 9:37:55
2024-12-17 06:28:15.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.595e-03, size: 672, ETA: 9:37:53
2024-12-17 06:28:17.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.595e-03, size: 640, ETA: 9:37:51
2024-12-17 06:28:19.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.595e-03, size: 640, ETA: 9:37:49
2024-12-17 06:28:21.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.595e-03, size: 672, ETA: 9:37:46
2024-12-17 06:28:23.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.595e-03, size: 736, ETA: 9:37:43
2024-12-17 06:28:25.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.594e-03, size: 576, ETA: 9:37:41
2024-12-17 06:28:27.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.594e-03, size: 672, ETA: 9:37:38
2024-12-17 06:28:30.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.594e-03, size: 544, ETA: 9:37:36
2024-12-17 06:28:32.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.594e-03, size: 640, ETA: 9:37:34
2024-12-17 06:28:34.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.594e-03, size: 608, ETA: 9:37:32
2024-12-17 06:28:37.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.289s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.594e-03, size: 640, ETA: 9:37:31
2024-12-17 06:28:39.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.593e-03, size: 672, ETA: 9:37:29
2024-12-17 06:28:41.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.593e-03, size: 640, ETA: 9:37:26
2024-12-17 06:28:44.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.593e-03, size: 672, ETA: 9:37:24
2024-12-17 06:28:46.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.593e-03, size: 704, ETA: 9:37:22
2024-12-17 06:28:48.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.593e-03, size: 608, ETA: 9:37:19
2024-12-17 06:28:50.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.593e-03, size: 736, ETA: 9:37:17
2024-12-17 06:28:52.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.593e-03, size: 608, ETA: 9:37:14
2024-12-17 06:28:54.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.592e-03, size: 608, ETA: 9:37:12
2024-12-17 06:28:57.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.592e-03, size: 544, ETA: 9:37:10
2024-12-17 06:28:59.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.592e-03, size: 544, ETA: 9:37:09
2024-12-17 06:29:02.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.592e-03, size: 672, ETA: 9:37:07
2024-12-17 06:29:05.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.592e-03, size: 544, ETA: 9:37:06
2024-12-17 06:29:07.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.179s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.592e-03, size: 576, ETA: 9:37:03
2024-12-17 06:29:09.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.591e-03, size: 736, ETA: 9:37:01
2024-12-17 06:29:11.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.591e-03, size: 608, ETA: 9:36:58
2024-12-17 06:29:13.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.591e-03, size: 608, ETA: 9:36:55
2024-12-17 06:29:15.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.591e-03, size: 736, ETA: 9:36:53
2024-12-17 06:29:17.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.591e-03, size: 704, ETA: 9:36:51
2024-12-17 06:29:19.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.591e-03, size: 672, ETA: 9:36:49
2024-12-17 06:29:22.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.590e-03, size: 544, ETA: 9:36:47
2024-12-17 06:29:24.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.590e-03, size: 736, ETA: 9:36:45
2024-12-17 06:29:26.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.590e-03, size: 704, ETA: 9:36:43
2024-12-17 06:29:28.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.590e-03, size: 608, ETA: 9:36:41
2024-12-17 06:29:31.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.590e-03, size: 640, ETA: 9:36:39
2024-12-17 06:29:33.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.590e-03, size: 544, ETA: 9:36:36
2024-12-17 06:29:35.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.590e-03, size: 640, ETA: 9:36:33
2024-12-17 06:29:37.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.589e-03, size: 608, ETA: 9:36:31
2024-12-17 06:29:39.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.589e-03, size: 608, ETA: 9:36:28
2024-12-17 06:29:41.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.589e-03, size: 640, ETA: 9:36:26
2024-12-17 06:29:43.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.589e-03, size: 608, ETA: 9:36:23
2024-12-17 06:29:45.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.589e-03, size: 544, ETA: 9:36:21
2024-12-17 06:29:47.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.589e-03, size: 704, ETA: 9:36:19
2024-12-17 06:29:49.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.588e-03, size: 576, ETA: 9:36:17
2024-12-17 06:29:52.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.588e-03, size: 576, ETA: 9:36:15
2024-12-17 06:29:54.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.588e-03, size: 576, ETA: 9:36:13
2024-12-17 06:29:57.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.588e-03, size: 704, ETA: 9:36:11
2024-12-17 06:29:59.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.588e-03, size: 608, ETA: 9:36:09
2024-12-17 06:30:01.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.588e-03, size: 672, ETA: 9:36:06
2024-12-17 06:30:03.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.587e-03, size: 544, ETA: 9:36:04
2024-12-17 06:30:05.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.587e-03, size: 704, ETA: 9:36:01
2024-12-17 06:30:07.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.587e-03, size: 544, ETA: 9:35:59
2024-12-17 06:30:09.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.587e-03, size: 736, ETA: 9:35:57
2024-12-17 06:30:11.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.587e-03, size: 608, ETA: 9:35:54
2024-12-17 06:30:13.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.587e-03, size: 544, ETA: 9:35:52
2024-12-17 06:30:16.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.587e-03, size: 608, ETA: 9:35:50
2024-12-17 06:30:18.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.586e-03, size: 576, ETA: 9:35:47
2024-12-17 06:30:20.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.586e-03, size: 544, ETA: 9:35:45
2024-12-17 06:30:22.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.586e-03, size: 672, ETA: 9:35:43
2024-12-17 06:30:25.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.586e-03, size: 608, ETA: 9:35:41
2024-12-17 06:30:27.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.586e-03, size: 544, ETA: 9:35:39
2024-12-17 06:30:29.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.586e-03, size: 640, ETA: 9:35:36
2024-12-17 06:30:31.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.585e-03, size: 704, ETA: 9:35:34
2024-12-17 06:30:33.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.585e-03, size: 736, ETA: 9:35:32
2024-12-17 06:30:35.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.585e-03, size: 640, ETA: 9:35:29
2024-12-17 06:30:37.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.585e-03, size: 672, ETA: 9:35:26
2024-12-17 06:30:39.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.585e-03, size: 672, ETA: 9:35:24
2024-12-17 06:30:41.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.585e-03, size: 640, ETA: 9:35:22
2024-12-17 06:30:44.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.584e-03, size: 608, ETA: 9:35:20
2024-12-17 06:30:46.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.584e-03, size: 544, ETA: 9:35:18
2024-12-17 06:30:49.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.584e-03, size: 704, ETA: 9:35:17
2024-12-17 06:30:52.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.584e-03, size: 640, ETA: 9:35:15
2024-12-17 06:30:54.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.584e-03, size: 672, ETA: 9:35:13
2024-12-17 06:30:56.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.584e-03, size: 544, ETA: 9:35:10
2024-12-17 06:30:58.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.584e-03, size: 608, ETA: 9:35:07
2024-12-17 06:30:59.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.583e-03, size: 640, ETA: 9:35:05
2024-12-17 06:31:01.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.583e-03, size: 672, ETA: 9:35:02
2024-12-17 06:31:03.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.583e-03, size: 640, ETA: 9:35:00
2024-12-17 06:31:06.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.583e-03, size: 608, ETA: 9:34:58
2024-12-17 06:31:08.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.583e-03, size: 672, ETA: 9:34:56
2024-12-17 06:31:11.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.583e-03, size: 544, ETA: 9:34:54
2024-12-17 06:31:13.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.582e-03, size: 736, ETA: 9:34:52
2024-12-17 06:31:16.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.582e-03, size: 640, ETA: 9:34:51
2024-12-17 06:31:18.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.582e-03, size: 544, ETA: 9:34:49
2024-12-17 06:31:21.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.582e-03, size: 704, ETA: 9:34:47
2024-12-17 06:31:23.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.582e-03, size: 704, ETA: 9:34:44
2024-12-17 06:31:25.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.582e-03, size: 576, ETA: 9:34:42
2024-12-17 06:31:27.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.582e-03, size: 608, ETA: 9:34:39
2024-12-17 06:31:29.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.581e-03, size: 640, ETA: 9:34:37
2024-12-17 06:31:31.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.581e-03, size: 672, ETA: 9:34:35
2024-12-17 06:31:33.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.581e-03, size: 736, ETA: 9:34:33
2024-12-17 06:31:36.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.581e-03, size: 736, ETA: 9:34:31
2024-12-17 06:31:39.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.581e-03, size: 704, ETA: 9:34:30
2024-12-17 06:31:41.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.581e-03, size: 608, ETA: 9:34:28
2024-12-17 06:31:43.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.580e-03, size: 576, ETA: 9:34:25
2024-12-17 06:31:45.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.580e-03, size: 672, ETA: 9:34:23
2024-12-17 06:31:47.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.580e-03, size: 608, ETA: 9:34:20
2024-12-17 06:31:49.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.580e-03, size: 608, ETA: 9:34:18
2024-12-17 06:31:51.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.580e-03, size: 640, ETA: 9:34:15
2024-12-17 06:31:53.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.580e-03, size: 576, ETA: 9:34:12
2024-12-17 06:31:55.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.579e-03, size: 640, ETA: 9:34:10
2024-12-17 06:31:57.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.579e-03, size: 704, ETA: 9:34:07
2024-12-17 06:32:00.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.579e-03, size: 736, ETA: 9:34:06
2024-12-17 06:32:02.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.579e-03, size: 736, ETA: 9:34:04
2024-12-17 06:32:04.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.579e-03, size: 544, ETA: 9:34:02
2024-12-17 06:32:07.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.579e-03, size: 736, ETA: 9:34:00
2024-12-17 06:32:10.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.579e-03, size: 736, ETA: 9:33:59
2024-12-17 06:32:12.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.578e-03, size: 672, ETA: 9:33:56
2024-12-17 06:32:14.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.578e-03, size: 576, ETA: 9:33:54
2024-12-17 06:32:16.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.578e-03, size: 608, ETA: 9:33:51
2024-12-17 06:32:18.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.578e-03, size: 608, ETA: 9:33:49
2024-12-17 06:32:20.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.578e-03, size: 544, ETA: 9:33:46
2024-12-17 06:32:22.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.578e-03, size: 608, ETA: 9:33:44
2024-12-17 06:32:24.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.577e-03, size: 672, ETA: 9:33:42
2024-12-17 06:32:26.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.577e-03, size: 640, ETA: 9:33:40
2024-12-17 06:32:29.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.577e-03, size: 736, ETA: 9:33:38
2024-12-17 06:32:31.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.577e-03, size: 576, ETA: 9:33:36
2024-12-17 06:32:34.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.577e-03, size: 672, ETA: 9:33:34
2024-12-17 06:32:36.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.577e-03, size: 704, ETA: 9:33:32
2024-12-17 06:32:38.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.576e-03, size: 544, ETA: 9:33:29
2024-12-17 06:32:40.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.576e-03, size: 704, ETA: 9:33:27
2024-12-17 06:32:42.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.576e-03, size: 736, ETA: 9:33:24
2024-12-17 06:32:44.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.576e-03, size: 672, ETA: 9:33:22
2024-12-17 06:32:46.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.576e-03, size: 544, ETA: 9:33:19
2024-12-17 06:32:48.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.576e-03, size: 672, ETA: 9:33:17
2024-12-17 06:32:51.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.576e-03, size: 608, ETA: 9:33:15
2024-12-17 06:32:53.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.575e-03, size: 608, ETA: 9:33:13
2024-12-17 06:32:56.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.575e-03, size: 544, ETA: 9:33:12
2024-12-17 06:32:58.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.575e-03, size: 672, ETA: 9:33:10
2024-12-17 06:33:01.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.575e-03, size: 736, ETA: 9:33:08
2024-12-17 06:33:03.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.575e-03, size: 672, ETA: 9:33:06
2024-12-17 06:33:05.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.575e-03, size: 640, ETA: 9:33:03
2024-12-17 06:33:07.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.574e-03, size: 640, ETA: 9:33:01
2024-12-17 06:33:09.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.574e-03, size: 576, ETA: 9:32:59
2024-12-17 06:33:11.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.574e-03, size: 608, ETA: 9:32:56
2024-12-17 06:33:14.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.574e-03, size: 736, ETA: 9:32:54
2024-12-17 06:33:16.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.574e-03, size: 544, ETA: 9:32:52
2024-12-17 06:33:18.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.574e-03, size: 704, ETA: 9:32:50
2024-12-17 06:33:21.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.573e-03, size: 736, ETA: 9:32:48
2024-12-17 06:33:23.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.573e-03, size: 608, ETA: 9:32:47
2024-12-17 06:33:26.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.573e-03, size: 672, ETA: 9:32:45
2024-12-17 06:33:28.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.573e-03, size: 736, ETA: 9:32:43
2024-12-17 06:33:30.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.573e-03, size: 608, ETA: 9:32:40
2024-12-17 06:33:32.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.573e-03, size: 640, ETA: 9:32:37
2024-12-17 06:33:34.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.572e-03, size: 704, ETA: 9:32:35
2024-12-17 06:33:36.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.572e-03, size: 672, ETA: 9:32:32
2024-12-17 06:33:38.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.572e-03, size: 608, ETA: 9:32:30
2024-12-17 06:33:40.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.572e-03, size: 576, ETA: 9:32:28
2024-12-17 06:33:43.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.572e-03, size: 640, ETA: 9:32:26
2024-12-17 06:33:45.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.572e-03, size: 640, ETA: 9:32:24
2024-12-17 06:33:48.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.572e-03, size: 608, ETA: 9:32:22
2024-12-17 06:33:50.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.571e-03, size: 672, ETA: 9:32:20
2024-12-17 06:33:52.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.571e-03, size: 672, ETA: 9:32:18
2024-12-17 06:33:54.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.571e-03, size: 640, ETA: 9:32:15
2024-12-17 06:33:56.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.571e-03, size: 704, ETA: 9:32:13
2024-12-17 06:33:58.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.571e-03, size: 736, ETA: 9:32:10
2024-12-17 06:34:00.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.571e-03, size: 672, ETA: 9:32:08
2024-12-17 06:34:02.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.570e-03, size: 576, ETA: 9:32:05
2024-12-17 06:34:05.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.570e-03, size: 544, ETA: 9:32:03
2024-12-17 06:34:07.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.570e-03, size: 704, ETA: 9:32:01
2024-12-17 06:34:10.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.570e-03, size: 704, ETA: 9:32:00
2024-12-17 06:34:13.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.570e-03, size: 672, ETA: 9:31:59
2024-12-17 06:34:15.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.570e-03, size: 736, ETA: 9:31:57
2024-12-17 06:34:17.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.569e-03, size: 576, ETA: 9:31:54
2024-12-17 06:34:19.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.569e-03, size: 672, ETA: 9:31:52
2024-12-17 06:34:21.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.569e-03, size: 640, ETA: 9:31:49
2024-12-17 06:34:23.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.569e-03, size: 576, ETA: 9:31:47
2024-12-17 06:34:25.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.569e-03, size: 704, ETA: 9:31:45
2024-12-17 06:34:28.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.569e-03, size: 736, ETA: 9:31:43
2024-12-17 06:34:30.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.569e-03, size: 704, ETA: 9:31:41
2024-12-17 06:34:33.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.568e-03, size: 640, ETA: 9:31:39
2024-12-17 06:34:35.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.568e-03, size: 608, ETA: 9:31:37
2024-12-17 06:34:37.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.568e-03, size: 704, ETA: 9:31:35
2024-12-17 06:34:40.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.568e-03, size: 672, ETA: 9:31:33
2024-12-17 06:34:42.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.568e-03, size: 736, ETA: 9:31:31
2024-12-17 06:34:44.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.568e-03, size: 672, ETA: 9:31:28
2024-12-17 06:34:46.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.567e-03, size: 736, ETA: 9:31:26
2024-12-17 06:34:48.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.567e-03, size: 736, ETA: 9:31:23
2024-12-17 06:34:50.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.567e-03, size: 640, ETA: 9:31:21
2024-12-17 06:34:52.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.567e-03, size: 672, ETA: 9:31:18
2024-12-17 06:34:55.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.567e-03, size: 704, ETA: 9:31:17
2024-12-17 06:34:57.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.567e-03, size: 704, ETA: 9:31:15
2024-12-17 06:35:00.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.566e-03, size: 544, ETA: 9:31:13
2024-12-17 06:35:02.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.275s, data_time: 0.006s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.566e-03, size: 672, ETA: 9:31:11
2024-12-17 06:35:05.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.566e-03, size: 576, ETA: 9:31:10
2024-12-17 06:35:07.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.566e-03, size: 608, ETA: 9:31:07
2024-12-17 06:35:09.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 46/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.213s, data_time: 0.001s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.566e-03, size: 640, ETA: 9:31:05
2024-12-17 06:35:10.558 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 06:35:10.987 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch47
2024-12-17 06:35:12.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.566e-03, size: 576, ETA: 9:31:01
2024-12-17 06:35:14.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.565e-03, size: 576, ETA: 9:30:59
2024-12-17 06:35:16.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.565e-03, size: 704, ETA: 9:30:56
2024-12-17 06:35:18.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.565e-03, size: 704, ETA: 9:30:54
2024-12-17 06:35:21.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.565e-03, size: 736, ETA: 9:30:52
2024-12-17 06:35:23.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.565e-03, size: 608, ETA: 9:30:49
2024-12-17 06:35:25.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.565e-03, size: 736, ETA: 9:30:47
2024-12-17 06:35:27.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.565e-03, size: 640, ETA: 9:30:45
2024-12-17 06:35:30.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.564e-03, size: 640, ETA: 9:30:43
2024-12-17 06:35:32.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.564e-03, size: 608, ETA: 9:30:41
2024-12-17 06:35:35.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.564e-03, size: 736, ETA: 9:30:39
2024-12-17 06:35:37.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.564e-03, size: 736, ETA: 9:30:38
2024-12-17 06:35:39.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.564e-03, size: 544, ETA: 9:30:36
2024-12-17 06:35:42.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.564e-03, size: 704, ETA: 9:30:33
2024-12-17 06:35:44.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.563e-03, size: 576, ETA: 9:30:32
2024-12-17 06:35:46.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.563e-03, size: 736, ETA: 9:30:29
2024-12-17 06:35:48.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.563e-03, size: 640, ETA: 9:30:27
2024-12-17 06:35:50.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.563e-03, size: 608, ETA: 9:30:24
2024-12-17 06:35:52.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.563e-03, size: 736, ETA: 9:30:22
2024-12-17 06:35:55.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.563e-03, size: 608, ETA: 9:30:19
2024-12-17 06:35:57.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.562e-03, size: 704, ETA: 9:30:17
2024-12-17 06:35:59.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.562e-03, size: 576, ETA: 9:30:15
2024-12-17 06:36:01.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.562e-03, size: 608, ETA: 9:30:12
2024-12-17 06:36:03.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.562e-03, size: 704, ETA: 9:30:10
2024-12-17 06:36:05.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.562e-03, size: 672, ETA: 9:30:08
2024-12-17 06:36:07.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.562e-03, size: 576, ETA: 9:30:05
2024-12-17 06:36:09.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.562e-03, size: 640, ETA: 9:30:03
2024-12-17 06:36:11.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.561e-03, size: 576, ETA: 9:30:01
2024-12-17 06:36:14.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.561e-03, size: 544, ETA: 9:29:58
2024-12-17 06:36:16.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.561e-03, size: 576, ETA: 9:29:56
2024-12-17 06:36:18.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.561e-03, size: 576, ETA: 9:29:54
2024-12-17 06:36:21.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.561e-03, size: 544, ETA: 9:29:53
2024-12-17 06:36:24.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.561e-03, size: 576, ETA: 9:29:51
2024-12-17 06:36:26.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.560e-03, size: 736, ETA: 9:29:49
2024-12-17 06:36:28.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.560e-03, size: 736, ETA: 9:29:46
2024-12-17 06:36:30.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.560e-03, size: 608, ETA: 9:29:44
2024-12-17 06:36:32.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.560e-03, size: 640, ETA: 9:29:41
2024-12-17 06:36:33.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.186s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.560e-03, size: 640, ETA: 9:29:38
2024-12-17 06:36:35.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.560e-03, size: 672, ETA: 9:29:36
2024-12-17 06:36:38.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.559e-03, size: 640, ETA: 9:29:34
2024-12-17 06:36:40.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.559e-03, size: 640, ETA: 9:29:32
2024-12-17 06:36:43.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.559e-03, size: 704, ETA: 9:29:30
2024-12-17 06:36:45.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.559e-03, size: 544, ETA: 9:29:29
2024-12-17 06:36:47.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.559e-03, size: 576, ETA: 9:29:26
2024-12-17 06:36:49.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.559e-03, size: 576, ETA: 9:29:24
2024-12-17 06:36:51.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.559e-03, size: 608, ETA: 9:29:21
2024-12-17 06:36:53.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.558e-03, size: 576, ETA: 9:29:18
2024-12-17 06:36:55.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.558e-03, size: 544, ETA: 9:29:15
2024-12-17 06:36:57.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.558e-03, size: 608, ETA: 9:29:13
2024-12-17 06:36:59.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.558e-03, size: 736, ETA: 9:29:10
2024-12-17 06:37:01.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.558e-03, size: 736, ETA: 9:29:08
2024-12-17 06:37:03.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.558e-03, size: 608, ETA: 9:29:06
2024-12-17 06:37:06.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.557e-03, size: 704, ETA: 9:29:04
2024-12-17 06:37:09.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.557e-03, size: 672, ETA: 9:29:03
2024-12-17 06:37:12.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.557e-03, size: 576, ETA: 9:29:01
2024-12-17 06:37:14.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.557e-03, size: 704, ETA: 9:29:00
2024-12-17 06:37:17.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.557e-03, size: 736, ETA: 9:28:58
2024-12-17 06:37:18.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.557e-03, size: 544, ETA: 9:28:55
2024-12-17 06:37:20.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.556e-03, size: 704, ETA: 9:28:53
2024-12-17 06:37:22.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.556e-03, size: 640, ETA: 9:28:50
2024-12-17 06:37:24.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.556e-03, size: 736, ETA: 9:28:48
2024-12-17 06:37:26.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.556e-03, size: 544, ETA: 9:28:45
2024-12-17 06:37:28.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.556e-03, size: 544, ETA: 9:28:43
2024-12-17 06:37:31.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.556e-03, size: 736, ETA: 9:28:41
2024-12-17 06:37:33.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.555e-03, size: 544, ETA: 9:28:39
2024-12-17 06:37:36.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.555e-03, size: 608, ETA: 9:28:37
2024-12-17 06:37:39.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.555e-03, size: 672, ETA: 9:28:35
2024-12-17 06:37:41.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.555e-03, size: 608, ETA: 9:28:33
2024-12-17 06:37:43.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.555e-03, size: 736, ETA: 9:28:31
2024-12-17 06:37:45.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.555e-03, size: 544, ETA: 9:28:28
2024-12-17 06:37:47.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.555e-03, size: 640, ETA: 9:28:26
2024-12-17 06:37:49.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.554e-03, size: 608, ETA: 9:28:23
2024-12-17 06:37:51.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.554e-03, size: 704, ETA: 9:28:21
2024-12-17 06:37:53.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.554e-03, size: 704, ETA: 9:28:19
2024-12-17 06:37:56.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.554e-03, size: 544, ETA: 9:28:17
2024-12-17 06:37:59.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.554e-03, size: 640, ETA: 9:28:16
2024-12-17 06:38:01.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.554e-03, size: 736, ETA: 9:28:14
2024-12-17 06:38:04.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.553e-03, size: 704, ETA: 9:28:12
2024-12-17 06:38:06.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.553e-03, size: 736, ETA: 9:28:09
2024-12-17 06:38:08.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.553e-03, size: 576, ETA: 9:28:07
2024-12-17 06:38:10.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.553e-03, size: 576, ETA: 9:28:05
2024-12-17 06:38:11.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.553e-03, size: 544, ETA: 9:28:02
2024-12-17 06:38:14.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.553e-03, size: 672, ETA: 9:28:00
2024-12-17 06:38:16.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.552e-03, size: 704, ETA: 9:27:57
2024-12-17 06:38:18.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.552e-03, size: 672, ETA: 9:27:55
2024-12-17 06:38:20.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.552e-03, size: 544, ETA: 9:27:52
2024-12-17 06:38:22.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.552e-03, size: 672, ETA: 9:27:50
2024-12-17 06:38:24.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.552e-03, size: 704, ETA: 9:27:47
2024-12-17 06:38:26.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.552e-03, size: 736, ETA: 9:27:45
2024-12-17 06:38:29.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.552e-03, size: 672, ETA: 9:27:44
2024-12-17 06:38:32.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.551e-03, size: 736, ETA: 9:27:42
2024-12-17 06:38:34.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.551e-03, size: 672, ETA: 9:27:40
2024-12-17 06:38:36.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.551e-03, size: 608, ETA: 9:27:38
2024-12-17 06:38:38.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.551e-03, size: 640, ETA: 9:27:36
2024-12-17 06:38:40.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.551e-03, size: 544, ETA: 9:27:33
2024-12-17 06:38:42.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.551e-03, size: 576, ETA: 9:27:30
2024-12-17 06:38:44.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.550e-03, size: 672, ETA: 9:27:28
2024-12-17 06:38:46.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.550e-03, size: 544, ETA: 9:27:25
2024-12-17 06:38:48.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.550e-03, size: 736, ETA: 9:27:23
2024-12-17 06:38:51.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.550e-03, size: 736, ETA: 9:27:21
2024-12-17 06:38:53.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.550e-03, size: 608, ETA: 9:27:19
2024-12-17 06:38:56.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.550e-03, size: 608, ETA: 9:27:18
2024-12-17 06:38:59.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.286s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.549e-03, size: 736, ETA: 9:27:16
2024-12-17 06:39:01.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.549e-03, size: 672, ETA: 9:27:15
2024-12-17 06:39:03.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.549e-03, size: 704, ETA: 9:27:13
2024-12-17 06:39:06.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.549e-03, size: 640, ETA: 9:27:10
2024-12-17 06:39:07.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.549e-03, size: 736, ETA: 9:27:07
2024-12-17 06:39:10.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.549e-03, size: 704, ETA: 9:27:05
2024-12-17 06:39:12.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.549e-03, size: 704, ETA: 9:27:03
2024-12-17 06:39:14.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.548e-03, size: 576, ETA: 9:27:00
2024-12-17 06:39:16.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.548e-03, size: 640, ETA: 9:26:58
2024-12-17 06:39:18.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.548e-03, size: 576, ETA: 9:26:56
2024-12-17 06:39:21.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.548e-03, size: 576, ETA: 9:26:54
2024-12-17 06:39:24.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.548e-03, size: 544, ETA: 9:26:53
2024-12-17 06:39:26.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.548e-03, size: 576, ETA: 9:26:51
2024-12-17 06:39:28.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.547e-03, size: 576, ETA: 9:26:49
2024-12-17 06:39:30.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.547e-03, size: 608, ETA: 9:26:46
2024-12-17 06:39:32.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.547e-03, size: 640, ETA: 9:26:43
2024-12-17 06:39:34.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.547e-03, size: 640, ETA: 9:26:41
2024-12-17 06:39:36.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.547e-03, size: 608, ETA: 9:26:38
2024-12-17 06:39:38.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.547e-03, size: 736, ETA: 9:26:36
2024-12-17 06:39:40.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.546e-03, size: 672, ETA: 9:26:34
2024-12-17 06:39:43.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.546e-03, size: 544, ETA: 9:26:32
2024-12-17 06:39:45.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.546e-03, size: 640, ETA: 9:26:30
2024-12-17 06:39:48.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.546e-03, size: 672, ETA: 9:26:28
2024-12-17 06:39:50.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.546e-03, size: 608, ETA: 9:26:27
2024-12-17 06:39:52.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.546e-03, size: 704, ETA: 9:26:24
2024-12-17 06:39:55.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.545e-03, size: 544, ETA: 9:26:22
2024-12-17 06:39:56.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.545e-03, size: 608, ETA: 9:26:19
2024-12-17 06:39:58.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.545e-03, size: 672, ETA: 9:26:16
2024-12-17 06:40:00.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.545e-03, size: 640, ETA: 9:26:14
2024-12-17 06:40:02.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.545e-03, size: 640, ETA: 9:26:11
2024-12-17 06:40:04.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.545e-03, size: 704, ETA: 9:26:09
2024-12-17 06:40:07.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.545e-03, size: 576, ETA: 9:26:07
2024-12-17 06:40:09.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.544e-03, size: 608, ETA: 9:26:05
2024-12-17 06:40:11.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.544e-03, size: 736, ETA: 9:26:03
2024-12-17 06:40:14.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.544e-03, size: 576, ETA: 9:26:01
2024-12-17 06:40:16.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.544e-03, size: 608, ETA: 9:25:58
2024-12-17 06:40:17.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.544e-03, size: 640, ETA: 9:25:56
2024-12-17 06:40:19.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.544e-03, size: 704, ETA: 9:25:53
2024-12-17 06:40:21.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.543e-03, size: 608, ETA: 9:25:50
2024-12-17 06:40:23.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.543e-03, size: 736, ETA: 9:25:48
2024-12-17 06:40:25.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.543e-03, size: 608, ETA: 9:25:45
2024-12-17 06:40:27.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.543e-03, size: 544, ETA: 9:25:42
2024-12-17 06:40:29.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.543e-03, size: 704, ETA: 9:25:40
2024-12-17 06:40:32.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.543e-03, size: 672, ETA: 9:25:38
2024-12-17 06:40:34.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.542e-03, size: 544, ETA: 9:25:36
2024-12-17 06:40:37.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.542e-03, size: 736, ETA: 9:25:35
2024-12-17 06:40:40.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.542e-03, size: 704, ETA: 9:25:34
2024-12-17 06:40:42.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.542e-03, size: 704, ETA: 9:25:31
2024-12-17 06:40:44.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.542e-03, size: 736, ETA: 9:25:29
2024-12-17 06:40:46.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.542e-03, size: 544, ETA: 9:25:27
2024-12-17 06:40:48.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.542e-03, size: 704, ETA: 9:25:24
2024-12-17 06:40:50.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.541e-03, size: 736, ETA: 9:25:22
2024-12-17 06:40:52.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.541e-03, size: 704, ETA: 9:25:19
2024-12-17 06:40:55.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.541e-03, size: 576, ETA: 9:25:17
2024-12-17 06:40:57.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.541e-03, size: 608, ETA: 9:25:15
2024-12-17 06:41:00.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.541e-03, size: 672, ETA: 9:25:14
2024-12-17 06:41:02.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.541e-03, size: 640, ETA: 9:25:12
2024-12-17 06:41:05.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.540e-03, size: 608, ETA: 9:25:11
2024-12-17 06:41:07.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.540e-03, size: 704, ETA: 9:25:08
2024-12-17 06:41:09.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.540e-03, size: 704, ETA: 9:25:06
2024-12-17 06:41:11.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.540e-03, size: 608, ETA: 9:25:04
2024-12-17 06:41:14.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.540e-03, size: 736, ETA: 9:25:01
2024-12-17 06:41:16.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.540e-03, size: 704, ETA: 9:24:59
2024-12-17 06:41:18.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.539e-03, size: 544, ETA: 9:24:57
2024-12-17 06:41:21.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.539e-03, size: 672, ETA: 9:24:55
2024-12-17 06:41:23.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.539e-03, size: 736, ETA: 9:24:53
2024-12-17 06:41:26.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.539e-03, size: 576, ETA: 9:24:52
2024-12-17 06:41:28.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.539e-03, size: 736, ETA: 9:24:50
2024-12-17 06:41:31.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.539e-03, size: 640, ETA: 9:24:48
2024-12-17 06:41:33.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.539e-03, size: 640, ETA: 9:24:46
2024-12-17 06:41:35.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.538e-03, size: 544, ETA: 9:24:44
2024-12-17 06:41:37.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.538e-03, size: 640, ETA: 9:24:41
2024-12-17 06:41:39.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.538e-03, size: 608, ETA: 9:24:38
2024-12-17 06:41:41.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.538e-03, size: 608, ETA: 9:24:36
2024-12-17 06:41:43.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.538e-03, size: 544, ETA: 9:24:33
2024-12-17 06:41:45.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.538e-03, size: 736, ETA: 9:24:31
2024-12-17 06:41:47.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.537e-03, size: 736, ETA: 9:24:28
2024-12-17 06:41:49.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.537e-03, size: 576, ETA: 9:24:26
2024-12-17 06:41:51.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.537e-03, size: 608, ETA: 9:24:24
2024-12-17 06:41:54.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.537e-03, size: 576, ETA: 9:24:22
2024-12-17 06:41:56.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.537e-03, size: 736, ETA: 9:24:20
2024-12-17 06:41:59.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.537e-03, size: 576, ETA: 9:24:19
2024-12-17 06:42:01.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.536e-03, size: 640, ETA: 9:24:16
2024-12-17 06:42:03.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.536e-03, size: 704, ETA: 9:24:14
2024-12-17 06:42:05.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.536e-03, size: 608, ETA: 9:24:11
2024-12-17 06:42:07.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.536e-03, size: 736, ETA: 9:24:08
2024-12-17 06:42:09.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.536e-03, size: 736, ETA: 9:24:06
2024-12-17 06:42:11.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.536e-03, size: 704, ETA: 9:24:04
2024-12-17 06:42:14.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.535e-03, size: 640, ETA: 9:24:02
2024-12-17 06:42:16.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.535e-03, size: 736, ETA: 9:24:00
2024-12-17 06:42:19.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.535e-03, size: 544, ETA: 9:23:58
2024-12-17 06:42:21.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.004s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.535e-03, size: 608, ETA: 9:23:57
2024-12-17 06:42:24.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.535e-03, size: 736, ETA: 9:23:55
2024-12-17 06:42:26.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.535e-03, size: 544, ETA: 9:23:53
2024-12-17 06:42:28.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.535e-03, size: 736, ETA: 9:23:50
2024-12-17 06:42:30.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.534e-03, size: 736, ETA: 9:23:48
2024-12-17 06:42:32.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.534e-03, size: 640, ETA: 9:23:46
2024-12-17 06:42:34.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.534e-03, size: 640, ETA: 9:23:43
2024-12-17 06:42:36.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.534e-03, size: 704, ETA: 9:23:40
2024-12-17 06:42:38.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.534e-03, size: 640, ETA: 9:23:38
2024-12-17 06:42:41.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.534e-03, size: 736, ETA: 9:23:36
2024-12-17 06:42:43.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.533e-03, size: 608, ETA: 9:23:35
2024-12-17 06:42:46.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.533e-03, size: 704, ETA: 9:23:33
2024-12-17 06:42:48.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.533e-03, size: 640, ETA: 9:23:30
2024-12-17 06:42:50.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.533e-03, size: 736, ETA: 9:23:28
2024-12-17 06:42:53.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.533e-03, size: 544, ETA: 9:23:26
2024-12-17 06:42:55.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.533e-03, size: 736, ETA: 9:23:24
2024-12-17 06:42:57.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.532e-03, size: 576, ETA: 9:23:22
2024-12-17 06:43:00.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.532e-03, size: 704, ETA: 9:23:20
2024-12-17 06:43:02.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.532e-03, size: 608, ETA: 9:23:18
2024-12-17 06:43:04.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.532e-03, size: 672, ETA: 9:23:16
2024-12-17 06:43:06.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.532e-03, size: 544, ETA: 9:23:13
2024-12-17 06:43:08.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.532e-03, size: 608, ETA: 9:23:10
2024-12-17 06:43:10.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.532e-03, size: 640, ETA: 9:23:08
2024-12-17 06:43:12.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.531e-03, size: 672, ETA: 9:23:06
2024-12-17 06:43:15.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.531e-03, size: 704, ETA: 9:23:04
2024-12-17 06:43:17.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.531e-03, size: 736, ETA: 9:23:02
2024-12-17 06:43:20.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.531e-03, size: 672, ETA: 9:23:00
2024-12-17 06:43:22.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.531e-03, size: 704, ETA: 9:22:58
2024-12-17 06:43:25.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.531e-03, size: 608, ETA: 9:22:57
2024-12-17 06:43:27.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.530e-03, size: 640, ETA: 9:22:55
2024-12-17 06:43:29.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.530e-03, size: 704, ETA: 9:22:52
2024-12-17 06:43:31.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.530e-03, size: 544, ETA: 9:22:50
2024-12-17 06:43:33.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.530e-03, size: 736, ETA: 9:22:47
2024-12-17 06:43:35.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.530e-03, size: 544, ETA: 9:22:45
2024-12-17 06:43:38.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.530e-03, size: 704, ETA: 9:22:43
2024-12-17 06:43:40.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.529e-03, size: 704, ETA: 9:22:41
2024-12-17 06:43:42.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.529e-03, size: 576, ETA: 9:22:38
2024-12-17 06:43:44.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.529e-03, size: 704, ETA: 9:22:36
2024-12-17 06:43:46.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.529e-03, size: 640, ETA: 9:22:33
2024-12-17 06:43:48.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.529e-03, size: 736, ETA: 9:22:31
2024-12-17 06:43:50.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.529e-03, size: 704, ETA: 9:22:29
2024-12-17 06:43:53.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.528e-03, size: 576, ETA: 9:22:27
2024-12-17 06:43:55.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.528e-03, size: 544, ETA: 9:22:24
2024-12-17 06:43:57.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.528e-03, size: 640, ETA: 9:22:22
2024-12-17 06:43:59.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.528e-03, size: 576, ETA: 9:22:19
2024-12-17 06:44:01.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.018s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.528e-03, size: 704, ETA: 9:22:17
2024-12-17 06:44:03.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.528e-03, size: 608, ETA: 9:22:15
2024-12-17 06:44:06.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.528e-03, size: 608, ETA: 9:22:13
2024-12-17 06:44:08.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 47/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.527e-03, size: 672, ETA: 9:22:11
2024-12-17 06:44:09.634 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 06:44:10.071 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch48
2024-12-17 06:44:12.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.527e-03, size: 544, ETA: 9:22:09
2024-12-17 06:44:14.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.527e-03, size: 544, ETA: 9:22:06
2024-12-17 06:44:16.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.527e-03, size: 576, ETA: 9:22:04
2024-12-17 06:44:18.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.527e-03, size: 576, ETA: 9:22:02
2024-12-17 06:44:20.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.526e-03, size: 672, ETA: 9:21:59
2024-12-17 06:44:22.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.526e-03, size: 704, ETA: 9:21:57
2024-12-17 06:44:25.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.526e-03, size: 736, ETA: 9:21:54
2024-12-17 06:44:27.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.526e-03, size: 736, ETA: 9:21:52
2024-12-17 06:44:29.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.526e-03, size: 704, ETA: 9:21:49
2024-12-17 06:44:31.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.526e-03, size: 736, ETA: 9:21:47
2024-12-17 06:44:33.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.526e-03, size: 576, ETA: 9:21:45
2024-12-17 06:44:36.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.525e-03, size: 736, ETA: 9:21:43
2024-12-17 06:44:39.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.317s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.525e-03, size: 672, ETA: 9:21:43
2024-12-17 06:44:42.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.525e-03, size: 704, ETA: 9:21:41
2024-12-17 06:44:44.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.525e-03, size: 640, ETA: 9:21:39
2024-12-17 06:44:46.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.525e-03, size: 736, ETA: 9:21:37
2024-12-17 06:44:48.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.525e-03, size: 608, ETA: 9:21:34
2024-12-17 06:44:50.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.524e-03, size: 640, ETA: 9:21:32
2024-12-17 06:44:52.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.524e-03, size: 640, ETA: 9:21:29
2024-12-17 06:44:54.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.524e-03, size: 736, ETA: 9:21:27
2024-12-17 06:44:57.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.524e-03, size: 704, ETA: 9:21:25
2024-12-17 06:44:59.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.524e-03, size: 576, ETA: 9:21:23
2024-12-17 06:45:01.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.524e-03, size: 608, ETA: 9:21:20
2024-12-17 06:45:04.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.523e-03, size: 576, ETA: 9:21:19
2024-12-17 06:45:07.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.523e-03, size: 704, ETA: 9:21:17
2024-12-17 06:45:09.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.523e-03, size: 672, ETA: 9:21:15
2024-12-17 06:45:11.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.523e-03, size: 736, ETA: 9:21:13
2024-12-17 06:45:14.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.523e-03, size: 608, ETA: 9:21:11
2024-12-17 06:45:16.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.523e-03, size: 736, ETA: 9:21:09
2024-12-17 06:45:18.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.523e-03, size: 608, ETA: 9:21:07
2024-12-17 06:45:21.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.522e-03, size: 576, ETA: 9:21:05
2024-12-17 06:45:23.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.522e-03, size: 544, ETA: 9:21:03
2024-12-17 06:45:25.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.522e-03, size: 640, ETA: 9:21:01
2024-12-17 06:45:28.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.522e-03, size: 608, ETA: 9:20:59
2024-12-17 06:45:30.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.522e-03, size: 576, ETA: 9:20:57
2024-12-17 06:45:32.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.522e-03, size: 640, ETA: 9:20:55
2024-12-17 06:45:35.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.521e-03, size: 640, ETA: 9:20:53
2024-12-17 06:45:37.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.521e-03, size: 736, ETA: 9:20:51
2024-12-17 06:45:40.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.521e-03, size: 672, ETA: 9:20:49
2024-12-17 06:45:42.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.521e-03, size: 576, ETA: 9:20:47
2024-12-17 06:45:44.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.521e-03, size: 544, ETA: 9:20:45
2024-12-17 06:45:47.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.521e-03, size: 544, ETA: 9:20:43
2024-12-17 06:45:49.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.520e-03, size: 672, ETA: 9:20:41
2024-12-17 06:45:52.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.520e-03, size: 704, ETA: 9:20:39
2024-12-17 06:45:54.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.520e-03, size: 672, ETA: 9:20:37
2024-12-17 06:45:56.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.520e-03, size: 704, ETA: 9:20:35
2024-12-17 06:45:59.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.520e-03, size: 576, ETA: 9:20:33
2024-12-17 06:46:01.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.520e-03, size: 544, ETA: 9:20:31
2024-12-17 06:46:03.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.222s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.519e-03, size: 640, ETA: 9:20:29
2024-12-17 06:46:06.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.519e-03, size: 576, ETA: 9:20:27
2024-12-17 06:46:08.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.519e-03, size: 608, ETA: 9:20:25
2024-12-17 06:46:11.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.519e-03, size: 704, ETA: 9:20:23
2024-12-17 06:46:13.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.519e-03, size: 736, ETA: 9:20:22
2024-12-17 06:46:16.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.519e-03, size: 576, ETA: 9:20:20
2024-12-17 06:46:18.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.519e-03, size: 544, ETA: 9:20:17
2024-12-17 06:46:20.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.518e-03, size: 640, ETA: 9:20:15
2024-12-17 06:46:23.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.518e-03, size: 672, ETA: 9:20:13
2024-12-17 06:46:24.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.518e-03, size: 640, ETA: 9:20:11
2024-12-17 06:46:27.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.518e-03, size: 672, ETA: 9:20:10
2024-12-17 06:46:30.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.518e-03, size: 608, ETA: 9:20:08
2024-12-17 06:46:32.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.518e-03, size: 576, ETA: 9:20:05
2024-12-17 06:46:34.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.517e-03, size: 544, ETA: 9:20:03
2024-12-17 06:46:36.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.517e-03, size: 608, ETA: 9:20:00
2024-12-17 06:46:38.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.517e-03, size: 576, ETA: 9:19:58
2024-12-17 06:46:40.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.517e-03, size: 672, ETA: 9:19:55
2024-12-17 06:46:42.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.517e-03, size: 544, ETA: 9:19:53
2024-12-17 06:46:44.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.517e-03, size: 544, ETA: 9:19:50
2024-12-17 06:46:46.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.516e-03, size: 704, ETA: 9:19:48
2024-12-17 06:46:49.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.516e-03, size: 672, ETA: 9:19:46
2024-12-17 06:46:51.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.516e-03, size: 640, ETA: 9:19:44
2024-12-17 06:46:54.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.516e-03, size: 736, ETA: 9:19:43
2024-12-17 06:46:56.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.516e-03, size: 640, ETA: 9:19:40
2024-12-17 06:46:58.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.516e-03, size: 736, ETA: 9:19:38
2024-12-17 06:47:00.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.515e-03, size: 704, ETA: 9:19:36
2024-12-17 06:47:02.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.515e-03, size: 640, ETA: 9:19:33
2024-12-17 06:47:04.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.515e-03, size: 544, ETA: 9:19:31
2024-12-17 06:47:06.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.515e-03, size: 576, ETA: 9:19:28
2024-12-17 06:47:08.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.515e-03, size: 704, ETA: 9:19:26
2024-12-17 06:47:11.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.515e-03, size: 576, ETA: 9:19:24
2024-12-17 06:47:13.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.515e-03, size: 576, ETA: 9:19:22
2024-12-17 06:47:15.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.514e-03, size: 736, ETA: 9:19:20
2024-12-17 06:47:18.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.514e-03, size: 736, ETA: 9:19:18
2024-12-17 06:47:20.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.514e-03, size: 736, ETA: 9:19:16
2024-12-17 06:47:22.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.514e-03, size: 608, ETA: 9:19:13
2024-12-17 06:47:25.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.514e-03, size: 608, ETA: 9:19:12
2024-12-17 06:47:27.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.514e-03, size: 704, ETA: 9:19:09
2024-12-17 06:47:29.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.513e-03, size: 640, ETA: 9:19:07
2024-12-17 06:47:30.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.513e-03, size: 640, ETA: 9:19:04
2024-12-17 06:47:32.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.513e-03, size: 576, ETA: 9:19:01
2024-12-17 06:47:34.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.513e-03, size: 640, ETA: 9:18:58
2024-12-17 06:47:36.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.513e-03, size: 736, ETA: 9:18:56
2024-12-17 06:47:39.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.513e-03, size: 576, ETA: 9:18:54
2024-12-17 06:47:41.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.512e-03, size: 672, ETA: 9:18:52
2024-12-17 06:47:44.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.512e-03, size: 576, ETA: 9:18:51
2024-12-17 06:47:46.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.512e-03, size: 736, ETA: 9:18:49
2024-12-17 06:47:49.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.512e-03, size: 608, ETA: 9:18:47
2024-12-17 06:47:51.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.512e-03, size: 704, ETA: 9:18:45
2024-12-17 06:47:54.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.512e-03, size: 704, ETA: 9:18:43
2024-12-17 06:47:55.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.512e-03, size: 576, ETA: 9:18:40
2024-12-17 06:47:57.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.511e-03, size: 640, ETA: 9:18:38
2024-12-17 06:47:59.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.511e-03, size: 576, ETA: 9:18:35
2024-12-17 06:48:01.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.511e-03, size: 640, ETA: 9:18:33
2024-12-17 06:48:03.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.511e-03, size: 736, ETA: 9:18:30
2024-12-17 06:48:05.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.511e-03, size: 576, ETA: 9:18:28
2024-12-17 06:48:08.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.511e-03, size: 544, ETA: 9:18:25
2024-12-17 06:48:10.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.510e-03, size: 608, ETA: 9:18:23
2024-12-17 06:48:11.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.510e-03, size: 608, ETA: 9:18:20
2024-12-17 06:48:14.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.510e-03, size: 576, ETA: 9:18:18
2024-12-17 06:48:16.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.510e-03, size: 672, ETA: 9:18:16
2024-12-17 06:48:18.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.510e-03, size: 640, ETA: 9:18:13
2024-12-17 06:48:20.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.510e-03, size: 576, ETA: 9:18:11
2024-12-17 06:48:23.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.509e-03, size: 608, ETA: 9:18:10
2024-12-17 06:48:25.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.509e-03, size: 672, ETA: 9:18:08
2024-12-17 06:48:27.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.509e-03, size: 704, ETA: 9:18:06
2024-12-17 06:48:29.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.509e-03, size: 704, ETA: 9:18:03
2024-12-17 06:48:31.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.509e-03, size: 640, ETA: 9:18:01
2024-12-17 06:48:33.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.509e-03, size: 544, ETA: 9:17:58
2024-12-17 06:48:35.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.508e-03, size: 544, ETA: 9:17:56
2024-12-17 06:48:37.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.508e-03, size: 640, ETA: 9:17:53
2024-12-17 06:48:40.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.508e-03, size: 576, ETA: 9:17:51
2024-12-17 06:48:42.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.508e-03, size: 736, ETA: 9:17:49
2024-12-17 06:48:44.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.508e-03, size: 608, ETA: 9:17:47
2024-12-17 06:48:47.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.508e-03, size: 704, ETA: 9:17:45
2024-12-17 06:48:49.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.508e-03, size: 640, ETA: 9:17:43
2024-12-17 06:48:52.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.507e-03, size: 704, ETA: 9:17:41
2024-12-17 06:48:53.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.507e-03, size: 576, ETA: 9:17:38
2024-12-17 06:48:56.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.507e-03, size: 704, ETA: 9:17:36
2024-12-17 06:48:58.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.507e-03, size: 640, ETA: 9:17:33
2024-12-17 06:49:00.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.507e-03, size: 704, ETA: 9:17:31
2024-12-17 06:49:02.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.507e-03, size: 640, ETA: 9:17:29
2024-12-17 06:49:04.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.506e-03, size: 704, ETA: 9:17:26
2024-12-17 06:49:06.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.506e-03, size: 672, ETA: 9:17:24
2024-12-17 06:49:08.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.506e-03, size: 608, ETA: 9:17:22
2024-12-17 06:49:11.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.506e-03, size: 544, ETA: 9:17:20
2024-12-17 06:49:13.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.506e-03, size: 544, ETA: 9:17:18
2024-12-17 06:49:16.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.506e-03, size: 672, ETA: 9:17:16
2024-12-17 06:49:17.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.505e-03, size: 544, ETA: 9:17:13
2024-12-17 06:49:19.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.505e-03, size: 544, ETA: 9:17:11
2024-12-17 06:49:21.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.505e-03, size: 608, ETA: 9:17:08
2024-12-17 06:49:23.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.505e-03, size: 576, ETA: 9:17:06
2024-12-17 06:49:25.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.505e-03, size: 640, ETA: 9:17:03
2024-12-17 06:49:27.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.505e-03, size: 608, ETA: 9:17:00
2024-12-17 06:49:29.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.504e-03, size: 672, ETA: 9:16:58
2024-12-17 06:49:31.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.504e-03, size: 704, ETA: 9:16:56
2024-12-17 06:49:34.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.504e-03, size: 736, ETA: 9:16:54
2024-12-17 06:49:36.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.504e-03, size: 672, ETA: 9:16:52
2024-12-17 06:49:39.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.504e-03, size: 704, ETA: 9:16:51
2024-12-17 06:49:42.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.504e-03, size: 704, ETA: 9:16:49
2024-12-17 06:49:44.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.504e-03, size: 736, ETA: 9:16:47
2024-12-17 06:49:46.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.503e-03, size: 544, ETA: 9:16:44
2024-12-17 06:49:48.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.503e-03, size: 544, ETA: 9:16:42
2024-12-17 06:49:50.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.503e-03, size: 608, ETA: 9:16:39
2024-12-17 06:49:51.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.503e-03, size: 672, ETA: 9:16:36
2024-12-17 06:49:53.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.503e-03, size: 672, ETA: 9:16:33
2024-12-17 06:49:55.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.503e-03, size: 640, ETA: 9:16:31
2024-12-17 06:49:57.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.502e-03, size: 608, ETA: 9:16:28
2024-12-17 06:49:59.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.502e-03, size: 640, ETA: 9:16:26
2024-12-17 06:50:02.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.502e-03, size: 704, ETA: 9:16:24
2024-12-17 06:50:04.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.502e-03, size: 608, ETA: 9:16:22
2024-12-17 06:50:07.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.502e-03, size: 576, ETA: 9:16:21
2024-12-17 06:50:10.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.502e-03, size: 672, ETA: 9:16:19
2024-12-17 06:50:12.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.501e-03, size: 544, ETA: 9:16:17
2024-12-17 06:50:14.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.501e-03, size: 672, ETA: 9:16:14
2024-12-17 06:50:16.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.501e-03, size: 576, ETA: 9:16:12
2024-12-17 06:50:18.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.501e-03, size: 608, ETA: 9:16:09
2024-12-17 06:50:20.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.501e-03, size: 576, ETA: 9:16:07
2024-12-17 06:50:22.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.501e-03, size: 672, ETA: 9:16:04
2024-12-17 06:50:24.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.500e-03, size: 640, ETA: 9:16:01
2024-12-17 06:50:25.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.500e-03, size: 608, ETA: 9:15:59
2024-12-17 06:50:27.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.500e-03, size: 640, ETA: 9:15:56
2024-12-17 06:50:29.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.500e-03, size: 576, ETA: 9:15:53
2024-12-17 06:50:31.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.500e-03, size: 544, ETA: 9:15:51
2024-12-17 06:50:33.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.500e-03, size: 608, ETA: 9:15:48
2024-12-17 06:50:35.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.500e-03, size: 704, ETA: 9:15:46
2024-12-17 06:50:38.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.499e-03, size: 672, ETA: 9:15:44
2024-12-17 06:50:40.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.499e-03, size: 640, ETA: 9:15:42
2024-12-17 06:50:43.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.499e-03, size: 576, ETA: 9:15:41
2024-12-17 06:50:45.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.499e-03, size: 608, ETA: 9:15:38
2024-12-17 06:50:47.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.499e-03, size: 544, ETA: 9:15:36
2024-12-17 06:50:49.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.499e-03, size: 608, ETA: 9:15:33
2024-12-17 06:50:51.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.498e-03, size: 544, ETA: 9:15:30
2024-12-17 06:50:52.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.498e-03, size: 576, ETA: 9:15:28
2024-12-17 06:50:54.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.498e-03, size: 640, ETA: 9:15:25
2024-12-17 06:50:56.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.498e-03, size: 736, ETA: 9:15:23
2024-12-17 06:50:58.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.498e-03, size: 736, ETA: 9:15:20
2024-12-17 06:51:01.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.498e-03, size: 608, ETA: 9:15:18
2024-12-17 06:51:03.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.497e-03, size: 704, ETA: 9:15:16
2024-12-17 06:51:06.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.497e-03, size: 608, ETA: 9:15:14
2024-12-17 06:51:08.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.497e-03, size: 640, ETA: 9:15:12
2024-12-17 06:51:10.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.497e-03, size: 608, ETA: 9:15:10
2024-12-17 06:51:12.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.497e-03, size: 608, ETA: 9:15:07
2024-12-17 06:51:14.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.497e-03, size: 672, ETA: 9:15:05
2024-12-17 06:51:16.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.496e-03, size: 736, ETA: 9:15:03
2024-12-17 06:51:18.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.496e-03, size: 736, ETA: 9:15:00
2024-12-17 06:51:20.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.496e-03, size: 608, ETA: 9:14:58
2024-12-17 06:51:23.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.496e-03, size: 672, ETA: 9:14:56
2024-12-17 06:51:25.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.496e-03, size: 608, ETA: 9:14:54
2024-12-17 06:51:28.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.496e-03, size: 640, ETA: 9:14:52
2024-12-17 06:51:30.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.496e-03, size: 576, ETA: 9:14:50
2024-12-17 06:51:32.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.495e-03, size: 608, ETA: 9:14:48
2024-12-17 06:51:35.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.495e-03, size: 704, ETA: 9:14:46
2024-12-17 06:51:37.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.495e-03, size: 640, ETA: 9:14:44
2024-12-17 06:51:40.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.495e-03, size: 736, ETA: 9:14:42
2024-12-17 06:51:42.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.495e-03, size: 576, ETA: 9:14:40
2024-12-17 06:51:44.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.495e-03, size: 672, ETA: 9:14:37
2024-12-17 06:51:46.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.494e-03, size: 736, ETA: 9:14:35
2024-12-17 06:51:48.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.203s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.494e-03, size: 704, ETA: 9:14:32
2024-12-17 06:51:50.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.494e-03, size: 704, ETA: 9:14:30
2024-12-17 06:51:52.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.494e-03, size: 736, ETA: 9:14:28
2024-12-17 06:51:54.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.494e-03, size: 640, ETA: 9:14:26
2024-12-17 06:51:57.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.494e-03, size: 544, ETA: 9:14:24
2024-12-17 06:51:59.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.493e-03, size: 576, ETA: 9:14:22
2024-12-17 06:52:02.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.493e-03, size: 576, ETA: 9:14:20
2024-12-17 06:52:04.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.493e-03, size: 544, ETA: 9:14:18
2024-12-17 06:52:06.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.493e-03, size: 576, ETA: 9:14:15
2024-12-17 06:52:08.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.493e-03, size: 576, ETA: 9:14:13
2024-12-17 06:52:10.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.493e-03, size: 544, ETA: 9:14:10
2024-12-17 06:52:11.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.492e-03, size: 640, ETA: 9:14:07
2024-12-17 06:52:13.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.492e-03, size: 608, ETA: 9:14:05
2024-12-17 06:52:15.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.492e-03, size: 576, ETA: 9:14:02
2024-12-17 06:52:18.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.492e-03, size: 704, ETA: 9:14:00
2024-12-17 06:52:20.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.492e-03, size: 640, ETA: 9:13:58
2024-12-17 06:52:22.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.492e-03, size: 640, ETA: 9:13:56
2024-12-17 06:52:25.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.492e-03, size: 544, ETA: 9:13:54
2024-12-17 06:52:27.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.491e-03, size: 640, ETA: 9:13:52
2024-12-17 06:52:30.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.491e-03, size: 544, ETA: 9:13:50
2024-12-17 06:52:31.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.491e-03, size: 640, ETA: 9:13:47
2024-12-17 06:52:33.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.491e-03, size: 608, ETA: 9:13:45
2024-12-17 06:52:35.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.491e-03, size: 704, ETA: 9:13:42
2024-12-17 06:52:37.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.491e-03, size: 672, ETA: 9:13:40
2024-12-17 06:52:39.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.490e-03, size: 640, ETA: 9:13:37
2024-12-17 06:52:41.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.490e-03, size: 640, ETA: 9:13:35
2024-12-17 06:52:44.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.490e-03, size: 640, ETA: 9:13:33
2024-12-17 06:52:46.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.490e-03, size: 544, ETA: 9:13:31
2024-12-17 06:52:49.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.490e-03, size: 736, ETA: 9:13:29
2024-12-17 06:52:51.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.490e-03, size: 704, ETA: 9:13:28
2024-12-17 06:52:54.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.489e-03, size: 736, ETA: 9:13:25
2024-12-17 06:52:56.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.489e-03, size: 576, ETA: 9:13:23
2024-12-17 06:52:58.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.020s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.489e-03, size: 544, ETA: 9:13:20
2024-12-17 06:52:59.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.489e-03, size: 608, ETA: 9:13:18
2024-12-17 06:53:01.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.489e-03, size: 544, ETA: 9:13:15
2024-12-17 06:53:03.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 48/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.489e-03, size: 576, ETA: 9:13:12
2024-12-17 06:53:04.364 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 06:53:04.792 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch49
2024-12-17 06:53:07.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.488e-03, size: 608, ETA: 9:13:09
2024-12-17 06:53:09.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.488e-03, size: 576, ETA: 9:13:07
2024-12-17 06:53:11.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.488e-03, size: 736, ETA: 9:13:04
2024-12-17 06:53:13.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.488e-03, size: 576, ETA: 9:13:02
2024-12-17 06:53:15.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.488e-03, size: 704, ETA: 9:13:00
2024-12-17 06:53:18.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.488e-03, size: 672, ETA: 9:12:58
2024-12-17 06:53:20.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.487e-03, size: 736, ETA: 9:12:56
2024-12-17 06:53:22.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.487e-03, size: 608, ETA: 9:12:53
2024-12-17 06:53:24.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.487e-03, size: 672, ETA: 9:12:50
2024-12-17 06:53:26.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.487e-03, size: 704, ETA: 9:12:48
2024-12-17 06:53:28.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.487e-03, size: 672, ETA: 9:12:46
2024-12-17 06:53:30.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.487e-03, size: 576, ETA: 9:12:43
2024-12-17 06:53:32.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.486e-03, size: 672, ETA: 9:12:40
2024-12-17 06:53:34.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.486e-03, size: 544, ETA: 9:12:38
2024-12-17 06:53:36.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.486e-03, size: 672, ETA: 9:12:36
2024-12-17 06:53:39.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.486e-03, size: 736, ETA: 9:12:35
2024-12-17 06:53:42.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.486e-03, size: 672, ETA: 9:12:33
2024-12-17 06:53:44.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.486e-03, size: 576, ETA: 9:12:31
2024-12-17 06:53:45.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.486e-03, size: 640, ETA: 9:12:28
2024-12-17 06:53:47.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.485e-03, size: 544, ETA: 9:12:25
2024-12-17 06:53:49.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.485e-03, size: 576, ETA: 9:12:23
2024-12-17 06:53:51.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.485e-03, size: 736, ETA: 9:12:20
2024-12-17 06:53:53.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.485e-03, size: 640, ETA: 9:12:18
2024-12-17 06:53:55.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.485e-03, size: 704, ETA: 9:12:15
2024-12-17 06:53:58.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.485e-03, size: 544, ETA: 9:12:13
2024-12-17 06:54:00.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.484e-03, size: 608, ETA: 9:12:11
2024-12-17 06:54:03.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.484e-03, size: 544, ETA: 9:12:10
2024-12-17 06:54:05.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.484e-03, size: 608, ETA: 9:12:08
2024-12-17 06:54:07.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.484e-03, size: 704, ETA: 9:12:06
2024-12-17 06:54:09.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.484e-03, size: 704, ETA: 9:12:03
2024-12-17 06:54:11.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.484e-03, size: 544, ETA: 9:12:01
2024-12-17 06:54:13.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.483e-03, size: 640, ETA: 9:11:58
2024-12-17 06:54:15.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.483e-03, size: 608, ETA: 9:11:56
2024-12-17 06:54:17.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.483e-03, size: 672, ETA: 9:11:53
2024-12-17 06:54:20.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.483e-03, size: 544, ETA: 9:11:51
2024-12-17 06:54:22.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.483e-03, size: 736, ETA: 9:11:49
2024-12-17 06:54:24.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.483e-03, size: 608, ETA: 9:11:47
2024-12-17 06:54:27.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.482e-03, size: 576, ETA: 9:11:45
2024-12-17 06:54:30.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.482e-03, size: 544, ETA: 9:11:44
2024-12-17 06:54:32.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.482e-03, size: 544, ETA: 9:11:42
2024-12-17 06:54:34.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.482e-03, size: 640, ETA: 9:11:39
2024-12-17 06:54:36.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.482e-03, size: 736, ETA: 9:11:36
2024-12-17 06:54:38.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.482e-03, size: 704, ETA: 9:11:34
2024-12-17 06:54:40.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.482e-03, size: 704, ETA: 9:11:32
2024-12-17 06:54:43.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.481e-03, size: 640, ETA: 9:11:30
2024-12-17 06:54:45.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.481e-03, size: 640, ETA: 9:11:28
2024-12-17 06:54:47.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.481e-03, size: 704, ETA: 9:11:25
2024-12-17 06:54:49.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.481e-03, size: 608, ETA: 9:11:23
2024-12-17 06:54:50.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.481e-03, size: 672, ETA: 9:11:20
2024-12-17 06:54:53.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.481e-03, size: 704, ETA: 9:11:17
2024-12-17 06:54:55.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.480e-03, size: 544, ETA: 9:11:16
2024-12-17 06:54:57.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.480e-03, size: 608, ETA: 9:11:13
2024-12-17 06:54:59.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.480e-03, size: 544, ETA: 9:11:11
2024-12-17 06:55:01.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.480e-03, size: 704, ETA: 9:11:08
2024-12-17 06:55:03.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.480e-03, size: 672, ETA: 9:11:05
2024-12-17 06:55:05.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.480e-03, size: 640, ETA: 9:11:03
2024-12-17 06:55:07.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.479e-03, size: 608, ETA: 9:11:01
2024-12-17 06:55:10.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.479e-03, size: 704, ETA: 9:10:59
2024-12-17 06:55:12.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.479e-03, size: 704, ETA: 9:10:58
2024-12-17 06:55:15.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.479e-03, size: 736, ETA: 9:10:55
2024-12-17 06:55:17.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.479e-03, size: 672, ETA: 9:10:53
2024-12-17 06:55:19.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.479e-03, size: 576, ETA: 9:10:51
2024-12-17 06:55:21.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.478e-03, size: 576, ETA: 9:10:48
2024-12-17 06:55:23.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.478e-03, size: 736, ETA: 9:10:45
2024-12-17 06:55:25.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.478e-03, size: 544, ETA: 9:10:43
2024-12-17 06:55:27.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.478e-03, size: 736, ETA: 9:10:41
2024-12-17 06:55:29.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.478e-03, size: 704, ETA: 9:10:39
2024-12-17 06:55:32.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.478e-03, size: 608, ETA: 9:10:37
2024-12-17 06:55:34.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.478e-03, size: 608, ETA: 9:10:35
2024-12-17 06:55:37.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.477e-03, size: 736, ETA: 9:10:34
2024-12-17 06:55:39.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.477e-03, size: 544, ETA: 9:10:31
2024-12-17 06:55:41.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.477e-03, size: 704, ETA: 9:10:28
2024-12-17 06:55:43.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.477e-03, size: 544, ETA: 9:10:26
2024-12-17 06:55:45.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.477e-03, size: 672, ETA: 9:10:24
2024-12-17 06:55:47.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.477e-03, size: 672, ETA: 9:10:21
2024-12-17 06:55:49.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.476e-03, size: 640, ETA: 9:10:19
2024-12-17 06:55:51.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.476e-03, size: 544, ETA: 9:10:17
2024-12-17 06:55:53.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.476e-03, size: 640, ETA: 9:10:14
2024-12-17 06:55:56.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.476e-03, size: 608, ETA: 9:10:12
2024-12-17 06:55:58.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.476e-03, size: 576, ETA: 9:10:10
2024-12-17 06:56:00.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.476e-03, size: 576, ETA: 9:10:07
2024-12-17 06:56:02.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.475e-03, size: 736, ETA: 9:10:05
2024-12-17 06:56:04.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.475e-03, size: 736, ETA: 9:10:02
2024-12-17 06:56:06.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.475e-03, size: 640, ETA: 9:10:00
2024-12-17 06:56:08.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.475e-03, size: 544, ETA: 9:09:58
2024-12-17 06:56:10.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.475e-03, size: 544, ETA: 9:09:56
2024-12-17 06:56:13.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.475e-03, size: 736, ETA: 9:09:53
2024-12-17 06:56:15.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.474e-03, size: 576, ETA: 9:09:52
2024-12-17 06:56:18.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.474e-03, size: 576, ETA: 9:09:50
2024-12-17 06:56:20.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.474e-03, size: 640, ETA: 9:09:47
2024-12-17 06:56:22.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.474e-03, size: 736, ETA: 9:09:45
2024-12-17 06:56:24.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.474e-03, size: 640, ETA: 9:09:42
2024-12-17 06:56:26.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.474e-03, size: 608, ETA: 9:09:40
2024-12-17 06:56:28.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.473e-03, size: 704, ETA: 9:09:37
2024-12-17 06:56:30.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.473e-03, size: 736, ETA: 9:09:35
2024-12-17 06:56:32.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.473e-03, size: 704, ETA: 9:09:33
2024-12-17 06:56:34.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.473e-03, size: 576, ETA: 9:09:31
2024-12-17 06:56:36.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.473e-03, size: 544, ETA: 9:09:28
2024-12-17 06:56:39.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.473e-03, size: 608, ETA: 9:09:27
2024-12-17 06:56:42.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.473e-03, size: 640, ETA: 9:09:25
2024-12-17 06:56:44.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.472e-03, size: 736, ETA: 9:09:23
2024-12-17 06:56:46.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.472e-03, size: 640, ETA: 9:09:20
2024-12-17 06:56:48.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.472e-03, size: 704, ETA: 9:09:18
2024-12-17 06:56:50.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.472e-03, size: 736, ETA: 9:09:15
2024-12-17 06:56:52.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.472e-03, size: 608, ETA: 9:09:13
2024-12-17 06:56:54.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.472e-03, size: 704, ETA: 9:09:10
2024-12-17 06:56:56.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.471e-03, size: 672, ETA: 9:09:08
2024-12-17 06:56:59.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.471e-03, size: 576, ETA: 9:09:07
2024-12-17 06:57:01.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.471e-03, size: 608, ETA: 9:09:05
2024-12-17 06:57:04.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.471e-03, size: 704, ETA: 9:09:03
2024-12-17 06:57:07.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.471e-03, size: 544, ETA: 9:09:01
2024-12-17 06:57:09.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.471e-03, size: 736, ETA: 9:08:59
2024-12-17 06:57:11.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.470e-03, size: 608, ETA: 9:08:57
2024-12-17 06:57:13.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.470e-03, size: 672, ETA: 9:08:54
2024-12-17 06:57:15.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.470e-03, size: 576, ETA: 9:08:52
2024-12-17 06:57:17.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.470e-03, size: 640, ETA: 9:08:50
2024-12-17 06:57:19.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.470e-03, size: 640, ETA: 9:08:47
2024-12-17 06:57:22.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.470e-03, size: 640, ETA: 9:08:46
2024-12-17 06:57:25.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.469e-03, size: 640, ETA: 9:08:44
2024-12-17 06:57:27.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.469e-03, size: 608, ETA: 9:08:42
2024-12-17 06:57:29.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.469e-03, size: 672, ETA: 9:08:39
2024-12-17 06:57:31.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.469e-03, size: 672, ETA: 9:08:37
2024-12-17 06:57:33.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.469e-03, size: 640, ETA: 9:08:34
2024-12-17 06:57:35.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.469e-03, size: 544, ETA: 9:08:32
2024-12-17 06:57:37.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 2.6, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.5, cls_loss: 0.3, lr: 1.469e-03, size: 736, ETA: 9:08:29
2024-12-17 06:57:39.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.468e-03, size: 640, ETA: 9:08:27
2024-12-17 06:57:41.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.468e-03, size: 736, ETA: 9:08:25
2024-12-17 06:57:43.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.468e-03, size: 608, ETA: 9:08:23
2024-12-17 06:57:46.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.468e-03, size: 672, ETA: 9:08:21
2024-12-17 06:57:49.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.468e-03, size: 576, ETA: 9:08:19
2024-12-17 06:57:50.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.468e-03, size: 640, ETA: 9:08:17
2024-12-17 06:57:53.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.467e-03, size: 704, ETA: 9:08:14
2024-12-17 06:57:55.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.467e-03, size: 640, ETA: 9:08:13
2024-12-17 06:57:58.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.467e-03, size: 544, ETA: 9:08:11
2024-12-17 06:58:00.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.467e-03, size: 544, ETA: 9:08:09
2024-12-17 06:58:02.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.467e-03, size: 672, ETA: 9:08:06
2024-12-17 06:58:04.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.467e-03, size: 608, ETA: 9:08:04
2024-12-17 06:58:06.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.466e-03, size: 640, ETA: 9:08:01
2024-12-17 06:58:08.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.466e-03, size: 704, ETA: 9:07:59
2024-12-17 06:58:10.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.466e-03, size: 576, ETA: 9:07:56
2024-12-17 06:58:12.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.466e-03, size: 704, ETA: 9:07:54
2024-12-17 06:58:15.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.466e-03, size: 704, ETA: 9:07:52
2024-12-17 06:58:17.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.466e-03, size: 704, ETA: 9:07:50
2024-12-17 06:58:20.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.465e-03, size: 576, ETA: 9:07:49
2024-12-17 06:58:23.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.465e-03, size: 640, ETA: 9:07:47
2024-12-17 06:58:25.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.222s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.465e-03, size: 672, ETA: 9:07:45
2024-12-17 06:58:27.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.465e-03, size: 704, ETA: 9:07:43
2024-12-17 06:58:29.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.465e-03, size: 704, ETA: 9:07:40
2024-12-17 06:58:31.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.465e-03, size: 672, ETA: 9:07:38
2024-12-17 06:58:33.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.464e-03, size: 544, ETA: 9:07:35
2024-12-17 06:58:35.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.464e-03, size: 608, ETA: 9:07:32
2024-12-17 06:58:37.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.464e-03, size: 640, ETA: 9:07:30
2024-12-17 06:58:39.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.464e-03, size: 640, ETA: 9:07:28
2024-12-17 06:58:41.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.464e-03, size: 544, ETA: 9:07:26
2024-12-17 06:58:44.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.464e-03, size: 736, ETA: 9:07:24
2024-12-17 06:58:47.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.464e-03, size: 640, ETA: 9:07:23
2024-12-17 06:58:49.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.463e-03, size: 608, ETA: 9:07:20
2024-12-17 06:58:51.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.463e-03, size: 576, ETA: 9:07:18
2024-12-17 06:58:53.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.463e-03, size: 576, ETA: 9:07:15
2024-12-17 06:58:55.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.463e-03, size: 704, ETA: 9:07:13
2024-12-17 06:58:57.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.463e-03, size: 608, ETA: 9:07:10
2024-12-17 06:58:59.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.463e-03, size: 736, ETA: 9:07:08
2024-12-17 06:59:01.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.462e-03, size: 576, ETA: 9:07:06
2024-12-17 06:59:03.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.462e-03, size: 672, ETA: 9:07:03
2024-12-17 06:59:05.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.462e-03, size: 640, ETA: 9:07:01
2024-12-17 06:59:08.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.462e-03, size: 608, ETA: 9:06:59
2024-12-17 06:59:10.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.462e-03, size: 672, ETA: 9:06:57
2024-12-17 06:59:12.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.462e-03, size: 544, ETA: 9:06:55
2024-12-17 06:59:14.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.461e-03, size: 672, ETA: 9:06:52
2024-12-17 06:59:16.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.461e-03, size: 544, ETA: 9:06:50
2024-12-17 06:59:18.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.461e-03, size: 544, ETA: 9:06:47
2024-12-17 06:59:20.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.461e-03, size: 672, ETA: 9:06:44
2024-12-17 06:59:22.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.461e-03, size: 544, ETA: 9:06:42
2024-12-17 06:59:24.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.461e-03, size: 672, ETA: 9:06:39
2024-12-17 06:59:26.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.460e-03, size: 640, ETA: 9:06:37
2024-12-17 06:59:28.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.240s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.460e-03, size: 640, ETA: 9:06:35
2024-12-17 06:59:31.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.460e-03, size: 544, ETA: 9:06:33
2024-12-17 06:59:33.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.460e-03, size: 640, ETA: 9:06:31
2024-12-17 06:59:36.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.294s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.460e-03, size: 704, ETA: 9:06:30
2024-12-17 06:59:38.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.460e-03, size: 704, ETA: 9:06:27
2024-12-17 06:59:40.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.460e-03, size: 672, ETA: 9:06:25
2024-12-17 06:59:42.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.459e-03, size: 736, ETA: 9:06:23
2024-12-17 06:59:44.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.459e-03, size: 608, ETA: 9:06:20
2024-12-17 06:59:47.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.459e-03, size: 608, ETA: 9:06:18
2024-12-17 06:59:49.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.459e-03, size: 608, ETA: 9:06:16
2024-12-17 06:59:51.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.459e-03, size: 672, ETA: 9:06:13
2024-12-17 06:59:53.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.459e-03, size: 544, ETA: 9:06:11
2024-12-17 06:59:56.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.458e-03, size: 736, ETA: 9:06:10
2024-12-17 06:59:59.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.458e-03, size: 672, ETA: 9:06:08
2024-12-17 07:00:01.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.458e-03, size: 544, ETA: 9:06:06
2024-12-17 07:00:03.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.458e-03, size: 544, ETA: 9:06:04
2024-12-17 07:00:05.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.458e-03, size: 704, ETA: 9:06:01
2024-12-17 07:00:07.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.458e-03, size: 704, ETA: 9:05:58
2024-12-17 07:00:09.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.457e-03, size: 640, ETA: 9:05:56
2024-12-17 07:00:11.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.457e-03, size: 576, ETA: 9:05:54
2024-12-17 07:00:13.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.457e-03, size: 736, ETA: 9:05:51
2024-12-17 07:00:15.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.457e-03, size: 576, ETA: 9:05:49
2024-12-17 07:00:18.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.457e-03, size: 736, ETA: 9:05:47
2024-12-17 07:00:20.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.457e-03, size: 640, ETA: 9:05:45
2024-12-17 07:00:23.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.456e-03, size: 544, ETA: 9:05:43
2024-12-17 07:00:25.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.456e-03, size: 544, ETA: 9:05:41
2024-12-17 07:00:27.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.456e-03, size: 640, ETA: 9:05:39
2024-12-17 07:00:29.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.456e-03, size: 704, ETA: 9:05:36
2024-12-17 07:00:31.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.456e-03, size: 608, ETA: 9:05:34
2024-12-17 07:00:33.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.456e-03, size: 608, ETA: 9:05:31
2024-12-17 07:00:35.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.455e-03, size: 672, ETA: 9:05:29
2024-12-17 07:00:37.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.455e-03, size: 704, ETA: 9:05:26
2024-12-17 07:00:39.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.455e-03, size: 640, ETA: 9:05:24
2024-12-17 07:00:41.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.455e-03, size: 736, ETA: 9:05:22
2024-12-17 07:00:44.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.455e-03, size: 704, ETA: 9:05:20
2024-12-17 07:00:46.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.455e-03, size: 640, ETA: 9:05:18
2024-12-17 07:00:49.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.455e-03, size: 672, ETA: 9:05:16
2024-12-17 07:00:51.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.454e-03, size: 736, ETA: 9:05:14
2024-12-17 07:00:53.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.454e-03, size: 608, ETA: 9:05:12
2024-12-17 07:00:55.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.454e-03, size: 608, ETA: 9:05:09
2024-12-17 07:00:57.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.454e-03, size: 736, ETA: 9:05:07
2024-12-17 07:00:59.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.454e-03, size: 736, ETA: 9:05:04
2024-12-17 07:01:01.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.454e-03, size: 576, ETA: 9:05:02
2024-12-17 07:01:03.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.453e-03, size: 576, ETA: 9:04:59
2024-12-17 07:01:05.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.453e-03, size: 576, ETA: 9:04:57
2024-12-17 07:01:07.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.453e-03, size: 544, ETA: 9:04:55
2024-12-17 07:01:10.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.453e-03, size: 704, ETA: 9:04:53
2024-12-17 07:01:12.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.453e-03, size: 672, ETA: 9:04:51
2024-12-17 07:01:15.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.453e-03, size: 608, ETA: 9:04:49
2024-12-17 07:01:17.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.452e-03, size: 736, ETA: 9:04:47
2024-12-17 07:01:19.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.452e-03, size: 704, ETA: 9:04:44
2024-12-17 07:01:21.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.452e-03, size: 544, ETA: 9:04:42
2024-12-17 07:01:23.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.452e-03, size: 640, ETA: 9:04:39
2024-12-17 07:01:25.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.452e-03, size: 672, ETA: 9:04:37
2024-12-17 07:01:27.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.452e-03, size: 544, ETA: 9:04:35
2024-12-17 07:01:30.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.451e-03, size: 544, ETA: 9:04:33
2024-12-17 07:01:32.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.451e-03, size: 640, ETA: 9:04:31
2024-12-17 07:01:34.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.451e-03, size: 544, ETA: 9:04:29
2024-12-17 07:01:37.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.451e-03, size: 544, ETA: 9:04:27
2024-12-17 07:01:39.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.451e-03, size: 576, ETA: 9:04:25
2024-12-17 07:01:41.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.451e-03, size: 704, ETA: 9:04:22
2024-12-17 07:01:43.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.451e-03, size: 640, ETA: 9:04:20
2024-12-17 07:01:45.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.450e-03, size: 640, ETA: 9:04:18
2024-12-17 07:01:47.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.008s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.450e-03, size: 704, ETA: 9:04:15
2024-12-17 07:01:49.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.450e-03, size: 640, ETA: 9:04:13
2024-12-17 07:01:52.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.450e-03, size: 736, ETA: 9:04:11
2024-12-17 07:01:54.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 49/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.450e-03, size: 704, ETA: 9:04:09
2024-12-17 07:01:55.655 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 07:01:56.069 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch50
2024-12-17 07:01:58.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.449e-03, size: 704, ETA: 9:04:06
2024-12-17 07:02:01.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.449e-03, size: 672, ETA: 9:04:05
2024-12-17 07:02:03.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.449e-03, size: 704, ETA: 9:04:03
2024-12-17 07:02:06.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.449e-03, size: 640, ETA: 9:04:01
2024-12-17 07:02:08.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.449e-03, size: 608, ETA: 9:03:58
2024-12-17 07:02:10.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.449e-03, size: 672, ETA: 9:03:56
2024-12-17 07:02:12.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.449e-03, size: 736, ETA: 9:03:53
2024-12-17 07:02:14.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.448e-03, size: 672, ETA: 9:03:51
2024-12-17 07:02:16.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.448e-03, size: 608, ETA: 9:03:49
2024-12-17 07:02:18.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.448e-03, size: 704, ETA: 9:03:46
2024-12-17 07:02:20.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.448e-03, size: 704, ETA: 9:03:44
2024-12-17 07:02:22.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.448e-03, size: 704, ETA: 9:03:42
2024-12-17 07:02:24.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.448e-03, size: 704, ETA: 9:03:39
2024-12-17 07:02:26.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.447e-03, size: 640, ETA: 9:03:37
2024-12-17 07:02:28.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.447e-03, size: 736, ETA: 9:03:34
2024-12-17 07:02:31.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.447e-03, size: 608, ETA: 9:03:32
2024-12-17 07:02:33.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.447e-03, size: 544, ETA: 9:03:30
2024-12-17 07:02:35.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 180/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.447e-03, size: 576, ETA: 9:03:28
2024-12-17 07:02:38.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.447e-03, size: 576, ETA: 9:03:26
2024-12-17 07:02:40.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.446e-03, size: 544, ETA: 9:03:24
2024-12-17 07:02:42.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.446e-03, size: 576, ETA: 9:03:22
2024-12-17 07:02:44.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.446e-03, size: 544, ETA: 9:03:20
2024-12-17 07:02:47.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.446e-03, size: 736, ETA: 9:03:17
2024-12-17 07:02:49.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.446e-03, size: 544, ETA: 9:03:15
2024-12-17 07:02:51.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.446e-03, size: 704, ETA: 9:03:12
2024-12-17 07:02:53.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.445e-03, size: 576, ETA: 9:03:10
2024-12-17 07:02:55.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.445e-03, size: 736, ETA: 9:03:08
2024-12-17 07:02:57.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.445e-03, size: 544, ETA: 9:03:06
2024-12-17 07:02:59.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.445e-03, size: 576, ETA: 9:03:03
2024-12-17 07:03:02.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.445e-03, size: 640, ETA: 9:03:02
2024-12-17 07:03:05.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.445e-03, size: 704, ETA: 9:03:00
2024-12-17 07:03:07.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.444e-03, size: 576, ETA: 9:02:58
2024-12-17 07:03:09.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.444e-03, size: 704, ETA: 9:02:56
2024-12-17 07:03:11.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.444e-03, size: 576, ETA: 9:02:53
2024-12-17 07:03:13.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.444e-03, size: 640, ETA: 9:02:51
2024-12-17 07:03:15.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.444e-03, size: 736, ETA: 9:02:48
2024-12-17 07:03:18.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.444e-03, size: 704, ETA: 9:02:46
2024-12-17 07:03:20.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.444e-03, size: 736, ETA: 9:02:44
2024-12-17 07:03:22.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.443e-03, size: 736, ETA: 9:02:42
2024-12-17 07:03:25.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.443e-03, size: 672, ETA: 9:02:41
2024-12-17 07:03:27.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.443e-03, size: 576, ETA: 9:02:38
2024-12-17 07:03:29.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.443e-03, size: 544, ETA: 9:02:36
2024-12-17 07:03:31.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.443e-03, size: 608, ETA: 9:02:33
2024-12-17 07:03:33.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.443e-03, size: 736, ETA: 9:02:31
2024-12-17 07:03:35.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.442e-03, size: 640, ETA: 9:02:28
2024-12-17 07:03:37.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.442e-03, size: 576, ETA: 9:02:25
2024-12-17 07:03:39.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.442e-03, size: 640, ETA: 9:02:23
2024-12-17 07:03:41.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.442e-03, size: 640, ETA: 9:02:21
2024-12-17 07:03:44.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.442e-03, size: 544, ETA: 9:02:19
2024-12-17 07:03:47.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.442e-03, size: 544, ETA: 9:02:18
2024-12-17 07:03:49.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.441e-03, size: 576, ETA: 9:02:16
2024-12-17 07:03:51.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.441e-03, size: 576, ETA: 9:02:14
2024-12-17 07:03:53.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.441e-03, size: 704, ETA: 9:02:11
2024-12-17 07:03:55.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 540/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.441e-03, size: 704, ETA: 9:02:09
2024-12-17 07:03:57.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.441e-03, size: 640, ETA: 9:02:06
2024-12-17 07:03:59.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.441e-03, size: 640, ETA: 9:02:03
2024-12-17 07:04:01.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.440e-03, size: 640, ETA: 9:02:01
2024-12-17 07:04:03.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.440e-03, size: 544, ETA: 9:01:59
2024-12-17 07:04:05.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.440e-03, size: 736, ETA: 9:01:57
2024-12-17 07:04:08.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.440e-03, size: 640, ETA: 9:01:54
2024-12-17 07:04:10.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.440e-03, size: 672, ETA: 9:01:53
2024-12-17 07:04:13.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.440e-03, size: 576, ETA: 9:01:51
2024-12-17 07:04:15.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.439e-03, size: 576, ETA: 9:01:49
2024-12-17 07:04:17.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.439e-03, size: 608, ETA: 9:01:46
2024-12-17 07:04:19.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.439e-03, size: 672, ETA: 9:01:44
2024-12-17 07:04:21.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.439e-03, size: 736, ETA: 9:01:42
2024-12-17 07:04:23.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.439e-03, size: 736, ETA: 9:01:39
2024-12-17 07:04:26.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.439e-03, size: 640, ETA: 9:01:37
2024-12-17 07:04:28.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.439e-03, size: 544, ETA: 9:01:35
2024-12-17 07:04:30.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.438e-03, size: 608, ETA: 9:01:32
2024-12-17 07:04:32.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.438e-03, size: 544, ETA: 9:01:30
2024-12-17 07:04:34.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.438e-03, size: 544, ETA: 9:01:27
2024-12-17 07:04:36.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.438e-03, size: 704, ETA: 9:01:26
2024-12-17 07:04:39.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 740/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.438e-03, size: 736, ETA: 9:01:24
2024-12-17 07:04:41.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.438e-03, size: 704, ETA: 9:01:22
2024-12-17 07:04:43.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.437e-03, size: 640, ETA: 9:01:19
2024-12-17 07:04:45.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 770/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.437e-03, size: 640, ETA: 9:01:17
2024-12-17 07:04:47.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.437e-03, size: 736, ETA: 9:01:15
2024-12-17 07:04:49.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.437e-03, size: 640, ETA: 9:01:12
2024-12-17 07:04:51.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.437e-03, size: 704, ETA: 9:01:10
2024-12-17 07:04:54.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.437e-03, size: 672, ETA: 9:01:08
2024-12-17 07:04:56.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.436e-03, size: 672, ETA: 9:01:06
2024-12-17 07:04:59.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.436e-03, size: 704, ETA: 9:01:04
2024-12-17 07:05:01.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.436e-03, size: 672, ETA: 9:01:02
2024-12-17 07:05:04.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.436e-03, size: 608, ETA: 9:01:00
2024-12-17 07:05:05.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 860/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.436e-03, size: 544, ETA: 9:00:57
2024-12-17 07:05:07.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.436e-03, size: 640, ETA: 9:00:55
2024-12-17 07:05:09.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.435e-03, size: 640, ETA: 9:00:52
2024-12-17 07:05:11.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.435e-03, size: 640, ETA: 9:00:50
2024-12-17 07:05:13.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.435e-03, size: 672, ETA: 9:00:47
2024-12-17 07:05:15.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.435e-03, size: 672, ETA: 9:00:45
2024-12-17 07:05:17.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 920/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.435e-03, size: 704, ETA: 9:00:42
2024-12-17 07:05:20.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.435e-03, size: 672, ETA: 9:00:41
2024-12-17 07:05:22.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.435e-03, size: 704, ETA: 9:00:39
2024-12-17 07:05:25.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.434e-03, size: 736, ETA: 9:00:37
2024-12-17 07:05:28.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.434e-03, size: 736, ETA: 9:00:36
2024-12-17 07:05:30.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.434e-03, size: 640, ETA: 9:00:33
2024-12-17 07:05:32.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.434e-03, size: 576, ETA: 9:00:31
2024-12-17 07:05:34.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.434e-03, size: 704, ETA: 9:00:28
2024-12-17 07:05:36.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.434e-03, size: 544, ETA: 9:00:26
2024-12-17 07:05:38.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.433e-03, size: 672, ETA: 9:00:23
2024-12-17 07:05:40.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.433e-03, size: 544, ETA: 9:00:21
2024-12-17 07:05:42.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.433e-03, size: 640, ETA: 9:00:19
2024-12-17 07:05:45.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.433e-03, size: 672, ETA: 9:00:17
2024-12-17 07:05:47.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.433e-03, size: 608, ETA: 9:00:15
2024-12-17 07:05:50.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.433e-03, size: 672, ETA: 9:00:13
2024-12-17 07:05:52.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.432e-03, size: 544, ETA: 9:00:11
2024-12-17 07:05:55.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.432e-03, size: 608, ETA: 9:00:09
2024-12-17 07:05:56.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.432e-03, size: 704, ETA: 9:00:07
2024-12-17 07:05:58.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.432e-03, size: 640, ETA: 9:00:04
2024-12-17 07:06:00.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.432e-03, size: 640, ETA: 9:00:01
2024-12-17 07:06:02.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.432e-03, size: 544, ETA: 8:59:59
2024-12-17 07:06:04.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.431e-03, size: 640, ETA: 8:59:57
2024-12-17 07:06:07.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.431e-03, size: 672, ETA: 8:59:54
2024-12-17 07:06:09.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.431e-03, size: 704, ETA: 8:59:52
2024-12-17 07:06:11.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.431e-03, size: 608, ETA: 8:59:50
2024-12-17 07:06:14.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.431e-03, size: 640, ETA: 8:59:48
2024-12-17 07:06:16.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.431e-03, size: 704, ETA: 8:59:47
2024-12-17 07:06:19.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.430e-03, size: 640, ETA: 8:59:44
2024-12-17 07:06:20.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.430e-03, size: 544, ETA: 8:59:42
2024-12-17 07:06:22.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.430e-03, size: 576, ETA: 8:59:39
2024-12-17 07:06:24.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.430e-03, size: 608, ETA: 8:59:37
2024-12-17 07:06:26.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.430e-03, size: 704, ETA: 8:59:34
2024-12-17 07:06:28.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.430e-03, size: 576, ETA: 8:59:31
2024-12-17 07:06:30.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.430e-03, size: 640, ETA: 8:59:29
2024-12-17 07:06:32.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.429e-03, size: 608, ETA: 8:59:27
2024-12-17 07:06:35.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.429e-03, size: 640, ETA: 8:59:25
2024-12-17 07:06:37.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.429e-03, size: 576, ETA: 8:59:23
2024-12-17 07:06:40.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.429e-03, size: 672, ETA: 8:59:21
2024-12-17 07:06:42.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.429e-03, size: 576, ETA: 8:59:19
2024-12-17 07:06:44.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.429e-03, size: 672, ETA: 8:59:16
2024-12-17 07:06:46.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.428e-03, size: 704, ETA: 8:59:14
2024-12-17 07:06:48.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.428e-03, size: 608, ETA: 8:59:11
2024-12-17 07:06:50.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.428e-03, size: 672, ETA: 8:59:09
2024-12-17 07:06:52.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.428e-03, size: 736, ETA: 8:59:07
2024-12-17 07:06:54.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.428e-03, size: 736, ETA: 8:59:05
2024-12-17 07:06:57.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.428e-03, size: 704, ETA: 8:59:03
2024-12-17 07:06:59.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.427e-03, size: 704, ETA: 8:59:01
2024-12-17 07:07:02.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.427e-03, size: 640, ETA: 8:58:59
2024-12-17 07:07:04.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.427e-03, size: 576, ETA: 8:58:57
2024-12-17 07:07:07.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.427e-03, size: 608, ETA: 8:58:55
2024-12-17 07:07:09.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.427e-03, size: 704, ETA: 8:58:53
2024-12-17 07:07:11.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.427e-03, size: 704, ETA: 8:58:50
2024-12-17 07:07:13.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.426e-03, size: 640, ETA: 8:58:48
2024-12-17 07:07:15.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.426e-03, size: 640, ETA: 8:58:46
2024-12-17 07:07:18.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.426e-03, size: 736, ETA: 8:58:44
2024-12-17 07:07:20.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.426e-03, size: 704, ETA: 8:58:41
2024-12-17 07:07:22.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.426e-03, size: 704, ETA: 8:58:40
2024-12-17 07:07:25.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.426e-03, size: 704, ETA: 8:58:38
2024-12-17 07:07:28.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.425e-03, size: 608, ETA: 8:58:36
2024-12-17 07:07:30.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.425e-03, size: 736, ETA: 8:58:35
2024-12-17 07:07:32.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.425e-03, size: 640, ETA: 8:58:32
2024-12-17 07:07:35.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.425e-03, size: 736, ETA: 8:58:30
2024-12-17 07:07:37.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.425e-03, size: 736, ETA: 8:58:28
2024-12-17 07:07:39.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.425e-03, size: 576, ETA: 8:58:25
2024-12-17 07:07:41.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.425e-03, size: 672, ETA: 8:58:23
2024-12-17 07:07:43.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.424e-03, size: 576, ETA: 8:58:21
2024-12-17 07:07:45.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.424e-03, size: 608, ETA: 8:58:18
2024-12-17 07:07:47.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.424e-03, size: 704, ETA: 8:58:16
2024-12-17 07:07:50.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.424e-03, size: 704, ETA: 8:58:14
2024-12-17 07:07:52.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.424e-03, size: 544, ETA: 8:58:12
2024-12-17 07:07:54.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.424e-03, size: 704, ETA: 8:58:10
2024-12-17 07:07:56.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.423e-03, size: 640, ETA: 8:58:08
2024-12-17 07:07:58.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.423e-03, size: 576, ETA: 8:58:05
2024-12-17 07:08:00.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.423e-03, size: 576, ETA: 8:58:02
2024-12-17 07:08:02.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.423e-03, size: 576, ETA: 8:58:00
2024-12-17 07:08:04.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.423e-03, size: 576, ETA: 8:57:57
2024-12-17 07:08:06.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.423e-03, size: 672, ETA: 8:57:55
2024-12-17 07:08:08.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.422e-03, size: 640, ETA: 8:57:52
2024-12-17 07:08:10.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.422e-03, size: 544, ETA: 8:57:50
2024-12-17 07:08:12.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.422e-03, size: 736, ETA: 8:57:48
2024-12-17 07:08:15.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.422e-03, size: 640, ETA: 8:57:46
2024-12-17 07:08:18.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.422e-03, size: 640, ETA: 8:57:44
2024-12-17 07:08:20.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.422e-03, size: 608, ETA: 8:57:42
2024-12-17 07:08:22.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.421e-03, size: 576, ETA: 8:57:40
2024-12-17 07:08:24.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.421e-03, size: 576, ETA: 8:57:37
2024-12-17 07:08:26.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.421e-03, size: 672, ETA: 8:57:35
2024-12-17 07:08:28.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.421e-03, size: 544, ETA: 8:57:32
2024-12-17 07:08:30.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.421e-03, size: 544, ETA: 8:57:30
2024-12-17 07:08:33.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.421e-03, size: 608, ETA: 8:57:28
2024-12-17 07:08:35.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.420e-03, size: 608, ETA: 8:57:26
2024-12-17 07:08:37.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.420e-03, size: 608, ETA: 8:57:24
2024-12-17 07:08:40.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.420e-03, size: 704, ETA: 8:57:23
2024-12-17 07:08:42.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.420e-03, size: 576, ETA: 8:57:20
2024-12-17 07:08:44.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.420e-03, size: 576, ETA: 8:57:17
2024-12-17 07:08:46.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.420e-03, size: 736, ETA: 8:57:15
2024-12-17 07:08:48.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.420e-03, size: 736, ETA: 8:57:13
2024-12-17 07:08:50.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.419e-03, size: 672, ETA: 8:57:10
2024-12-17 07:08:52.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.419e-03, size: 544, ETA: 8:57:07
2024-12-17 07:08:54.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.419e-03, size: 736, ETA: 8:57:05
2024-12-17 07:08:56.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.419e-03, size: 544, ETA: 8:57:03
2024-12-17 07:08:58.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.419e-03, size: 608, ETA: 8:57:01
2024-12-17 07:09:00.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.419e-03, size: 640, ETA: 8:56:58
2024-12-17 07:09:02.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.418e-03, size: 544, ETA: 8:56:56
2024-12-17 07:09:04.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.418e-03, size: 672, ETA: 8:56:53
2024-12-17 07:09:06.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.418e-03, size: 576, ETA: 8:56:51
2024-12-17 07:09:08.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.418e-03, size: 544, ETA: 8:56:48
2024-12-17 07:09:10.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.418e-03, size: 672, ETA: 8:56:46
2024-12-17 07:09:13.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.418e-03, size: 576, ETA: 8:56:44
2024-12-17 07:09:15.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.417e-03, size: 640, ETA: 8:56:42
2024-12-17 07:09:18.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.417e-03, size: 608, ETA: 8:56:40
2024-12-17 07:09:20.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.417e-03, size: 608, ETA: 8:56:38
2024-12-17 07:09:22.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.417e-03, size: 736, ETA: 8:56:36
2024-12-17 07:09:24.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.417e-03, size: 608, ETA: 8:56:33
2024-12-17 07:09:26.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.417e-03, size: 736, ETA: 8:56:31
2024-12-17 07:09:28.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.416e-03, size: 544, ETA: 8:56:28
2024-12-17 07:09:30.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.416e-03, size: 736, ETA: 8:56:26
2024-12-17 07:09:32.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 1.416e-03, size: 672, ETA: 8:56:23
2024-12-17 07:09:34.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.416e-03, size: 608, ETA: 8:56:21
2024-12-17 07:09:36.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.416e-03, size: 576, ETA: 8:56:19
2024-12-17 07:09:39.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.416e-03, size: 736, ETA: 8:56:17
2024-12-17 07:09:41.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.415e-03, size: 704, ETA: 8:56:15
2024-12-17 07:09:44.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.415e-03, size: 736, ETA: 8:56:13
2024-12-17 07:09:46.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.415e-03, size: 672, ETA: 8:56:11
2024-12-17 07:09:48.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.415e-03, size: 672, ETA: 8:56:09
2024-12-17 07:09:50.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.415e-03, size: 704, ETA: 8:56:06
2024-12-17 07:09:52.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.415e-03, size: 544, ETA: 8:56:04
2024-12-17 07:09:54.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.415e-03, size: 704, ETA: 8:56:01
2024-12-17 07:09:56.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.414e-03, size: 544, ETA: 8:55:59
2024-12-17 07:09:58.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.414e-03, size: 640, ETA: 8:55:56
2024-12-17 07:10:01.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.414e-03, size: 736, ETA: 8:55:55
2024-12-17 07:10:03.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.414e-03, size: 640, ETA: 8:55:52
2024-12-17 07:10:05.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.414e-03, size: 736, ETA: 8:55:50
2024-12-17 07:10:07.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.414e-03, size: 736, ETA: 8:55:48
2024-12-17 07:10:09.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.413e-03, size: 544, ETA: 8:55:45
2024-12-17 07:10:11.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.413e-03, size: 544, ETA: 8:55:43
2024-12-17 07:10:14.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.413e-03, size: 736, ETA: 8:55:41
2024-12-17 07:10:16.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.413e-03, size: 672, ETA: 8:55:39
2024-12-17 07:10:18.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.413e-03, size: 672, ETA: 8:55:37
2024-12-17 07:10:21.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 4.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.413e-03, size: 736, ETA: 8:55:35
2024-12-17 07:10:23.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.412e-03, size: 736, ETA: 8:55:33
2024-12-17 07:10:25.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.412e-03, size: 544, ETA: 8:55:30
2024-12-17 07:10:27.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.412e-03, size: 736, ETA: 8:55:28
2024-12-17 07:10:29.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.412e-03, size: 672, ETA: 8:55:25
2024-12-17 07:10:31.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.175s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.412e-03, size: 544, ETA: 8:55:22
2024-12-17 07:10:33.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.412e-03, size: 672, ETA: 8:55:20
2024-12-17 07:10:34.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.411e-03, size: 544, ETA: 8:55:17
2024-12-17 07:10:37.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.218s, data_time: 0.007s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.411e-03, size: 576, ETA: 8:55:15
2024-12-17 07:10:39.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.411e-03, size: 704, ETA: 8:55:13
2024-12-17 07:10:41.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.411e-03, size: 544, ETA: 8:55:10
2024-12-17 07:10:43.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.411e-03, size: 736, ETA: 8:55:09
2024-12-17 07:10:46.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 50/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.411e-03, size: 576, ETA: 8:55:07
2024-12-17 07:10:47.627 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 07:11:42.428 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 07:11:42.605 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 07:11:42.663 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.06s)
2024-12-17 07:11:42.664 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 07:11:42.674 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 07:11:43.454 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.96 ms, Average NMS time: 1.20 ms, Average inference time: 3.16 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.924
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.984
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.953
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.015
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.692
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.940
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.877
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.941
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.941
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.475
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.803
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.955
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 92.402 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 94.076 |

2024-12-17 07:11:43.454 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 07:11:44.620 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch51
2024-12-17 07:11:46.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.410e-03, size: 608, ETA: 8:55:04
2024-12-17 07:11:49.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.410e-03, size: 576, ETA: 8:55:02
2024-12-17 07:11:51.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.410e-03, size: 704, ETA: 8:55:00
2024-12-17 07:11:53.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.410e-03, size: 608, ETA: 8:54:57
2024-12-17 07:11:55.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.410e-03, size: 704, ETA: 8:54:55
2024-12-17 07:11:57.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.410e-03, size: 640, ETA: 8:54:53
2024-12-17 07:11:59.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.409e-03, size: 736, ETA: 8:54:50
2024-12-17 07:12:01.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.409e-03, size: 672, ETA: 8:54:48
2024-12-17 07:12:03.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 90/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.409e-03, size: 640, ETA: 8:54:45
2024-12-17 07:12:06.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.409e-03, size: 704, ETA: 8:54:44
2024-12-17 07:12:08.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.409e-03, size: 736, ETA: 8:54:42
2024-12-17 07:12:11.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.409e-03, size: 544, ETA: 8:54:40
2024-12-17 07:12:13.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.408e-03, size: 576, ETA: 8:54:38
2024-12-17 07:12:16.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.408e-03, size: 704, ETA: 8:54:36
2024-12-17 07:12:18.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.408e-03, size: 608, ETA: 8:54:34
2024-12-17 07:12:20.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.408e-03, size: 608, ETA: 8:54:31
2024-12-17 07:12:22.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.408e-03, size: 736, ETA: 8:54:29
2024-12-17 07:12:24.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.408e-03, size: 576, ETA: 8:54:26
2024-12-17 07:12:26.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.407e-03, size: 544, ETA: 8:54:24
2024-12-17 07:12:28.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.407e-03, size: 736, ETA: 8:54:22
2024-12-17 07:12:30.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.407e-03, size: 576, ETA: 8:54:19
2024-12-17 07:12:32.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.407e-03, size: 640, ETA: 8:54:17
2024-12-17 07:12:35.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.407e-03, size: 640, ETA: 8:54:15
2024-12-17 07:12:37.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.407e-03, size: 736, ETA: 8:54:13
2024-12-17 07:12:39.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.407e-03, size: 736, ETA: 8:54:11
2024-12-17 07:12:41.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.406e-03, size: 544, ETA: 8:54:08
2024-12-17 07:12:43.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 270/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.406e-03, size: 576, ETA: 8:54:05
2024-12-17 07:12:45.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.406e-03, size: 736, ETA: 8:54:03
2024-12-17 07:12:48.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.406e-03, size: 736, ETA: 8:54:01
2024-12-17 07:12:50.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.406e-03, size: 640, ETA: 8:53:59
2024-12-17 07:12:52.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.406e-03, size: 608, ETA: 8:53:57
2024-12-17 07:12:54.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.405e-03, size: 608, ETA: 8:53:54
2024-12-17 07:12:57.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.405e-03, size: 672, ETA: 8:53:53
2024-12-17 07:12:59.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.405e-03, size: 576, ETA: 8:53:51
2024-12-17 07:13:01.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.405e-03, size: 544, ETA: 8:53:48
2024-12-17 07:13:03.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.405e-03, size: 608, ETA: 8:53:46
2024-12-17 07:13:05.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.405e-03, size: 608, ETA: 8:53:43
2024-12-17 07:13:07.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 380/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.404e-03, size: 704, ETA: 8:53:41
2024-12-17 07:13:09.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.404e-03, size: 736, ETA: 8:53:39
2024-12-17 07:13:11.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.404e-03, size: 640, ETA: 8:53:36
2024-12-17 07:13:13.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 410/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.404e-03, size: 608, ETA: 8:53:34
2024-12-17 07:13:16.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.404e-03, size: 704, ETA: 8:53:32
2024-12-17 07:13:18.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.404e-03, size: 704, ETA: 8:53:30
2024-12-17 07:13:21.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.403e-03, size: 576, ETA: 8:53:28
2024-12-17 07:13:24.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.403e-03, size: 576, ETA: 8:53:27
2024-12-17 07:13:27.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.403e-03, size: 736, ETA: 8:53:25
2024-12-17 07:13:29.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.403e-03, size: 736, ETA: 8:53:23
2024-12-17 07:13:31.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.403e-03, size: 672, ETA: 8:53:20
2024-12-17 07:13:32.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.403e-03, size: 640, ETA: 8:53:18
2024-12-17 07:13:35.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.402e-03, size: 736, ETA: 8:53:15
2024-12-17 07:13:36.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.402e-03, size: 576, ETA: 8:53:13
2024-12-17 07:13:39.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.402e-03, size: 576, ETA: 8:53:10
2024-12-17 07:13:41.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.402e-03, size: 736, ETA: 8:53:09
2024-12-17 07:13:44.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.402e-03, size: 640, ETA: 8:53:07
2024-12-17 07:13:46.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.402e-03, size: 640, ETA: 8:53:05
2024-12-17 07:13:49.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.292s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.402e-03, size: 640, ETA: 8:53:04
2024-12-17 07:13:51.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.401e-03, size: 640, ETA: 8:53:01
2024-12-17 07:13:54.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.401e-03, size: 736, ETA: 8:52:59
2024-12-17 07:13:55.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.401e-03, size: 672, ETA: 8:52:57
2024-12-17 07:13:58.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.401e-03, size: 736, ETA: 8:52:54
2024-12-17 07:14:00.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.401e-03, size: 704, ETA: 8:52:52
2024-12-17 07:14:02.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.401e-03, size: 608, ETA: 8:52:49
2024-12-17 07:14:04.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 630/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.400e-03, size: 544, ETA: 8:52:47
2024-12-17 07:14:06.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.400e-03, size: 640, ETA: 8:52:45
2024-12-17 07:14:09.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.400e-03, size: 576, ETA: 8:52:44
2024-12-17 07:14:12.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.400e-03, size: 736, ETA: 8:52:42
2024-12-17 07:14:15.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.282s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.400e-03, size: 544, ETA: 8:52:41
2024-12-17 07:14:17.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.400e-03, size: 704, ETA: 8:52:38
2024-12-17 07:14:19.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.399e-03, size: 736, ETA: 8:52:36
2024-12-17 07:14:21.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.399e-03, size: 672, ETA: 8:52:34
2024-12-17 07:14:23.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.399e-03, size: 544, ETA: 8:52:31
2024-12-17 07:14:25.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.399e-03, size: 544, ETA: 8:52:28
2024-12-17 07:14:27.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.399e-03, size: 608, ETA: 8:52:26
2024-12-17 07:14:29.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.399e-03, size: 608, ETA: 8:52:24
2024-12-17 07:14:31.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.398e-03, size: 640, ETA: 8:52:22
2024-12-17 07:14:34.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.398e-03, size: 736, ETA: 8:52:20
2024-12-17 07:14:37.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.4, lr: 1.398e-03, size: 576, ETA: 8:52:19
2024-12-17 07:14:40.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.272s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.398e-03, size: 640, ETA: 8:52:17
2024-12-17 07:14:41.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.398e-03, size: 544, ETA: 8:52:14
2024-12-17 07:14:43.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.398e-03, size: 640, ETA: 8:52:12
2024-12-17 07:14:45.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.397e-03, size: 736, ETA: 8:52:09
2024-12-17 07:14:47.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.397e-03, size: 544, ETA: 8:52:07
2024-12-17 07:14:49.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.397e-03, size: 704, ETA: 8:52:04
2024-12-17 07:14:51.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.397e-03, size: 704, ETA: 8:52:02
2024-12-17 07:14:53.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.397e-03, size: 576, ETA: 8:51:59
2024-12-17 07:14:56.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.397e-03, size: 672, ETA: 8:51:57
2024-12-17 07:14:58.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.397e-03, size: 544, ETA: 8:51:55
2024-12-17 07:15:01.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.396e-03, size: 704, ETA: 8:51:54
2024-12-17 07:15:04.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.396e-03, size: 704, ETA: 8:51:52
2024-12-17 07:15:06.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.396e-03, size: 736, ETA: 8:51:50
2024-12-17 07:15:08.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.396e-03, size: 704, ETA: 8:51:48
2024-12-17 07:15:10.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.396e-03, size: 672, ETA: 8:51:45
2024-12-17 07:15:12.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.396e-03, size: 608, ETA: 8:51:43
2024-12-17 07:15:14.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.395e-03, size: 640, ETA: 8:51:40
2024-12-17 07:15:16.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.395e-03, size: 640, ETA: 8:51:38
2024-12-17 07:15:18.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.395e-03, size: 704, ETA: 8:51:36
2024-12-17 07:15:21.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.395e-03, size: 704, ETA: 8:51:34
2024-12-17 07:15:23.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.395e-03, size: 672, ETA: 8:51:31
2024-12-17 07:15:25.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.395e-03, size: 736, ETA: 8:51:29
2024-12-17 07:15:27.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.394e-03, size: 608, ETA: 8:51:27
2024-12-17 07:15:30.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.394e-03, size: 704, ETA: 8:51:25
2024-12-17 07:15:33.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.394e-03, size: 704, ETA: 8:51:24
2024-12-17 07:15:35.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.394e-03, size: 608, ETA: 8:51:22
2024-12-17 07:15:37.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.394e-03, size: 608, ETA: 8:51:19
2024-12-17 07:15:38.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.394e-03, size: 544, ETA: 8:51:16
2024-12-17 07:15:41.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.393e-03, size: 736, ETA: 8:51:14
2024-12-17 07:15:42.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.393e-03, size: 608, ETA: 8:51:11
2024-12-17 07:15:44.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.393e-03, size: 672, ETA: 8:51:09
2024-12-17 07:15:46.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.393e-03, size: 672, ETA: 8:51:06
2024-12-17 07:15:49.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.393e-03, size: 576, ETA: 8:51:04
2024-12-17 07:15:51.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.393e-03, size: 704, ETA: 8:51:02
2024-12-17 07:15:53.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.392e-03, size: 640, ETA: 8:50:59
2024-12-17 07:15:55.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.392e-03, size: 640, ETA: 8:50:57
2024-12-17 07:15:57.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.392e-03, size: 704, ETA: 8:50:55
2024-12-17 07:15:59.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.392e-03, size: 576, ETA: 8:50:52
2024-12-17 07:16:02.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.392e-03, size: 672, ETA: 8:50:51
2024-12-17 07:16:04.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.392e-03, size: 672, ETA: 8:50:49
2024-12-17 07:16:07.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.391e-03, size: 736, ETA: 8:50:47
2024-12-17 07:16:09.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.391e-03, size: 672, ETA: 8:50:45
2024-12-17 07:16:11.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.391e-03, size: 704, ETA: 8:50:42
2024-12-17 07:16:13.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.391e-03, size: 640, ETA: 8:50:40
2024-12-17 07:16:15.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.391e-03, size: 704, ETA: 8:50:38
2024-12-17 07:16:17.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.391e-03, size: 608, ETA: 8:50:35
2024-12-17 07:16:20.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.391e-03, size: 736, ETA: 8:50:33
2024-12-17 07:16:22.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.390e-03, size: 736, ETA: 8:50:31
2024-12-17 07:16:25.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.390e-03, size: 704, ETA: 8:50:29
2024-12-17 07:16:27.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.260s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.390e-03, size: 640, ETA: 8:50:28
2024-12-17 07:16:30.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.315s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.390e-03, size: 736, ETA: 8:50:27
2024-12-17 07:16:32.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.390e-03, size: 576, ETA: 8:50:24
2024-12-17 07:16:34.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.390e-03, size: 608, ETA: 8:50:21
2024-12-17 07:16:36.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.389e-03, size: 544, ETA: 8:50:18
2024-12-17 07:16:38.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.389e-03, size: 544, ETA: 8:50:16
2024-12-17 07:16:39.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.389e-03, size: 672, ETA: 8:50:13
2024-12-17 07:16:41.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.389e-03, size: 608, ETA: 8:50:11
2024-12-17 07:16:44.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.389e-03, size: 640, ETA: 8:50:09
2024-12-17 07:16:46.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.389e-03, size: 704, ETA: 8:50:07
2024-12-17 07:16:49.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.388e-03, size: 704, ETA: 8:50:05
2024-12-17 07:16:52.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.388e-03, size: 704, ETA: 8:50:03
2024-12-17 07:16:54.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.388e-03, size: 576, ETA: 8:50:02
2024-12-17 07:16:56.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.388e-03, size: 672, ETA: 8:49:59
2024-12-17 07:16:58.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.388e-03, size: 672, ETA: 8:49:57
2024-12-17 07:17:01.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.388e-03, size: 608, ETA: 8:49:55
2024-12-17 07:17:03.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.387e-03, size: 576, ETA: 8:49:53
2024-12-17 07:17:05.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.387e-03, size: 544, ETA: 8:49:50
2024-12-17 07:17:07.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.387e-03, size: 672, ETA: 8:49:48
2024-12-17 07:17:09.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.387e-03, size: 672, ETA: 8:49:45
2024-12-17 07:17:11.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.387e-03, size: 608, ETA: 8:49:43
2024-12-17 07:17:13.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.387e-03, size: 672, ETA: 8:49:40
2024-12-17 07:17:15.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.386e-03, size: 608, ETA: 8:49:38
2024-12-17 07:17:18.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.386e-03, size: 736, ETA: 8:49:36
2024-12-17 07:17:20.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.386e-03, size: 704, ETA: 8:49:35
2024-12-17 07:17:23.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.386e-03, size: 576, ETA: 8:49:33
2024-12-17 07:17:25.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.386e-03, size: 544, ETA: 8:49:31
2024-12-17 07:17:27.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.386e-03, size: 544, ETA: 8:49:28
2024-12-17 07:17:29.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.386e-03, size: 736, ETA: 8:49:26
2024-12-17 07:17:31.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.385e-03, size: 672, ETA: 8:49:23
2024-12-17 07:17:33.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.385e-03, size: 672, ETA: 8:49:21
2024-12-17 07:17:35.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.173s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.385e-03, size: 608, ETA: 8:49:18
2024-12-17 07:17:37.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.385e-03, size: 576, ETA: 8:49:16
2024-12-17 07:17:39.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.385e-03, size: 736, ETA: 8:49:14
2024-12-17 07:17:42.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.385e-03, size: 736, ETA: 8:49:12
2024-12-17 07:17:44.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.384e-03, size: 608, ETA: 8:49:10
2024-12-17 07:17:47.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.384e-03, size: 704, ETA: 8:49:08
2024-12-17 07:17:49.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.384e-03, size: 640, ETA: 8:49:06
2024-12-17 07:17:51.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 1.384e-03, size: 672, ETA: 8:49:04
2024-12-17 07:17:53.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.384e-03, size: 544, ETA: 8:49:01
2024-12-17 07:17:55.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.384e-03, size: 704, ETA: 8:48:58
2024-12-17 07:17:57.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.383e-03, size: 544, ETA: 8:48:56
2024-12-17 07:17:59.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.383e-03, size: 736, ETA: 8:48:53
2024-12-17 07:18:01.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.383e-03, size: 608, ETA: 8:48:51
2024-12-17 07:18:03.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.383e-03, size: 608, ETA: 8:48:49
2024-12-17 07:18:05.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.383e-03, size: 704, ETA: 8:48:47
2024-12-17 07:18:08.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.383e-03, size: 672, ETA: 8:48:45
2024-12-17 07:18:11.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.382e-03, size: 608, ETA: 8:48:43
2024-12-17 07:18:13.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.382e-03, size: 544, ETA: 8:48:41
2024-12-17 07:18:15.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.382e-03, size: 544, ETA: 8:48:38
2024-12-17 07:18:17.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.382e-03, size: 736, ETA: 8:48:36
2024-12-17 07:18:19.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.382e-03, size: 704, ETA: 8:48:33
2024-12-17 07:18:21.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.382e-03, size: 544, ETA: 8:48:31
2024-12-17 07:18:23.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.381e-03, size: 640, ETA: 8:48:28
2024-12-17 07:18:25.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.381e-03, size: 608, ETA: 8:48:26
2024-12-17 07:18:27.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.381e-03, size: 672, ETA: 8:48:24
2024-12-17 07:18:29.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.381e-03, size: 704, ETA: 8:48:22
2024-12-17 07:18:32.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.381e-03, size: 544, ETA: 8:48:20
2024-12-17 07:18:34.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.381e-03, size: 640, ETA: 8:48:18
2024-12-17 07:18:37.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.381e-03, size: 608, ETA: 8:48:16
2024-12-17 07:18:39.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.380e-03, size: 576, ETA: 8:48:14
2024-12-17 07:18:41.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.380e-03, size: 736, ETA: 8:48:11
2024-12-17 07:18:43.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.380e-03, size: 704, ETA: 8:48:09
2024-12-17 07:18:45.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.380e-03, size: 672, ETA: 8:48:07
2024-12-17 07:18:47.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.380e-03, size: 672, ETA: 8:48:04
2024-12-17 07:18:49.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.380e-03, size: 704, ETA: 8:48:02
2024-12-17 07:18:52.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.379e-03, size: 704, ETA: 8:48:00
2024-12-17 07:18:54.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.379e-03, size: 704, ETA: 8:47:58
2024-12-17 07:18:57.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.379e-03, size: 672, ETA: 8:47:57
2024-12-17 07:19:00.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.379e-03, size: 736, ETA: 8:47:55
2024-12-17 07:19:03.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.379e-03, size: 672, ETA: 8:47:53
2024-12-17 07:19:04.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.379e-03, size: 576, ETA: 8:47:51
2024-12-17 07:19:06.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.378e-03, size: 608, ETA: 8:47:48
2024-12-17 07:19:08.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.378e-03, size: 608, ETA: 8:47:46
2024-12-17 07:19:10.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.378e-03, size: 608, ETA: 8:47:43
2024-12-17 07:19:12.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.378e-03, size: 704, ETA: 8:47:41
2024-12-17 07:19:15.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.378e-03, size: 736, ETA: 8:47:39
2024-12-17 07:19:17.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.378e-03, size: 736, ETA: 8:47:37
2024-12-17 07:19:20.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.377e-03, size: 704, ETA: 8:47:35
2024-12-17 07:19:23.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.377e-03, size: 672, ETA: 8:47:34
2024-12-17 07:19:26.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.308s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.377e-03, size: 704, ETA: 8:47:33
2024-12-17 07:19:28.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.377e-03, size: 576, ETA: 8:47:30
2024-12-17 07:19:30.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.377e-03, size: 704, ETA: 8:47:28
2024-12-17 07:19:32.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.377e-03, size: 640, ETA: 8:47:26
2024-12-17 07:19:34.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.376e-03, size: 672, ETA: 8:47:23
2024-12-17 07:19:36.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.376e-03, size: 704, ETA: 8:47:21
2024-12-17 07:19:38.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.376e-03, size: 576, ETA: 8:47:19
2024-12-17 07:19:40.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.376e-03, size: 544, ETA: 8:47:16
2024-12-17 07:19:43.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.376e-03, size: 608, ETA: 8:47:14
2024-12-17 07:19:45.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.376e-03, size: 672, ETA: 8:47:12
2024-12-17 07:19:47.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.375e-03, size: 672, ETA: 8:47:10
2024-12-17 07:19:50.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.375e-03, size: 576, ETA: 8:47:08
2024-12-17 07:19:53.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.273s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.375e-03, size: 736, ETA: 8:47:07
2024-12-17 07:19:55.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.375e-03, size: 736, ETA: 8:47:04
2024-12-17 07:19:57.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.375e-03, size: 608, ETA: 8:47:02
2024-12-17 07:19:59.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.375e-03, size: 640, ETA: 8:46:59
2024-12-17 07:20:01.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.375e-03, size: 544, ETA: 8:46:57
2024-12-17 07:20:03.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.374e-03, size: 576, ETA: 8:46:54
2024-12-17 07:20:05.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.374e-03, size: 704, ETA: 8:46:52
2024-12-17 07:20:07.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.374e-03, size: 640, ETA: 8:46:50
2024-12-17 07:20:09.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.374e-03, size: 736, ETA: 8:46:48
2024-12-17 07:20:12.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.374e-03, size: 640, ETA: 8:46:46
2024-12-17 07:20:14.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.374e-03, size: 544, ETA: 8:46:44
2024-12-17 07:20:17.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.373e-03, size: 544, ETA: 8:46:42
2024-12-17 07:20:19.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.373e-03, size: 544, ETA: 8:46:40
2024-12-17 07:20:21.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.373e-03, size: 640, ETA: 8:46:37
2024-12-17 07:20:23.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.373e-03, size: 576, ETA: 8:46:35
2024-12-17 07:20:25.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.373e-03, size: 640, ETA: 8:46:32
2024-12-17 07:20:27.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.373e-03, size: 576, ETA: 8:46:30
2024-12-17 07:20:29.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.372e-03, size: 640, ETA: 8:46:27
2024-12-17 07:20:31.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.372e-03, size: 544, ETA: 8:46:25
2024-12-17 07:20:34.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.266s, data_time: 0.009s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.372e-03, size: 608, ETA: 8:46:23
2024-12-17 07:20:36.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.372e-03, size: 704, ETA: 8:46:21
2024-12-17 07:20:39.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.372e-03, size: 672, ETA: 8:46:20
2024-12-17 07:20:42.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.372e-03, size: 640, ETA: 8:46:18
2024-12-17 07:20:44.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 51/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.371e-03, size: 672, ETA: 8:46:16
2024-12-17 07:20:45.811 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 07:20:46.237 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch52
2024-12-17 07:20:48.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.371e-03, size: 672, ETA: 8:46:13
2024-12-17 07:20:50.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 20/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.371e-03, size: 736, ETA: 8:46:11
2024-12-17 07:20:52.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 30/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.371e-03, size: 640, ETA: 8:46:09
2024-12-17 07:20:54.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.371e-03, size: 736, ETA: 8:46:06
2024-12-17 07:20:57.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 50/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.371e-03, size: 608, ETA: 8:46:04
2024-12-17 07:20:59.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.370e-03, size: 672, ETA: 8:46:02
2024-12-17 07:21:01.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.370e-03, size: 640, ETA: 8:45:59
2024-12-17 07:21:03.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.370e-03, size: 704, ETA: 8:45:57
2024-12-17 07:21:04.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.370e-03, size: 640, ETA: 8:45:54
2024-12-17 07:21:06.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.370e-03, size: 640, ETA: 8:45:52
2024-12-17 07:21:08.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.370e-03, size: 704, ETA: 8:45:49
2024-12-17 07:21:11.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.369e-03, size: 640, ETA: 8:45:47
2024-12-17 07:21:13.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.369e-03, size: 704, ETA: 8:45:45
2024-12-17 07:21:15.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 140/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.369e-03, size: 640, ETA: 8:45:43
2024-12-17 07:21:18.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.369e-03, size: 736, ETA: 8:45:41
2024-12-17 07:21:20.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.369e-03, size: 576, ETA: 8:45:39
2024-12-17 07:21:23.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.369e-03, size: 576, ETA: 8:45:38
2024-12-17 07:21:26.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.368e-03, size: 672, ETA: 8:45:36
2024-12-17 07:21:28.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.368e-03, size: 576, ETA: 8:45:34
2024-12-17 07:21:30.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.368e-03, size: 640, ETA: 8:45:31
2024-12-17 07:21:32.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.368e-03, size: 704, ETA: 8:45:29
2024-12-17 07:21:34.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.368e-03, size: 640, ETA: 8:45:26
2024-12-17 07:21:36.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.368e-03, size: 576, ETA: 8:45:24
2024-12-17 07:21:38.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.367e-03, size: 704, ETA: 8:45:21
2024-12-17 07:21:40.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.367e-03, size: 672, ETA: 8:45:19
2024-12-17 07:21:43.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.367e-03, size: 736, ETA: 8:45:17
2024-12-17 07:21:45.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.367e-03, size: 672, ETA: 8:45:16
2024-12-17 07:21:48.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.367e-03, size: 544, ETA: 8:45:14
2024-12-17 07:21:51.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.300s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.367e-03, size: 704, ETA: 8:45:13
2024-12-17 07:21:53.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.367e-03, size: 576, ETA: 8:45:10
2024-12-17 07:21:55.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.366e-03, size: 640, ETA: 8:45:08
2024-12-17 07:21:57.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.366e-03, size: 640, ETA: 8:45:05
2024-12-17 07:21:59.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.366e-03, size: 544, ETA: 8:45:03
2024-12-17 07:22:01.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.366e-03, size: 704, ETA: 8:45:01
2024-12-17 07:22:03.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.366e-03, size: 576, ETA: 8:44:58
2024-12-17 07:22:05.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.366e-03, size: 672, ETA: 8:44:56
2024-12-17 07:22:08.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.365e-03, size: 608, ETA: 8:44:54
2024-12-17 07:22:10.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.365e-03, size: 544, ETA: 8:44:52
2024-12-17 07:22:12.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 390/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.365e-03, size: 672, ETA: 8:44:50
2024-12-17 07:22:15.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.365e-03, size: 736, ETA: 8:44:48
2024-12-17 07:22:18.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.365e-03, size: 640, ETA: 8:44:46
2024-12-17 07:22:20.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.365e-03, size: 544, ETA: 8:44:44
2024-12-17 07:22:21.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.364e-03, size: 544, ETA: 8:44:41
2024-12-17 07:22:24.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.364e-03, size: 608, ETA: 8:44:39
2024-12-17 07:22:26.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.364e-03, size: 672, ETA: 8:44:37
2024-12-17 07:22:28.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.364e-03, size: 608, ETA: 8:44:34
2024-12-17 07:22:30.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.364e-03, size: 544, ETA: 8:44:32
2024-12-17 07:22:32.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.364e-03, size: 672, ETA: 8:44:30
2024-12-17 07:22:34.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.363e-03, size: 576, ETA: 8:44:28
2024-12-17 07:22:37.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.363e-03, size: 544, ETA: 8:44:25
2024-12-17 07:22:39.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.363e-03, size: 608, ETA: 8:44:23
2024-12-17 07:22:41.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.363e-03, size: 608, ETA: 8:44:21
2024-12-17 07:22:44.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.363e-03, size: 608, ETA: 8:44:19
2024-12-17 07:22:46.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.363e-03, size: 608, ETA: 8:44:18
2024-12-17 07:22:49.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.362e-03, size: 608, ETA: 8:44:15
2024-12-17 07:22:51.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 560/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.362e-03, size: 640, ETA: 8:44:13
2024-12-17 07:22:53.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.362e-03, size: 544, ETA: 8:44:11
2024-12-17 07:22:55.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.362e-03, size: 736, ETA: 8:44:09
2024-12-17 07:22:58.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 590/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.362e-03, size: 576, ETA: 8:44:07
2024-12-17 07:23:01.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.362e-03, size: 576, ETA: 8:44:05
2024-12-17 07:23:03.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.362e-03, size: 736, ETA: 8:44:03
2024-12-17 07:23:05.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.361e-03, size: 672, ETA: 8:44:01
2024-12-17 07:23:07.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.361e-03, size: 640, ETA: 8:43:58
2024-12-17 07:23:09.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.361e-03, size: 544, ETA: 8:43:56
2024-12-17 07:23:11.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.361e-03, size: 608, ETA: 8:43:53
2024-12-17 07:23:13.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.361e-03, size: 608, ETA: 8:43:51
2024-12-17 07:23:15.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.361e-03, size: 576, ETA: 8:43:49
2024-12-17 07:23:18.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.360e-03, size: 576, ETA: 8:43:47
2024-12-17 07:23:20.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.360e-03, size: 736, ETA: 8:43:45
2024-12-17 07:23:23.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.360e-03, size: 704, ETA: 8:43:43
2024-12-17 07:23:25.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.360e-03, size: 640, ETA: 8:43:42
2024-12-17 07:23:28.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.360e-03, size: 544, ETA: 8:43:39
2024-12-17 07:23:30.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.360e-03, size: 544, ETA: 8:43:37
2024-12-17 07:23:32.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.359e-03, size: 672, ETA: 8:43:34
2024-12-17 07:23:34.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.359e-03, size: 608, ETA: 8:43:33
2024-12-17 07:23:36.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.359e-03, size: 544, ETA: 8:43:30
2024-12-17 07:23:39.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.359e-03, size: 736, ETA: 8:43:28
2024-12-17 07:23:41.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.359e-03, size: 544, ETA: 8:43:26
2024-12-17 07:23:43.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.359e-03, size: 640, ETA: 8:43:23
2024-12-17 07:23:45.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.358e-03, size: 640, ETA: 8:43:21
2024-12-17 07:23:47.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.358e-03, size: 672, ETA: 8:43:19
2024-12-17 07:23:50.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.358e-03, size: 608, ETA: 8:43:17
2024-12-17 07:23:52.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.358e-03, size: 672, ETA: 8:43:15
2024-12-17 07:23:55.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.358e-03, size: 640, ETA: 8:43:13
2024-12-17 07:23:57.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.358e-03, size: 608, ETA: 8:43:11
2024-12-17 07:23:59.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.357e-03, size: 736, ETA: 8:43:09
2024-12-17 07:24:01.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.357e-03, size: 640, ETA: 8:43:07
2024-12-17 07:24:03.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.357e-03, size: 640, ETA: 8:43:04
2024-12-17 07:24:05.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.357e-03, size: 736, ETA: 8:43:02
2024-12-17 07:24:08.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.357e-03, size: 704, ETA: 8:43:00
2024-12-17 07:24:10.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.357e-03, size: 736, ETA: 8:42:57
2024-12-17 07:24:12.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.356e-03, size: 672, ETA: 8:42:56
2024-12-17 07:24:15.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.356e-03, size: 576, ETA: 8:42:53
2024-12-17 07:24:18.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.356e-03, size: 736, ETA: 8:42:52
2024-12-17 07:24:20.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.356e-03, size: 576, ETA: 8:42:50
2024-12-17 07:24:23.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.356e-03, size: 672, ETA: 8:42:48
2024-12-17 07:24:25.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.356e-03, size: 704, ETA: 8:42:46
2024-12-17 07:24:27.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.356e-03, size: 640, ETA: 8:42:44
2024-12-17 07:24:29.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.355e-03, size: 736, ETA: 8:42:41
2024-12-17 07:24:31.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.355e-03, size: 640, ETA: 8:42:39
2024-12-17 07:24:33.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.355e-03, size: 704, ETA: 8:42:37
2024-12-17 07:24:35.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.355e-03, size: 640, ETA: 8:42:34
2024-12-17 07:24:38.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.355e-03, size: 576, ETA: 8:42:32
2024-12-17 07:24:40.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.355e-03, size: 736, ETA: 8:42:30
2024-12-17 07:24:42.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.354e-03, size: 704, ETA: 8:42:28
2024-12-17 07:24:44.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.354e-03, size: 608, ETA: 8:42:25
2024-12-17 07:24:46.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.354e-03, size: 544, ETA: 8:42:23
2024-12-17 07:24:49.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.354e-03, size: 736, ETA: 8:42:21
2024-12-17 07:24:51.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.354e-03, size: 672, ETA: 8:42:20
2024-12-17 07:24:54.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.354e-03, size: 704, ETA: 8:42:18
2024-12-17 07:24:57.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.353e-03, size: 672, ETA: 8:42:16
2024-12-17 07:24:59.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.353e-03, size: 640, ETA: 8:42:14
2024-12-17 07:25:01.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.353e-03, size: 640, ETA: 8:42:11
2024-12-17 07:25:03.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.353e-03, size: 576, ETA: 8:42:09
2024-12-17 07:25:05.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.353e-03, size: 640, ETA: 8:42:07
2024-12-17 07:25:07.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.353e-03, size: 608, ETA: 8:42:05
2024-12-17 07:25:10.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.352e-03, size: 672, ETA: 8:42:03
2024-12-17 07:25:13.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.352e-03, size: 544, ETA: 8:42:01
2024-12-17 07:25:15.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.352e-03, size: 704, ETA: 8:41:59
2024-12-17 07:25:17.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.352e-03, size: 640, ETA: 8:41:56
2024-12-17 07:25:19.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.352e-03, size: 704, ETA: 8:41:54
2024-12-17 07:25:21.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.352e-03, size: 608, ETA: 8:41:52
2024-12-17 07:25:24.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.351e-03, size: 704, ETA: 8:41:50
2024-12-17 07:25:27.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.279s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.351e-03, size: 544, ETA: 8:41:49
2024-12-17 07:25:30.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.351e-03, size: 736, ETA: 8:41:47
2024-12-17 07:25:32.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.351e-03, size: 576, ETA: 8:41:45
2024-12-17 07:25:34.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.351e-03, size: 704, ETA: 8:41:43
2024-12-17 07:25:36.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.351e-03, size: 544, ETA: 8:41:40
2024-12-17 07:25:37.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.350e-03, size: 672, ETA: 8:41:37
2024-12-17 07:25:39.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.350e-03, size: 704, ETA: 8:41:35
2024-12-17 07:25:42.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.350e-03, size: 736, ETA: 8:41:33
2024-12-17 07:25:44.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.350e-03, size: 736, ETA: 8:41:31
2024-12-17 07:25:47.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.350e-03, size: 704, ETA: 8:41:29
2024-12-17 07:25:50.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.350e-03, size: 608, ETA: 8:41:28
2024-12-17 07:25:52.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.350e-03, size: 672, ETA: 8:41:25
2024-12-17 07:25:54.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.349e-03, size: 704, ETA: 8:41:22
2024-12-17 07:25:55.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.349e-03, size: 544, ETA: 8:41:20
2024-12-17 07:25:57.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.349e-03, size: 704, ETA: 8:41:17
2024-12-17 07:25:59.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.349e-03, size: 672, ETA: 8:41:15
2024-12-17 07:26:01.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.349e-03, size: 544, ETA: 8:41:12
2024-12-17 07:26:03.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.349e-03, size: 576, ETA: 8:41:10
2024-12-17 07:26:06.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.348e-03, size: 672, ETA: 8:41:08
2024-12-17 07:26:08.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.348e-03, size: 672, ETA: 8:41:06
2024-12-17 07:26:11.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.348e-03, size: 672, ETA: 8:41:04
2024-12-17 07:26:13.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.348e-03, size: 736, ETA: 8:41:03
2024-12-17 07:26:15.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.348e-03, size: 544, ETA: 8:41:00
2024-12-17 07:26:17.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.348e-03, size: 672, ETA: 8:40:58
2024-12-17 07:26:19.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.347e-03, size: 672, ETA: 8:40:55
2024-12-17 07:26:21.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.347e-03, size: 576, ETA: 8:40:53
2024-12-17 07:26:23.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.347e-03, size: 736, ETA: 8:40:50
2024-12-17 07:26:25.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.347e-03, size: 640, ETA: 8:40:48
2024-12-17 07:26:27.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.347e-03, size: 672, ETA: 8:40:46
2024-12-17 07:26:30.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.347e-03, size: 544, ETA: 8:40:43
2024-12-17 07:26:32.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.346e-03, size: 544, ETA: 8:40:42
2024-12-17 07:26:35.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.346e-03, size: 704, ETA: 8:40:40
2024-12-17 07:26:38.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.346e-03, size: 672, ETA: 8:40:38
2024-12-17 07:26:39.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.346e-03, size: 576, ETA: 8:40:35
2024-12-17 07:26:41.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.346e-03, size: 544, ETA: 8:40:33
2024-12-17 07:26:43.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.346e-03, size: 608, ETA: 8:40:30
2024-12-17 07:26:45.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.345e-03, size: 736, ETA: 8:40:28
2024-12-17 07:26:48.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.345e-03, size: 576, ETA: 8:40:26
2024-12-17 07:26:49.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.345e-03, size: 576, ETA: 8:40:23
2024-12-17 07:26:52.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.345e-03, size: 736, ETA: 8:40:21
2024-12-17 07:26:54.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.345e-03, size: 704, ETA: 8:40:19
2024-12-17 07:26:57.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.345e-03, size: 736, ETA: 8:40:17
2024-12-17 07:27:00.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.345e-03, size: 672, ETA: 8:40:16
2024-12-17 07:27:02.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.344e-03, size: 640, ETA: 8:40:14
2024-12-17 07:27:04.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.344e-03, size: 544, ETA: 8:40:11
2024-12-17 07:27:06.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.344e-03, size: 736, ETA: 8:40:09
2024-12-17 07:27:08.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.344e-03, size: 672, ETA: 8:40:06
2024-12-17 07:27:10.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.344e-03, size: 672, ETA: 8:40:04
2024-12-17 07:27:12.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.344e-03, size: 608, ETA: 8:40:01
2024-12-17 07:27:14.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.343e-03, size: 640, ETA: 8:39:59
2024-12-17 07:27:16.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.343e-03, size: 672, ETA: 8:39:57
2024-12-17 07:27:18.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.343e-03, size: 544, ETA: 8:39:54
2024-12-17 07:27:20.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.343e-03, size: 640, ETA: 8:39:52
2024-12-17 07:27:22.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.343e-03, size: 736, ETA: 8:39:49
2024-12-17 07:27:24.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.343e-03, size: 544, ETA: 8:39:47
2024-12-17 07:27:26.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.342e-03, size: 608, ETA: 8:39:44
2024-12-17 07:27:28.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.342e-03, size: 640, ETA: 8:39:42
2024-12-17 07:27:30.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.342e-03, size: 576, ETA: 8:39:39
2024-12-17 07:27:32.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.342e-03, size: 640, ETA: 8:39:37
2024-12-17 07:27:34.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.342e-03, size: 544, ETA: 8:39:35
2024-12-17 07:27:37.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.342e-03, size: 736, ETA: 8:39:33
2024-12-17 07:27:40.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.341e-03, size: 672, ETA: 8:39:32
2024-12-17 07:27:43.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.341e-03, size: 608, ETA: 8:39:30
2024-12-17 07:27:45.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.341e-03, size: 640, ETA: 8:39:28
2024-12-17 07:27:46.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.341e-03, size: 608, ETA: 8:39:25
2024-12-17 07:27:48.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.341e-03, size: 544, ETA: 8:39:22
2024-12-17 07:27:50.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.341e-03, size: 544, ETA: 8:39:20
2024-12-17 07:27:52.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.340e-03, size: 544, ETA: 8:39:17
2024-12-17 07:27:54.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.340e-03, size: 672, ETA: 8:39:15
2024-12-17 07:27:56.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.340e-03, size: 576, ETA: 8:39:13
2024-12-17 07:27:59.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.340e-03, size: 608, ETA: 8:39:11
2024-12-17 07:28:02.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.340e-03, size: 576, ETA: 8:39:09
2024-12-17 07:28:04.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.340e-03, size: 576, ETA: 8:39:08
2024-12-17 07:28:07.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.339e-03, size: 608, ETA: 8:39:06
2024-12-17 07:28:09.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.339e-03, size: 736, ETA: 8:39:03
2024-12-17 07:28:11.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.339e-03, size: 544, ETA: 8:39:00
2024-12-17 07:28:13.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.339e-03, size: 576, ETA: 8:38:58
2024-12-17 07:28:15.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.339e-03, size: 608, ETA: 8:38:56
2024-12-17 07:28:16.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.339e-03, size: 640, ETA: 8:38:53
2024-12-17 07:28:19.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.339e-03, size: 704, ETA: 8:38:51
2024-12-17 07:28:21.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.338e-03, size: 576, ETA: 8:38:48
2024-12-17 07:28:23.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.338e-03, size: 544, ETA: 8:38:46
2024-12-17 07:28:25.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.338e-03, size: 672, ETA: 8:38:44
2024-12-17 07:28:27.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.338e-03, size: 608, ETA: 8:38:41
2024-12-17 07:28:29.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.338e-03, size: 576, ETA: 8:38:39
2024-12-17 07:28:31.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.338e-03, size: 544, ETA: 8:38:37
2024-12-17 07:28:33.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.337e-03, size: 704, ETA: 8:38:34
2024-12-17 07:28:35.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.337e-03, size: 544, ETA: 8:38:32
2024-12-17 07:28:37.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.337e-03, size: 608, ETA: 8:38:29
2024-12-17 07:28:39.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.337e-03, size: 640, ETA: 8:38:27
2024-12-17 07:28:41.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.337e-03, size: 544, ETA: 8:38:24
2024-12-17 07:28:43.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.337e-03, size: 608, ETA: 8:38:22
2024-12-17 07:28:45.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.336e-03, size: 576, ETA: 8:38:19
2024-12-17 07:28:47.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.336e-03, size: 640, ETA: 8:38:16
2024-12-17 07:28:49.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.336e-03, size: 608, ETA: 8:38:14
2024-12-17 07:28:50.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.336e-03, size: 608, ETA: 8:38:11
2024-12-17 07:28:53.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.336e-03, size: 640, ETA: 8:38:09
2024-12-17 07:28:55.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.336e-03, size: 736, ETA: 8:38:07
2024-12-17 07:28:58.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.335e-03, size: 544, ETA: 8:38:05
2024-12-17 07:29:00.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.335e-03, size: 544, ETA: 8:38:04
2024-12-17 07:29:03.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.335e-03, size: 576, ETA: 8:38:02
2024-12-17 07:29:05.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.335e-03, size: 576, ETA: 8:38:00
2024-12-17 07:29:07.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.335e-03, size: 736, ETA: 8:37:57
2024-12-17 07:29:09.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.335e-03, size: 672, ETA: 8:37:55
2024-12-17 07:29:11.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.334e-03, size: 672, ETA: 8:37:52
2024-12-17 07:29:13.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.334e-03, size: 576, ETA: 8:37:50
2024-12-17 07:29:15.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.334e-03, size: 640, ETA: 8:37:48
2024-12-17 07:29:18.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.334e-03, size: 672, ETA: 8:37:46
2024-12-17 07:29:21.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.334e-03, size: 736, ETA: 8:37:44
2024-12-17 07:29:23.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.334e-03, size: 672, ETA: 8:37:42
2024-12-17 07:29:25.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.333e-03, size: 640, ETA: 8:37:40
2024-12-17 07:29:27.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.333e-03, size: 544, ETA: 8:37:37
2024-12-17 07:29:29.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.333e-03, size: 608, ETA: 8:37:34
2024-12-17 07:29:30.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.333e-03, size: 544, ETA: 8:37:32
2024-12-17 07:29:32.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.191s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.333e-03, size: 608, ETA: 8:37:29
2024-12-17 07:29:35.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.333e-03, size: 640, ETA: 8:37:27
2024-12-17 07:29:37.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.333e-03, size: 672, ETA: 8:37:25
2024-12-17 07:29:39.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.332e-03, size: 640, ETA: 8:37:23
2024-12-17 07:29:41.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 52/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.332e-03, size: 544, ETA: 8:37:20
2024-12-17 07:29:42.327 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 07:29:42.755 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch53
2024-12-17 07:29:44.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 10/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.332e-03, size: 640, ETA: 8:37:17
2024-12-17 07:29:47.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.332e-03, size: 544, ETA: 8:37:15
2024-12-17 07:29:49.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.332e-03, size: 640, ETA: 8:37:13
2024-12-17 07:29:51.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 40/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.331e-03, size: 704, ETA: 8:37:11
2024-12-17 07:29:54.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.331e-03, size: 576, ETA: 8:37:09
2024-12-17 07:29:56.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 60/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.331e-03, size: 544, ETA: 8:37:07
2024-12-17 07:29:58.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.331e-03, size: 608, ETA: 8:37:04
2024-12-17 07:30:00.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 80/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.331e-03, size: 672, ETA: 8:37:02
2024-12-17 07:30:02.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.331e-03, size: 672, ETA: 8:36:59
2024-12-17 07:30:04.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.331e-03, size: 704, ETA: 8:36:57
2024-12-17 07:30:06.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.330e-03, size: 544, ETA: 8:36:54
2024-12-17 07:30:08.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.330e-03, size: 576, ETA: 8:36:52
2024-12-17 07:30:10.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 130/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.330e-03, size: 736, ETA: 8:36:49
2024-12-17 07:30:12.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.330e-03, size: 672, ETA: 8:36:47
2024-12-17 07:30:15.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 150/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.330e-03, size: 704, ETA: 8:36:45
2024-12-17 07:30:18.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 160/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.330e-03, size: 736, ETA: 8:36:44
2024-12-17 07:30:21.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 170/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.329e-03, size: 576, ETA: 8:36:42
2024-12-17 07:30:23.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.329e-03, size: 608, ETA: 8:36:40
2024-12-17 07:30:25.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 190/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.329e-03, size: 672, ETA: 8:36:38
2024-12-17 07:30:27.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 200/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.329e-03, size: 640, ETA: 8:36:35
2024-12-17 07:30:29.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 210/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.329e-03, size: 640, ETA: 8:36:33
2024-12-17 07:30:31.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.329e-03, size: 544, ETA: 8:36:30
2024-12-17 07:30:33.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 230/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.328e-03, size: 736, ETA: 8:36:28
2024-12-17 07:30:35.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 240/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.328e-03, size: 704, ETA: 8:36:26
2024-12-17 07:30:38.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 250/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.328e-03, size: 672, ETA: 8:36:24
2024-12-17 07:30:40.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 260/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.328e-03, size: 576, ETA: 8:36:22
2024-12-17 07:30:43.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.328e-03, size: 736, ETA: 8:36:20
2024-12-17 07:30:45.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.328e-03, size: 576, ETA: 8:36:18
2024-12-17 07:30:48.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 290/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.252s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.327e-03, size: 608, ETA: 8:36:16
2024-12-17 07:30:50.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 300/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.327e-03, size: 672, ETA: 8:36:14
2024-12-17 07:30:51.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.182s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.327e-03, size: 576, ETA: 8:36:11
2024-12-17 07:30:54.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 320/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.327e-03, size: 736, ETA: 8:36:09
2024-12-17 07:30:56.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.327e-03, size: 576, ETA: 8:36:06
2024-12-17 07:30:58.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.327e-03, size: 672, ETA: 8:36:04
2024-12-17 07:31:00.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.326e-03, size: 640, ETA: 8:36:02
2024-12-17 07:31:02.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.326e-03, size: 672, ETA: 8:36:00
2024-12-17 07:31:05.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 370/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.326e-03, size: 640, ETA: 8:35:58
2024-12-17 07:31:07.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.326e-03, size: 544, ETA: 8:35:56
2024-12-17 07:31:10.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.326e-03, size: 544, ETA: 8:35:54
2024-12-17 07:31:13.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.326e-03, size: 736, ETA: 8:35:53
2024-12-17 07:31:15.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.325e-03, size: 640, ETA: 8:35:50
2024-12-17 07:31:17.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 420/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.325e-03, size: 736, ETA: 8:35:48
2024-12-17 07:31:19.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 430/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.325e-03, size: 672, ETA: 8:35:46
2024-12-17 07:31:21.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 440/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.325e-03, size: 608, ETA: 8:35:43
2024-12-17 07:31:23.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.325e-03, size: 704, ETA: 8:35:41
2024-12-17 07:31:25.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.325e-03, size: 576, ETA: 8:35:39
2024-12-17 07:31:28.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.325e-03, size: 544, ETA: 8:35:37
2024-12-17 07:31:30.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 480/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.324e-03, size: 544, ETA: 8:35:35
2024-12-17 07:31:32.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 490/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.324e-03, size: 640, ETA: 8:35:33
2024-12-17 07:31:35.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 500/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.324e-03, size: 608, ETA: 8:35:31
2024-12-17 07:31:37.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 510/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.324e-03, size: 672, ETA: 8:35:29
2024-12-17 07:31:39.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 520/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.324e-03, size: 608, ETA: 8:35:26
2024-12-17 07:31:42.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 530/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.324e-03, size: 736, ETA: 8:35:24
2024-12-17 07:31:44.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.323e-03, size: 704, ETA: 8:35:22
2024-12-17 07:31:46.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 550/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.323e-03, size: 640, ETA: 8:35:20
2024-12-17 07:31:48.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.323e-03, size: 608, ETA: 8:35:17
2024-12-17 07:31:50.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 570/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.323e-03, size: 736, ETA: 8:35:15
2024-12-17 07:31:52.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 580/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.323e-03, size: 704, ETA: 8:35:13
2024-12-17 07:31:55.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.323e-03, size: 576, ETA: 8:35:11
2024-12-17 07:31:57.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 600/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.322e-03, size: 672, ETA: 8:35:09
2024-12-17 07:32:00.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 610/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.322e-03, size: 736, ETA: 8:35:08
2024-12-17 07:32:03.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 620/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.322e-03, size: 672, ETA: 8:35:06
2024-12-17 07:32:05.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.322e-03, size: 608, ETA: 8:35:03
2024-12-17 07:32:07.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 640/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.322e-03, size: 544, ETA: 8:35:01
2024-12-17 07:32:09.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 650/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.322e-03, size: 576, ETA: 8:34:58
2024-12-17 07:32:11.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 660/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.321e-03, size: 704, ETA: 8:34:56
2024-12-17 07:32:13.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 670/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.321e-03, size: 672, ETA: 8:34:54
2024-12-17 07:32:15.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 680/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.321e-03, size: 672, ETA: 8:34:51
2024-12-17 07:32:17.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 690/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.321e-03, size: 544, ETA: 8:34:49
2024-12-17 07:32:20.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.321e-03, size: 608, ETA: 8:34:47
2024-12-17 07:32:22.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 710/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.321e-03, size: 544, ETA: 8:34:45
2024-12-17 07:32:25.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 720/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.320e-03, size: 640, ETA: 8:34:44
2024-12-17 07:32:28.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.320e-03, size: 704, ETA: 8:34:42
2024-12-17 07:32:30.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.320e-03, size: 544, ETA: 8:34:40
2024-12-17 07:32:32.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.320e-03, size: 736, ETA: 8:34:38
2024-12-17 07:32:35.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.320e-03, size: 576, ETA: 8:34:36
2024-12-17 07:32:38.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.320e-03, size: 704, ETA: 8:34:34
2024-12-17 07:32:40.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 780/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.319e-03, size: 672, ETA: 8:34:32
2024-12-17 07:32:42.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 790/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.319e-03, size: 608, ETA: 8:34:30
2024-12-17 07:32:44.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 800/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.319e-03, size: 640, ETA: 8:34:27
2024-12-17 07:32:46.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.319e-03, size: 576, ETA: 8:34:25
2024-12-17 07:32:48.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.319e-03, size: 672, ETA: 8:34:22
2024-12-17 07:32:50.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.319e-03, size: 672, ETA: 8:34:20
2024-12-17 07:32:52.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 840/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.319e-03, size: 736, ETA: 8:34:18
2024-12-17 07:32:55.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.318e-03, size: 608, ETA: 8:34:16
2024-12-17 07:32:57.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.318e-03, size: 704, ETA: 8:34:14
2024-12-17 07:33:00.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.318e-03, size: 608, ETA: 8:34:13
2024-12-17 07:33:03.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 880/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.318e-03, size: 704, ETA: 8:34:11
2024-12-17 07:33:05.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 890/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.318e-03, size: 608, ETA: 8:34:09
2024-12-17 07:33:07.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 900/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.318e-03, size: 736, ETA: 8:34:06
2024-12-17 07:33:09.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.317e-03, size: 704, ETA: 8:34:04
2024-12-17 07:33:11.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.317e-03, size: 640, ETA: 8:34:01
2024-12-17 07:33:13.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 930/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.317e-03, size: 608, ETA: 8:33:59
2024-12-17 07:33:15.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.317e-03, size: 576, ETA: 8:33:56
2024-12-17 07:33:17.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.317e-03, size: 704, ETA: 8:33:54
2024-12-17 07:33:19.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 960/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.317e-03, size: 608, ETA: 8:33:52
2024-12-17 07:33:22.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 970/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.316e-03, size: 608, ETA: 8:33:50
2024-12-17 07:33:24.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 980/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.316e-03, size: 576, ETA: 8:33:48
2024-12-17 07:33:26.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 990/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.316e-03, size: 640, ETA: 8:33:46
2024-12-17 07:33:29.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.316e-03, size: 672, ETA: 8:33:44
2024-12-17 07:33:31.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.316e-03, size: 608, ETA: 8:33:41
2024-12-17 07:33:33.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.316e-03, size: 544, ETA: 8:33:39
2024-12-17 07:33:34.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.315e-03, size: 704, ETA: 8:33:36
2024-12-17 07:33:36.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.315e-03, size: 576, ETA: 8:33:34
2024-12-17 07:33:38.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.315e-03, size: 704, ETA: 8:33:31
2024-12-17 07:33:40.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.315e-03, size: 544, ETA: 8:33:28
2024-12-17 07:33:43.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.315e-03, size: 672, ETA: 8:33:26
2024-12-17 07:33:45.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.315e-03, size: 640, ETA: 8:33:24
2024-12-17 07:33:47.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.314e-03, size: 544, ETA: 8:33:22
2024-12-17 07:33:50.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.314e-03, size: 544, ETA: 8:33:21
2024-12-17 07:33:52.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.314e-03, size: 704, ETA: 8:33:19
2024-12-17 07:33:54.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.314e-03, size: 576, ETA: 8:33:16
2024-12-17 07:33:56.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.314e-03, size: 640, ETA: 8:33:13
2024-12-17 07:33:58.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.314e-03, size: 672, ETA: 8:33:11
2024-12-17 07:34:00.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.314e-03, size: 704, ETA: 8:33:08
2024-12-17 07:34:02.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.313e-03, size: 704, ETA: 8:33:06
2024-12-17 07:34:04.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.313e-03, size: 640, ETA: 8:33:04
2024-12-17 07:34:06.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.313e-03, size: 736, ETA: 8:33:01
2024-12-17 07:34:08.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.313e-03, size: 640, ETA: 8:32:59
2024-12-17 07:34:10.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.313e-03, size: 672, ETA: 8:32:56
2024-12-17 07:34:13.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.313e-03, size: 544, ETA: 8:32:54
2024-12-17 07:34:15.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.312e-03, size: 736, ETA: 8:32:52
2024-12-17 07:34:17.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.312e-03, size: 704, ETA: 8:32:50
2024-12-17 07:34:19.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.312e-03, size: 704, ETA: 8:32:47
2024-12-17 07:34:21.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 1.312e-03, size: 544, ETA: 8:32:45
2024-12-17 07:34:22.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.312e-03, size: 672, ETA: 8:32:42
2024-12-17 07:34:24.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.312e-03, size: 544, ETA: 8:32:40
2024-12-17 07:34:27.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.311e-03, size: 736, ETA: 8:32:37
2024-12-17 07:34:29.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.311e-03, size: 736, ETA: 8:32:36
2024-12-17 07:34:32.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.311e-03, size: 704, ETA: 8:32:33
2024-12-17 07:34:34.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.311e-03, size: 640, ETA: 8:32:32
2024-12-17 07:34:37.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.311e-03, size: 704, ETA: 8:32:30
2024-12-17 07:34:39.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.311e-03, size: 544, ETA: 8:32:28
2024-12-17 07:34:41.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.310e-03, size: 608, ETA: 8:32:25
2024-12-17 07:34:43.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.310e-03, size: 736, ETA: 8:32:23
2024-12-17 07:34:45.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.310e-03, size: 640, ETA: 8:32:20
2024-12-17 07:34:47.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.310e-03, size: 736, ETA: 8:32:18
2024-12-17 07:34:49.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.310e-03, size: 672, ETA: 8:32:15
2024-12-17 07:34:51.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.310e-03, size: 608, ETA: 8:32:13
2024-12-17 07:34:54.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.309e-03, size: 640, ETA: 8:32:11
2024-12-17 07:34:56.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.309e-03, size: 576, ETA: 8:32:09
2024-12-17 07:34:59.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.309e-03, size: 736, ETA: 8:32:08
2024-12-17 07:35:01.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.309e-03, size: 736, ETA: 8:32:06
2024-12-17 07:35:04.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.309e-03, size: 736, ETA: 8:32:04
2024-12-17 07:35:06.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.309e-03, size: 704, ETA: 8:32:01
2024-12-17 07:35:07.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.308e-03, size: 544, ETA: 8:31:59
2024-12-17 07:35:09.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.308e-03, size: 544, ETA: 8:31:56
2024-12-17 07:35:11.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.308e-03, size: 640, ETA: 8:31:53
2024-12-17 07:35:13.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.308e-03, size: 608, ETA: 8:31:51
2024-12-17 07:35:15.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.308e-03, size: 576, ETA: 8:31:48
2024-12-17 07:35:17.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.308e-03, size: 640, ETA: 8:31:46
2024-12-17 07:35:20.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.308e-03, size: 544, ETA: 8:31:44
2024-12-17 07:35:22.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.307e-03, size: 576, ETA: 8:31:43
2024-12-17 07:35:25.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.307e-03, size: 704, ETA: 8:31:41
2024-12-17 07:35:27.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.307e-03, size: 544, ETA: 8:31:39
2024-12-17 07:35:29.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.307e-03, size: 736, ETA: 8:31:36
2024-12-17 07:35:31.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.307e-03, size: 608, ETA: 8:31:34
2024-12-17 07:35:33.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.307e-03, size: 704, ETA: 8:31:31
2024-12-17 07:35:35.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.306e-03, size: 704, ETA: 8:31:29
2024-12-17 07:35:37.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.306e-03, size: 608, ETA: 8:31:26
2024-12-17 07:35:39.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.306e-03, size: 576, ETA: 8:31:24
2024-12-17 07:35:42.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.306e-03, size: 544, ETA: 8:31:22
2024-12-17 07:35:44.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.306e-03, size: 736, ETA: 8:31:20
2024-12-17 07:35:47.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.306e-03, size: 672, ETA: 8:31:18
2024-12-17 07:35:50.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.305e-03, size: 704, ETA: 8:31:17
2024-12-17 07:35:52.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.305e-03, size: 608, ETA: 8:31:15
2024-12-17 07:35:54.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.305e-03, size: 736, ETA: 8:31:12
2024-12-17 07:35:56.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.305e-03, size: 704, ETA: 8:31:10
2024-12-17 07:35:58.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.305e-03, size: 576, ETA: 8:31:07
2024-12-17 07:36:00.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.305e-03, size: 576, ETA: 8:31:05
2024-12-17 07:36:02.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.304e-03, size: 640, ETA: 8:31:02
2024-12-17 07:36:04.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.304e-03, size: 608, ETA: 8:31:00
2024-12-17 07:36:06.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.304e-03, size: 544, ETA: 8:30:58
2024-12-17 07:36:09.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.304e-03, size: 608, ETA: 8:30:56
2024-12-17 07:36:12.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.304e-03, size: 640, ETA: 8:30:54
2024-12-17 07:36:14.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.304e-03, size: 704, ETA: 8:30:53
2024-12-17 07:36:17.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.229s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.303e-03, size: 704, ETA: 8:30:51
2024-12-17 07:36:19.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.303e-03, size: 672, ETA: 8:30:48
2024-12-17 07:36:21.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.303e-03, size: 576, ETA: 8:30:46
2024-12-17 07:36:23.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.303e-03, size: 544, ETA: 8:30:43
2024-12-17 07:36:24.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.303e-03, size: 576, ETA: 8:30:41
2024-12-17 07:36:27.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.303e-03, size: 736, ETA: 8:30:39
2024-12-17 07:36:29.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.302e-03, size: 704, ETA: 8:30:37
2024-12-17 07:36:31.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.302e-03, size: 640, ETA: 8:30:34
2024-12-17 07:36:33.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.302e-03, size: 544, ETA: 8:30:32
2024-12-17 07:36:36.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.302e-03, size: 736, ETA: 8:30:30
2024-12-17 07:36:38.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.302e-03, size: 608, ETA: 8:30:28
2024-12-17 07:36:40.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.302e-03, size: 672, ETA: 8:30:26
2024-12-17 07:36:43.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.302e-03, size: 672, ETA: 8:30:24
2024-12-17 07:36:45.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.301e-03, size: 640, ETA: 8:30:22
2024-12-17 07:36:47.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.301e-03, size: 576, ETA: 8:30:19
2024-12-17 07:36:49.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.301e-03, size: 672, ETA: 8:30:17
2024-12-17 07:36:51.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.301e-03, size: 576, ETA: 8:30:14
2024-12-17 07:36:53.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.301e-03, size: 704, ETA: 8:30:12
2024-12-17 07:36:55.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.301e-03, size: 704, ETA: 8:30:10
2024-12-17 07:36:57.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.300e-03, size: 672, ETA: 8:30:07
2024-12-17 07:37:00.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.300e-03, size: 704, ETA: 8:30:05
2024-12-17 07:37:02.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.300e-03, size: 704, ETA: 8:30:03
2024-12-17 07:37:05.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.300e-03, size: 672, ETA: 8:30:02
2024-12-17 07:37:08.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.300e-03, size: 672, ETA: 8:30:00
2024-12-17 07:37:10.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.300e-03, size: 576, ETA: 8:29:58
2024-12-17 07:37:12.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.299e-03, size: 544, ETA: 8:29:55
2024-12-17 07:37:14.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.299e-03, size: 672, ETA: 8:29:53
2024-12-17 07:37:16.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.299e-03, size: 576, ETA: 8:29:50
2024-12-17 07:37:18.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.299e-03, size: 704, ETA: 8:29:48
2024-12-17 07:37:20.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.299e-03, size: 544, ETA: 8:29:45
2024-12-17 07:37:22.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.299e-03, size: 576, ETA: 8:29:43
2024-12-17 07:37:24.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.298e-03, size: 608, ETA: 8:29:41
2024-12-17 07:37:26.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.298e-03, size: 672, ETA: 8:29:39
2024-12-17 07:37:29.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.298e-03, size: 736, ETA: 8:29:37
2024-12-17 07:37:31.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.298e-03, size: 576, ETA: 8:29:35
2024-12-17 07:37:34.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.298e-03, size: 672, ETA: 8:29:33
2024-12-17 07:37:36.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.298e-03, size: 704, ETA: 8:29:30
2024-12-17 07:37:38.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.297e-03, size: 736, ETA: 8:29:28
2024-12-17 07:37:40.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.297e-03, size: 608, ETA: 8:29:25
2024-12-17 07:37:42.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.297e-03, size: 576, ETA: 8:29:23
2024-12-17 07:37:44.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.297e-03, size: 736, ETA: 8:29:21
2024-12-17 07:37:46.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.297e-03, size: 704, ETA: 8:29:19
2024-12-17 07:37:48.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.297e-03, size: 544, ETA: 8:29:17
2024-12-17 07:37:51.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.296e-03, size: 704, ETA: 8:29:15
2024-12-17 07:37:54.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.296e-03, size: 704, ETA: 8:29:13
2024-12-17 07:37:57.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.296e-03, size: 672, ETA: 8:29:12
2024-12-17 07:37:59.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.296e-03, size: 672, ETA: 8:29:09
2024-12-17 07:38:01.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.296e-03, size: 608, ETA: 8:29:07
2024-12-17 07:38:03.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.296e-03, size: 704, ETA: 8:29:04
2024-12-17 07:38:05.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.296e-03, size: 672, ETA: 8:29:02
2024-12-17 07:38:07.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.295e-03, size: 640, ETA: 8:28:59
2024-12-17 07:38:08.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.295e-03, size: 544, ETA: 8:28:57
2024-12-17 07:38:11.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.295e-03, size: 640, ETA: 8:28:55
2024-12-17 07:38:13.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.295e-03, size: 704, ETA: 8:28:53
2024-12-17 07:38:16.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.295e-03, size: 704, ETA: 8:28:51
2024-12-17 07:38:18.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.295e-03, size: 704, ETA: 8:28:49
2024-12-17 07:38:21.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.294e-03, size: 544, ETA: 8:28:47
2024-12-17 07:38:23.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.294e-03, size: 736, ETA: 8:28:45
2024-12-17 07:38:25.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.294e-03, size: 608, ETA: 8:28:42
2024-12-17 07:38:27.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.294e-03, size: 640, ETA: 8:28:40
2024-12-17 07:38:29.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.294e-03, size: 736, ETA: 8:28:37
2024-12-17 07:38:31.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.198s, data_time: 0.009s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.294e-03, size: 640, ETA: 8:28:35
2024-12-17 07:38:33.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.293e-03, size: 608, ETA: 8:28:32
2024-12-17 07:38:35.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.293e-03, size: 544, ETA: 8:28:30
2024-12-17 07:38:37.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.293e-03, size: 704, ETA: 8:28:28
2024-12-17 07:38:39.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 53/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.293e-03, size: 672, ETA: 8:28:26
2024-12-17 07:38:40.975 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 07:38:41.397 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch54
2024-12-17 07:38:43.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.293e-03, size: 640, ETA: 8:28:23
2024-12-17 07:38:46.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.293e-03, size: 608, ETA: 8:28:21
2024-12-17 07:38:48.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.292e-03, size: 672, ETA: 8:28:19
2024-12-17 07:38:50.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.292e-03, size: 736, ETA: 8:28:17
2024-12-17 07:38:52.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.292e-03, size: 544, ETA: 8:28:14
2024-12-17 07:38:54.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.292e-03, size: 704, ETA: 8:28:11
2024-12-17 07:38:56.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 70/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.292e-03, size: 576, ETA: 8:28:09
2024-12-17 07:38:58.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.292e-03, size: 544, ETA: 8:28:06
2024-12-17 07:39:00.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.291e-03, size: 608, ETA: 8:28:04
2024-12-17 07:39:02.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 100/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.291e-03, size: 640, ETA: 8:28:02
2024-12-17 07:39:04.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 110/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.291e-03, size: 672, ETA: 8:28:00
2024-12-17 07:39:07.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 120/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.291e-03, size: 640, ETA: 8:27:58
2024-12-17 07:39:10.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.291e-03, size: 608, ETA: 8:27:57
2024-12-17 07:39:12.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.291e-03, size: 544, ETA: 8:27:54
2024-12-17 07:39:14.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.290e-03, size: 640, ETA: 8:27:52
2024-12-17 07:39:16.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.290e-03, size: 576, ETA: 8:27:49
2024-12-17 07:39:18.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.290e-03, size: 608, ETA: 8:27:47
2024-12-17 07:39:20.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.290e-03, size: 544, ETA: 8:27:44
2024-12-17 07:39:22.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.290e-03, size: 672, ETA: 8:27:42
2024-12-17 07:39:24.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.290e-03, size: 736, ETA: 8:27:40
2024-12-17 07:39:27.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.289e-03, size: 544, ETA: 8:27:38
2024-12-17 07:39:29.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 220/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.289e-03, size: 704, ETA: 8:27:36
2024-12-17 07:39:32.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.289e-03, size: 576, ETA: 8:27:34
2024-12-17 07:39:35.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.289e-03, size: 704, ETA: 8:27:33
2024-12-17 07:39:37.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.289e-03, size: 640, ETA: 8:27:31
2024-12-17 07:39:39.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.289e-03, size: 544, ETA: 8:27:28
2024-12-17 07:39:41.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.288e-03, size: 576, ETA: 8:27:26
2024-12-17 07:39:43.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.288e-03, size: 576, ETA: 8:27:23
2024-12-17 07:39:45.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.288e-03, size: 576, ETA: 8:27:21
2024-12-17 07:39:47.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.288e-03, size: 608, ETA: 8:27:18
2024-12-17 07:39:49.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 310/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.288e-03, size: 608, ETA: 8:27:16
2024-12-17 07:39:51.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.288e-03, size: 544, ETA: 8:27:14
2024-12-17 07:39:53.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.288e-03, size: 704, ETA: 8:27:12
2024-12-17 07:39:56.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.287e-03, size: 704, ETA: 8:27:10
2024-12-17 07:39:59.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 350/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.287e-03, size: 544, ETA: 8:27:08
2024-12-17 07:40:01.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 360/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.287e-03, size: 544, ETA: 8:27:06
2024-12-17 07:40:03.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.287e-03, size: 640, ETA: 8:27:04
2024-12-17 07:40:05.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.287e-03, size: 640, ETA: 8:27:01
2024-12-17 07:40:07.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.287e-03, size: 736, ETA: 8:26:59
2024-12-17 07:40:09.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.286e-03, size: 544, ETA: 8:26:56
2024-12-17 07:40:11.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.286e-03, size: 672, ETA: 8:26:54
2024-12-17 07:40:13.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.286e-03, size: 736, ETA: 8:26:51
2024-12-17 07:40:16.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.286e-03, size: 704, ETA: 8:26:50
2024-12-17 07:40:18.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.286e-03, size: 608, ETA: 8:26:48
2024-12-17 07:40:20.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 450/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.286e-03, size: 736, ETA: 8:26:46
2024-12-17 07:40:23.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 460/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.285e-03, size: 608, ETA: 8:26:44
2024-12-17 07:40:25.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.285e-03, size: 576, ETA: 8:26:42
2024-12-17 07:40:27.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.285e-03, size: 544, ETA: 8:26:39
2024-12-17 07:40:29.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.285e-03, size: 640, ETA: 8:26:36
2024-12-17 07:40:31.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.285e-03, size: 576, ETA: 8:26:34
2024-12-17 07:40:33.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.285e-03, size: 608, ETA: 8:26:31
2024-12-17 07:40:35.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.284e-03, size: 736, ETA: 8:26:29
2024-12-17 07:40:37.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.284e-03, size: 544, ETA: 8:26:26
2024-12-17 07:40:39.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.284e-03, size: 736, ETA: 8:26:24
2024-12-17 07:40:41.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.284e-03, size: 608, ETA: 8:26:22
2024-12-17 07:40:44.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.284e-03, size: 672, ETA: 8:26:21
2024-12-17 07:40:47.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.284e-03, size: 736, ETA: 8:26:19
2024-12-17 07:40:50.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.283e-03, size: 576, ETA: 8:26:17
2024-12-17 07:40:51.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.283e-03, size: 544, ETA: 8:26:15
2024-12-17 07:40:53.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.283e-03, size: 736, ETA: 8:26:12
2024-12-17 07:40:55.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.283e-03, size: 672, ETA: 8:26:10
2024-12-17 07:40:57.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.283e-03, size: 672, ETA: 8:26:07
2024-12-17 07:40:59.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.283e-03, size: 640, ETA: 8:26:05
2024-12-17 07:41:01.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.282e-03, size: 736, ETA: 8:26:02
2024-12-17 07:41:04.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.282e-03, size: 544, ETA: 8:26:00
2024-12-17 07:41:06.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.282e-03, size: 704, ETA: 8:25:58
2024-12-17 07:41:09.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.282e-03, size: 640, ETA: 8:25:56
2024-12-17 07:41:11.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.282e-03, size: 672, ETA: 8:25:55
2024-12-17 07:41:14.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.282e-03, size: 544, ETA: 8:25:53
2024-12-17 07:41:15.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 700/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.282e-03, size: 544, ETA: 8:25:50
2024-12-17 07:41:17.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.281e-03, size: 544, ETA: 8:25:47
2024-12-17 07:41:19.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.176s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.281e-03, size: 544, ETA: 8:25:45
2024-12-17 07:41:21.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 730/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.281e-03, size: 640, ETA: 8:25:42
2024-12-17 07:41:23.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.281e-03, size: 608, ETA: 8:25:40
2024-12-17 07:41:25.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 750/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.281e-03, size: 736, ETA: 8:25:37
2024-12-17 07:41:27.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 760/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.281e-03, size: 704, ETA: 8:25:35
2024-12-17 07:41:30.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.280e-03, size: 544, ETA: 8:25:33
2024-12-17 07:41:32.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.280e-03, size: 736, ETA: 8:25:31
2024-12-17 07:41:35.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.280e-03, size: 576, ETA: 8:25:30
2024-12-17 07:41:37.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.280e-03, size: 544, ETA: 8:25:28
2024-12-17 07:41:40.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.280e-03, size: 736, ETA: 8:25:26
2024-12-17 07:41:42.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 820/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.280e-03, size: 640, ETA: 8:25:23
2024-12-17 07:41:44.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.279e-03, size: 544, ETA: 8:25:21
2024-12-17 07:41:46.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.279e-03, size: 608, ETA: 8:25:18
2024-12-17 07:41:48.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 850/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.279e-03, size: 672, ETA: 8:25:16
2024-12-17 07:41:50.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.279e-03, size: 704, ETA: 8:25:14
2024-12-17 07:41:52.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 870/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.279e-03, size: 640, ETA: 8:25:12
2024-12-17 07:41:55.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.279e-03, size: 544, ETA: 8:25:09
2024-12-17 07:41:57.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.4, lr: 1.278e-03, size: 544, ETA: 8:25:07
2024-12-17 07:41:59.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.278e-03, size: 704, ETA: 8:25:05
2024-12-17 07:42:02.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 910/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.278e-03, size: 544, ETA: 8:25:03
2024-12-17 07:42:04.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.278e-03, size: 672, ETA: 8:25:01
2024-12-17 07:42:06.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.278e-03, size: 544, ETA: 8:24:59
2024-12-17 07:42:08.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 940/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.278e-03, size: 608, ETA: 8:24:57
2024-12-17 07:42:10.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.277e-03, size: 736, ETA: 8:24:54
2024-12-17 07:42:13.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.277e-03, size: 640, ETA: 8:24:52
2024-12-17 07:42:15.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.277e-03, size: 640, ETA: 8:24:50
2024-12-17 07:42:17.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.277e-03, size: 544, ETA: 8:24:48
2024-12-17 07:42:20.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.277e-03, size: 672, ETA: 8:24:46
2024-12-17 07:42:22.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.277e-03, size: 736, ETA: 8:24:44
2024-12-17 07:42:25.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.277e-03, size: 640, ETA: 8:24:42
2024-12-17 07:42:27.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.276e-03, size: 576, ETA: 8:24:40
2024-12-17 07:42:29.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.276e-03, size: 736, ETA: 8:24:38
2024-12-17 07:42:32.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.276e-03, size: 672, ETA: 8:24:36
2024-12-17 07:42:34.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.276e-03, size: 736, ETA: 8:24:34
2024-12-17 07:42:37.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.276e-03, size: 704, ETA: 8:24:32
2024-12-17 07:42:39.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.276e-03, size: 672, ETA: 8:24:30
2024-12-17 07:42:41.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.275e-03, size: 544, ETA: 8:24:27
2024-12-17 07:42:43.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.275e-03, size: 640, ETA: 8:24:25
2024-12-17 07:42:45.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.275e-03, size: 640, ETA: 8:24:22
2024-12-17 07:42:47.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.275e-03, size: 640, ETA: 8:24:20
2024-12-17 07:42:49.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.275e-03, size: 736, ETA: 8:24:18
2024-12-17 07:42:52.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.275e-03, size: 640, ETA: 8:24:16
2024-12-17 07:42:54.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.274e-03, size: 672, ETA: 8:24:14
2024-12-17 07:42:57.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.274e-03, size: 672, ETA: 8:24:13
2024-12-17 07:43:00.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.274e-03, size: 544, ETA: 8:24:11
2024-12-17 07:43:02.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.274e-03, size: 608, ETA: 8:24:09
2024-12-17 07:43:04.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.274e-03, size: 704, ETA: 8:24:07
2024-12-17 07:43:06.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.274e-03, size: 704, ETA: 8:24:04
2024-12-17 07:43:09.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.273e-03, size: 736, ETA: 8:24:02
2024-12-17 07:43:11.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.273e-03, size: 544, ETA: 8:24:00
2024-12-17 07:43:13.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.273e-03, size: 640, ETA: 8:23:57
2024-12-17 07:43:15.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.273e-03, size: 672, ETA: 8:23:55
2024-12-17 07:43:17.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.273e-03, size: 608, ETA: 8:23:53
2024-12-17 07:43:20.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.273e-03, size: 672, ETA: 8:23:51
2024-12-17 07:43:23.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.272e-03, size: 576, ETA: 8:23:50
2024-12-17 07:43:25.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.272e-03, size: 544, ETA: 8:23:48
2024-12-17 07:43:27.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.272e-03, size: 544, ETA: 8:23:45
2024-12-17 07:43:29.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.272e-03, size: 544, ETA: 8:23:43
2024-12-17 07:43:31.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.272e-03, size: 672, ETA: 8:23:40
2024-12-17 07:43:34.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.272e-03, size: 704, ETA: 8:23:38
2024-12-17 07:43:36.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.271e-03, size: 544, ETA: 8:23:37
2024-12-17 07:43:39.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.271e-03, size: 672, ETA: 8:23:35
2024-12-17 07:43:42.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.271e-03, size: 736, ETA: 8:23:33
2024-12-17 07:43:44.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.271e-03, size: 736, ETA: 8:23:31
2024-12-17 07:43:46.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.271e-03, size: 576, ETA: 8:23:28
2024-12-17 07:43:48.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.271e-03, size: 672, ETA: 8:23:26
2024-12-17 07:43:50.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.271e-03, size: 576, ETA: 8:23:23
2024-12-17 07:43:52.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.270e-03, size: 704, ETA: 8:23:21
2024-12-17 07:43:54.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.270e-03, size: 672, ETA: 8:23:19
2024-12-17 07:43:56.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.270e-03, size: 608, ETA: 8:23:16
2024-12-17 07:43:58.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.270e-03, size: 608, ETA: 8:23:15
2024-12-17 07:44:01.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.270e-03, size: 640, ETA: 8:23:13
2024-12-17 07:44:04.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.273s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.270e-03, size: 640, ETA: 8:23:11
2024-12-17 07:44:07.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.296s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.269e-03, size: 704, ETA: 8:23:10
2024-12-17 07:44:09.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.269e-03, size: 672, ETA: 8:23:08
2024-12-17 07:44:11.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.269e-03, size: 640, ETA: 8:23:05
2024-12-17 07:44:13.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.269e-03, size: 576, ETA: 8:23:03
2024-12-17 07:44:15.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.269e-03, size: 576, ETA: 8:23:00
2024-12-17 07:44:16.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.269e-03, size: 576, ETA: 8:22:57
2024-12-17 07:44:18.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.268e-03, size: 736, ETA: 8:22:55
2024-12-17 07:44:20.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.268e-03, size: 544, ETA: 8:22:52
2024-12-17 07:44:23.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.268e-03, size: 544, ETA: 8:22:50
2024-12-17 07:44:25.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.268e-03, size: 576, ETA: 8:22:48
2024-12-17 07:44:27.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.268e-03, size: 608, ETA: 8:22:46
2024-12-17 07:44:30.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.268e-03, size: 672, ETA: 8:22:44
2024-12-17 07:44:33.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.267e-03, size: 640, ETA: 8:22:43
2024-12-17 07:44:35.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.267e-03, size: 672, ETA: 8:22:41
2024-12-17 07:44:37.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.267e-03, size: 704, ETA: 8:22:38
2024-12-17 07:44:39.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.267e-03, size: 736, ETA: 8:22:36
2024-12-17 07:44:41.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.267e-03, size: 608, ETA: 8:22:34
2024-12-17 07:44:43.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.267e-03, size: 608, ETA: 8:22:31
2024-12-17 07:44:45.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.266e-03, size: 672, ETA: 8:22:29
2024-12-17 07:44:48.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.266e-03, size: 672, ETA: 8:22:27
2024-12-17 07:44:50.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.266e-03, size: 736, ETA: 8:22:24
2024-12-17 07:44:52.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.266e-03, size: 576, ETA: 8:22:22
2024-12-17 07:44:54.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.266e-03, size: 576, ETA: 8:22:19
2024-12-17 07:44:56.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.266e-03, size: 640, ETA: 8:22:17
2024-12-17 07:44:58.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.265e-03, size: 608, ETA: 8:22:15
2024-12-17 07:45:01.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.265e-03, size: 672, ETA: 8:22:13
2024-12-17 07:45:03.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.265e-03, size: 608, ETA: 8:22:11
2024-12-17 07:45:05.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.265e-03, size: 608, ETA: 8:22:09
2024-12-17 07:45:07.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.265e-03, size: 608, ETA: 8:22:06
2024-12-17 07:45:09.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.265e-03, size: 544, ETA: 8:22:04
2024-12-17 07:45:11.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.265e-03, size: 672, ETA: 8:22:01
2024-12-17 07:45:13.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.264e-03, size: 672, ETA: 8:21:59
2024-12-17 07:45:15.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.264e-03, size: 704, ETA: 8:21:57
2024-12-17 07:45:17.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.264e-03, size: 704, ETA: 8:21:54
2024-12-17 07:45:20.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.264e-03, size: 576, ETA: 8:21:52
2024-12-17 07:45:22.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.264e-03, size: 544, ETA: 8:21:50
2024-12-17 07:45:24.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.264e-03, size: 576, ETA: 8:21:48
2024-12-17 07:45:27.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.263e-03, size: 672, ETA: 8:21:46
2024-12-17 07:45:30.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.263e-03, size: 736, ETA: 8:21:45
2024-12-17 07:45:32.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.263e-03, size: 736, ETA: 8:21:43
2024-12-17 07:45:34.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.263e-03, size: 672, ETA: 8:21:40
2024-12-17 07:45:36.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.263e-03, size: 736, ETA: 8:21:38
2024-12-17 07:45:39.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.263e-03, size: 544, ETA: 8:21:36
2024-12-17 07:45:41.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.262e-03, size: 640, ETA: 8:21:34
2024-12-17 07:45:43.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.262e-03, size: 608, ETA: 8:21:32
2024-12-17 07:45:46.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.262e-03, size: 576, ETA: 8:21:30
2024-12-17 07:45:48.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.262e-03, size: 576, ETA: 8:21:28
2024-12-17 07:45:51.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.262e-03, size: 704, ETA: 8:21:26
2024-12-17 07:45:53.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.262e-03, size: 576, ETA: 8:21:24
2024-12-17 07:45:55.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.261e-03, size: 736, ETA: 8:21:21
2024-12-17 07:45:57.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.261e-03, size: 544, ETA: 8:21:19
2024-12-17 07:45:58.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.162s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.261e-03, size: 608, ETA: 8:21:16
2024-12-17 07:46:00.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.261e-03, size: 576, ETA: 8:21:13
2024-12-17 07:46:03.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.261e-03, size: 704, ETA: 8:21:11
2024-12-17 07:46:05.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.261e-03, size: 640, ETA: 8:21:09
2024-12-17 07:46:07.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.260e-03, size: 704, ETA: 8:21:07
2024-12-17 07:46:10.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.260e-03, size: 704, ETA: 8:21:05
2024-12-17 07:46:13.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.260e-03, size: 640, ETA: 8:21:03
2024-12-17 07:46:15.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.260e-03, size: 672, ETA: 8:21:01
2024-12-17 07:46:17.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.260e-03, size: 704, ETA: 8:20:59
2024-12-17 07:46:19.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.260e-03, size: 608, ETA: 8:20:57
2024-12-17 07:46:21.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.260e-03, size: 736, ETA: 8:20:54
2024-12-17 07:46:24.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.259e-03, size: 672, ETA: 8:20:52
2024-12-17 07:46:26.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.259e-03, size: 672, ETA: 8:20:50
2024-12-17 07:46:28.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.259e-03, size: 608, ETA: 8:20:48
2024-12-17 07:46:30.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.259e-03, size: 672, ETA: 8:20:46
2024-12-17 07:46:33.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.259e-03, size: 608, ETA: 8:20:44
2024-12-17 07:46:35.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.259e-03, size: 640, ETA: 8:20:42
2024-12-17 07:46:37.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.258e-03, size: 608, ETA: 8:20:40
2024-12-17 07:46:39.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.258e-03, size: 576, ETA: 8:20:37
2024-12-17 07:46:41.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.258e-03, size: 544, ETA: 8:20:35
2024-12-17 07:46:43.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.258e-03, size: 640, ETA: 8:20:32
2024-12-17 07:46:45.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.258e-03, size: 736, ETA: 8:20:30
2024-12-17 07:46:47.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.258e-03, size: 544, ETA: 8:20:27
2024-12-17 07:46:49.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.257e-03, size: 640, ETA: 8:20:25
2024-12-17 07:46:51.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.257e-03, size: 576, ETA: 8:20:22
2024-12-17 07:46:53.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.257e-03, size: 544, ETA: 8:20:20
2024-12-17 07:46:56.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.257e-03, size: 704, ETA: 8:20:18
2024-12-17 07:46:58.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.257e-03, size: 576, ETA: 8:20:16
2024-12-17 07:47:01.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.257e-03, size: 704, ETA: 8:20:15
2024-12-17 07:47:04.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.256e-03, size: 576, ETA: 8:20:13
2024-12-17 07:47:05.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.256e-03, size: 640, ETA: 8:20:10
2024-12-17 07:47:07.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.256e-03, size: 672, ETA: 8:20:08
2024-12-17 07:47:09.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.256e-03, size: 576, ETA: 8:20:05
2024-12-17 07:47:11.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.256e-03, size: 576, ETA: 8:20:03
2024-12-17 07:47:13.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.256e-03, size: 640, ETA: 8:20:00
2024-12-17 07:47:16.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.255e-03, size: 704, ETA: 8:19:58
2024-12-17 07:47:18.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.255e-03, size: 736, ETA: 8:19:56
2024-12-17 07:47:21.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.255e-03, size: 736, ETA: 8:19:54
2024-12-17 07:47:24.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.255e-03, size: 608, ETA: 8:19:53
2024-12-17 07:47:26.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.255e-03, size: 736, ETA: 8:19:51
2024-12-17 07:47:29.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.255e-03, size: 704, ETA: 8:19:49
2024-12-17 07:47:31.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.254e-03, size: 640, ETA: 8:19:47
2024-12-17 07:47:33.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.197s, data_time: 0.007s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.254e-03, size: 576, ETA: 8:19:44
2024-12-17 07:47:34.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.254e-03, size: 640, ETA: 8:19:42
2024-12-17 07:47:36.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.254e-03, size: 576, ETA: 8:19:39
2024-12-17 07:47:38.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.254e-03, size: 736, ETA: 8:19:37
2024-12-17 07:47:40.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 54/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.254e-03, size: 544, ETA: 8:19:34
2024-12-17 07:47:41.763 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 07:47:42.196 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch55
2024-12-17 07:47:44.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.005s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.253e-03, size: 608, ETA: 8:19:31
2024-12-17 07:47:45.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.253e-03, size: 544, ETA: 8:19:28
2024-12-17 07:47:47.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.253e-03, size: 544, ETA: 8:19:26
2024-12-17 07:47:49.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.253e-03, size: 608, ETA: 8:19:23
2024-12-17 07:47:51.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.253e-03, size: 544, ETA: 8:19:21
2024-12-17 07:47:53.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.253e-03, size: 672, ETA: 8:19:18
2024-12-17 07:47:55.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.252e-03, size: 544, ETA: 8:19:16
2024-12-17 07:47:57.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.252e-03, size: 576, ETA: 8:19:13
2024-12-17 07:47:59.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.252e-03, size: 608, ETA: 8:19:11
2024-12-17 07:48:01.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.252e-03, size: 640, ETA: 8:19:09
2024-12-17 07:48:03.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.252e-03, size: 576, ETA: 8:19:06
2024-12-17 07:48:05.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.252e-03, size: 704, ETA: 8:19:04
2024-12-17 07:48:07.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.252e-03, size: 672, ETA: 8:19:01
2024-12-17 07:48:09.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.251e-03, size: 736, ETA: 8:18:59
2024-12-17 07:48:11.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.251e-03, size: 608, ETA: 8:18:57
2024-12-17 07:48:13.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.251e-03, size: 544, ETA: 8:18:54
2024-12-17 07:48:15.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.251e-03, size: 544, ETA: 8:18:52
2024-12-17 07:48:17.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.251e-03, size: 576, ETA: 8:18:49
2024-12-17 07:48:19.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.251e-03, size: 576, ETA: 8:18:47
2024-12-17 07:48:21.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-03, size: 608, ETA: 8:18:44
2024-12-17 07:48:23.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-03, size: 576, ETA: 8:18:41
2024-12-17 07:48:25.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-03, size: 576, ETA: 8:18:39
2024-12-17 07:48:26.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-03, size: 608, ETA: 8:18:36
2024-12-17 07:48:28.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-03, size: 704, ETA: 8:18:34
2024-12-17 07:48:30.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-03, size: 576, ETA: 8:18:31
2024-12-17 07:48:32.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.249e-03, size: 608, ETA: 8:18:29
2024-12-17 07:48:34.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.249e-03, size: 736, ETA: 8:18:26
2024-12-17 07:48:36.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 280/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.249e-03, size: 672, ETA: 8:18:24
2024-12-17 07:48:38.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.249e-03, size: 576, ETA: 8:18:21
2024-12-17 07:48:40.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.249e-03, size: 576, ETA: 8:18:19
2024-12-17 07:48:42.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.249e-03, size: 576, ETA: 8:18:16
2024-12-17 07:48:44.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.248e-03, size: 544, ETA: 8:18:14
2024-12-17 07:48:46.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 330/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.248e-03, size: 576, ETA: 8:18:11
2024-12-17 07:48:48.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 340/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.248e-03, size: 736, ETA: 8:18:09
2024-12-17 07:48:50.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.248e-03, size: 608, ETA: 8:18:06
2024-12-17 07:48:51.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.248e-03, size: 544, ETA: 8:18:03
2024-12-17 07:48:53.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.248e-03, size: 544, ETA: 8:18:01
2024-12-17 07:48:55.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.247e-03, size: 736, ETA: 8:17:58
2024-12-17 07:48:58.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.247e-03, size: 704, ETA: 8:17:56
2024-12-17 07:49:00.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.247e-03, size: 576, ETA: 8:17:55
2024-12-17 07:49:03.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.247e-03, size: 640, ETA: 8:17:53
2024-12-17 07:49:05.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.247e-03, size: 704, ETA: 8:17:51
2024-12-17 07:49:07.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.247e-03, size: 736, ETA: 8:17:48
2024-12-17 07:49:09.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.247e-03, size: 544, ETA: 8:17:46
2024-12-17 07:49:11.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.246e-03, size: 608, ETA: 8:17:44
2024-12-17 07:49:14.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.246e-03, size: 576, ETA: 8:17:41
2024-12-17 07:49:16.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 470/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.246e-03, size: 608, ETA: 8:17:40
2024-12-17 07:49:19.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.246e-03, size: 640, ETA: 8:17:38
2024-12-17 07:49:22.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.246e-03, size: 576, ETA: 8:17:36
2024-12-17 07:49:24.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.246e-03, size: 608, ETA: 8:17:34
2024-12-17 07:49:26.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.245e-03, size: 736, ETA: 8:17:31
2024-12-17 07:49:28.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.245e-03, size: 608, ETA: 8:17:29
2024-12-17 07:49:30.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.245e-03, size: 704, ETA: 8:17:27
2024-12-17 07:49:32.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.245e-03, size: 576, ETA: 8:17:25
2024-12-17 07:49:34.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.245e-03, size: 672, ETA: 8:17:22
2024-12-17 07:49:37.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.245e-03, size: 736, ETA: 8:17:20
2024-12-17 07:49:39.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.244e-03, size: 672, ETA: 8:17:18
2024-12-17 07:49:42.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.244e-03, size: 640, ETA: 8:17:17
2024-12-17 07:49:44.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.244e-03, size: 704, ETA: 8:17:15
2024-12-17 07:49:47.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.244e-03, size: 544, ETA: 8:17:13
2024-12-17 07:49:49.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.244e-03, size: 544, ETA: 8:17:10
2024-12-17 07:49:50.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.244e-03, size: 576, ETA: 8:17:07
2024-12-17 07:49:52.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.243e-03, size: 576, ETA: 8:17:05
2024-12-17 07:49:54.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.243e-03, size: 736, ETA: 8:17:02
2024-12-17 07:49:56.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.243e-03, size: 576, ETA: 8:17:00
2024-12-17 07:49:58.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.243e-03, size: 576, ETA: 8:16:58
2024-12-17 07:50:00.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.243e-03, size: 672, ETA: 8:16:55
2024-12-17 07:50:03.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.243e-03, size: 640, ETA: 8:16:53
2024-12-17 07:50:05.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.242e-03, size: 704, ETA: 8:16:52
2024-12-17 07:50:08.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.242e-03, size: 608, ETA: 8:16:50
2024-12-17 07:50:11.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.242e-03, size: 608, ETA: 8:16:48
2024-12-17 07:50:13.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.242e-03, size: 672, ETA: 8:16:46
2024-12-17 07:50:15.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.242e-03, size: 640, ETA: 8:16:43
2024-12-17 07:50:17.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.242e-03, size: 704, ETA: 8:16:41
2024-12-17 07:50:19.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.241e-03, size: 576, ETA: 8:16:38
2024-12-17 07:50:21.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.241e-03, size: 544, ETA: 8:16:36
2024-12-17 07:50:23.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.241e-03, size: 736, ETA: 8:16:34
2024-12-17 07:50:25.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.241e-03, size: 672, ETA: 8:16:32
2024-12-17 07:50:28.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.241e-03, size: 672, ETA: 8:16:30
2024-12-17 07:50:30.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.241e-03, size: 576, ETA: 8:16:27
2024-12-17 07:50:33.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 810/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.241e-03, size: 736, ETA: 8:16:26
2024-12-17 07:50:36.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.240e-03, size: 672, ETA: 8:16:24
2024-12-17 07:50:38.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.240e-03, size: 608, ETA: 8:16:22
2024-12-17 07:50:40.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.240e-03, size: 736, ETA: 8:16:19
2024-12-17 07:50:42.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.240e-03, size: 576, ETA: 8:16:17
2024-12-17 07:50:44.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.240e-03, size: 608, ETA: 8:16:15
2024-12-17 07:50:46.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.240e-03, size: 576, ETA: 8:16:12
2024-12-17 07:50:48.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.239e-03, size: 544, ETA: 8:16:10
2024-12-17 07:50:50.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.239e-03, size: 704, ETA: 8:16:08
2024-12-17 07:50:53.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.239e-03, size: 736, ETA: 8:16:06
2024-12-17 07:50:55.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.239e-03, size: 608, ETA: 8:16:04
2024-12-17 07:50:58.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.239e-03, size: 736, ETA: 8:16:02
2024-12-17 07:51:00.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.239e-03, size: 576, ETA: 8:16:00
2024-12-17 07:51:02.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.238e-03, size: 736, ETA: 8:15:57
2024-12-17 07:51:04.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.238e-03, size: 672, ETA: 8:15:55
2024-12-17 07:51:05.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.238e-03, size: 672, ETA: 8:15:52
2024-12-17 07:51:08.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.238e-03, size: 640, ETA: 8:15:50
2024-12-17 07:51:09.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.238e-03, size: 576, ETA: 8:15:47
2024-12-17 07:51:12.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.238e-03, size: 704, ETA: 8:15:45
2024-12-17 07:51:14.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.237e-03, size: 544, ETA: 8:15:43
2024-12-17 07:51:16.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.237e-03, size: 736, ETA: 8:15:41
2024-12-17 07:51:19.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.237e-03, size: 640, ETA: 8:15:39
2024-12-17 07:51:21.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.237e-03, size: 736, ETA: 8:15:37
2024-12-17 07:51:23.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.237e-03, size: 704, ETA: 8:15:35
2024-12-17 07:51:26.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.237e-03, size: 672, ETA: 8:15:33
2024-12-17 07:51:28.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.4, lr: 1.236e-03, size: 544, ETA: 8:15:31
2024-12-17 07:51:31.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.236e-03, size: 576, ETA: 8:15:29
2024-12-17 07:51:33.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.236e-03, size: 672, ETA: 8:15:27
2024-12-17 07:51:35.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.236e-03, size: 640, ETA: 8:15:24
2024-12-17 07:51:37.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.236e-03, size: 736, ETA: 8:15:22
2024-12-17 07:51:39.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.236e-03, size: 704, ETA: 8:15:19
2024-12-17 07:51:42.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.236e-03, size: 736, ETA: 8:15:18
2024-12-17 07:51:44.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.235e-03, size: 672, ETA: 8:15:16
2024-12-17 07:51:46.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.235e-03, size: 608, ETA: 8:15:14
2024-12-17 07:51:48.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.235e-03, size: 640, ETA: 8:15:11
2024-12-17 07:51:50.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.235e-03, size: 672, ETA: 8:15:09
2024-12-17 07:51:52.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.235e-03, size: 640, ETA: 8:15:06
2024-12-17 07:51:54.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.235e-03, size: 576, ETA: 8:15:04
2024-12-17 07:51:56.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.234e-03, size: 608, ETA: 8:15:01
2024-12-17 07:51:58.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.234e-03, size: 704, ETA: 8:14:59
2024-12-17 07:52:01.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.234e-03, size: 608, ETA: 8:14:57
2024-12-17 07:52:03.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.234e-03, size: 672, ETA: 8:14:55
2024-12-17 07:52:06.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.234e-03, size: 704, ETA: 8:14:53
2024-12-17 07:52:09.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.234e-03, size: 640, ETA: 8:14:52
2024-12-17 07:52:11.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.233e-03, size: 704, ETA: 8:14:50
2024-12-17 07:52:13.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.233e-03, size: 640, ETA: 8:14:47
2024-12-17 07:52:15.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.233e-03, size: 640, ETA: 8:14:45
2024-12-17 07:52:17.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.233e-03, size: 608, ETA: 8:14:42
2024-12-17 07:52:19.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.233e-03, size: 672, ETA: 8:14:40
2024-12-17 07:52:21.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.233e-03, size: 640, ETA: 8:14:37
2024-12-17 07:52:23.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.232e-03, size: 704, ETA: 8:14:35
2024-12-17 07:52:26.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.232e-03, size: 736, ETA: 8:14:33
2024-12-17 07:52:28.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.232e-03, size: 672, ETA: 8:14:31
2024-12-17 07:52:30.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.232e-03, size: 704, ETA: 8:14:29
2024-12-17 07:52:33.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.232e-03, size: 544, ETA: 8:14:27
2024-12-17 07:52:35.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.232e-03, size: 576, ETA: 8:14:25
2024-12-17 07:52:37.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.231e-03, size: 576, ETA: 8:14:22
2024-12-17 07:52:38.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.231e-03, size: 576, ETA: 8:14:19
2024-12-17 07:52:40.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.231e-03, size: 640, ETA: 8:14:17
2024-12-17 07:52:42.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.231e-03, size: 736, ETA: 8:14:14
2024-12-17 07:52:44.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.231e-03, size: 576, ETA: 8:14:12
2024-12-17 07:52:46.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.231e-03, size: 640, ETA: 8:14:09
2024-12-17 07:52:48.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.230e-03, size: 576, ETA: 8:14:07
2024-12-17 07:52:51.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.230e-03, size: 608, ETA: 8:14:05
2024-12-17 07:52:53.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.230e-03, size: 640, ETA: 8:14:03
2024-12-17 07:52:56.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.230e-03, size: 640, ETA: 8:14:02
2024-12-17 07:52:58.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.230e-03, size: 672, ETA: 8:14:00
2024-12-17 07:53:00.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.230e-03, size: 576, ETA: 8:13:57
2024-12-17 07:53:02.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.230e-03, size: 736, ETA: 8:13:55
2024-12-17 07:53:04.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.229e-03, size: 608, ETA: 8:13:52
2024-12-17 07:53:06.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.229e-03, size: 608, ETA: 8:13:49
2024-12-17 07:53:08.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.229e-03, size: 672, ETA: 8:13:47
2024-12-17 07:53:10.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.229e-03, size: 544, ETA: 8:13:45
2024-12-17 07:53:12.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.229e-03, size: 576, ETA: 8:13:42
2024-12-17 07:53:14.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.229e-03, size: 736, ETA: 8:13:40
2024-12-17 07:53:16.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.228e-03, size: 544, ETA: 8:13:37
2024-12-17 07:53:18.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.228e-03, size: 608, ETA: 8:13:35
2024-12-17 07:53:20.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.228e-03, size: 640, ETA: 8:13:32
2024-12-17 07:53:22.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.228e-03, size: 672, ETA: 8:13:30
2024-12-17 07:53:25.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.228e-03, size: 608, ETA: 8:13:28
2024-12-17 07:53:27.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.228e-03, size: 576, ETA: 8:13:26
2024-12-17 07:53:30.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.227e-03, size: 672, ETA: 8:13:24
2024-12-17 07:53:32.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.227e-03, size: 544, ETA: 8:13:22
2024-12-17 07:53:34.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.227e-03, size: 640, ETA: 8:13:20
2024-12-17 07:53:36.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.227e-03, size: 672, ETA: 8:13:17
2024-12-17 07:53:37.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.227e-03, size: 672, ETA: 8:13:15
2024-12-17 07:53:39.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.227e-03, size: 608, ETA: 8:13:12
2024-12-17 07:53:41.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.226e-03, size: 640, ETA: 8:13:09
2024-12-17 07:53:43.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.226e-03, size: 640, ETA: 8:13:07
2024-12-17 07:53:46.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.226e-03, size: 640, ETA: 8:13:05
2024-12-17 07:53:48.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.226e-03, size: 640, ETA: 8:13:03
2024-12-17 07:53:50.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.226e-03, size: 640, ETA: 8:13:01
2024-12-17 07:53:53.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.226e-03, size: 608, ETA: 8:12:59
2024-12-17 07:53:55.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.225e-03, size: 736, ETA: 8:12:57
2024-12-17 07:53:58.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.225e-03, size: 640, ETA: 8:12:55
2024-12-17 07:53:59.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.225e-03, size: 608, ETA: 8:12:52
2024-12-17 07:54:01.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.225e-03, size: 608, ETA: 8:12:50
2024-12-17 07:54:03.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.225e-03, size: 640, ETA: 8:12:47
2024-12-17 07:54:05.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.225e-03, size: 544, ETA: 8:12:45
2024-12-17 07:54:07.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.225e-03, size: 576, ETA: 8:12:42
2024-12-17 07:54:09.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.224e-03, size: 640, ETA: 8:12:39
2024-12-17 07:54:10.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.224e-03, size: 576, ETA: 8:12:37
2024-12-17 07:54:12.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.224e-03, size: 608, ETA: 8:12:34
2024-12-17 07:54:14.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.224e-03, size: 704, ETA: 8:12:32
2024-12-17 07:54:16.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.224e-03, size: 544, ETA: 8:12:29
2024-12-17 07:54:19.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.224e-03, size: 608, ETA: 8:12:27
2024-12-17 07:54:21.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.223e-03, size: 544, ETA: 8:12:25
2024-12-17 07:54:23.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.223e-03, size: 608, ETA: 8:12:23
2024-12-17 07:54:25.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.223e-03, size: 736, ETA: 8:12:21
2024-12-17 07:54:28.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.223e-03, size: 672, ETA: 8:12:19
2024-12-17 07:54:30.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.223e-03, size: 672, ETA: 8:12:17
2024-12-17 07:54:33.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.223e-03, size: 672, ETA: 8:12:15
2024-12-17 07:54:36.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.222e-03, size: 704, ETA: 8:12:13
2024-12-17 07:54:37.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.222e-03, size: 544, ETA: 8:12:11
2024-12-17 07:54:40.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.222e-03, size: 736, ETA: 8:12:08
2024-12-17 07:54:41.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.222e-03, size: 608, ETA: 8:12:06
2024-12-17 07:54:43.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.222e-03, size: 576, ETA: 8:12:03
2024-12-17 07:54:45.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.222e-03, size: 544, ETA: 8:12:01
2024-12-17 07:54:47.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.221e-03, size: 544, ETA: 8:11:58
2024-12-17 07:54:50.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.221e-03, size: 544, ETA: 8:11:56
2024-12-17 07:54:52.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.221e-03, size: 608, ETA: 8:11:54
2024-12-17 07:54:54.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.221e-03, size: 544, ETA: 8:11:52
2024-12-17 07:54:57.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.221e-03, size: 672, ETA: 8:11:51
2024-12-17 07:55:00.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.221e-03, size: 576, ETA: 8:11:49
2024-12-17 07:55:02.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.220e-03, size: 608, ETA: 8:11:47
2024-12-17 07:55:04.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.220e-03, size: 576, ETA: 8:11:44
2024-12-17 07:55:06.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.220e-03, size: 704, ETA: 8:11:41
2024-12-17 07:55:08.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.220e-03, size: 608, ETA: 8:11:39
2024-12-17 07:55:09.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.220e-03, size: 608, ETA: 8:11:36
2024-12-17 07:55:11.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.220e-03, size: 608, ETA: 8:11:34
2024-12-17 07:55:14.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.220e-03, size: 704, ETA: 8:11:32
2024-12-17 07:55:16.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.219e-03, size: 736, ETA: 8:11:30
2024-12-17 07:55:18.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.219e-03, size: 736, ETA: 8:11:28
2024-12-17 07:55:20.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.219e-03, size: 704, ETA: 8:11:25
2024-12-17 07:55:23.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.219e-03, size: 736, ETA: 8:11:23
2024-12-17 07:55:26.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.219e-03, size: 608, ETA: 8:11:21
2024-12-17 07:55:28.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.219e-03, size: 576, ETA: 8:11:20
2024-12-17 07:55:30.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.218e-03, size: 704, ETA: 8:11:17
2024-12-17 07:55:32.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.218e-03, size: 672, ETA: 8:11:15
2024-12-17 07:55:34.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.218e-03, size: 576, ETA: 8:11:12
2024-12-17 07:55:36.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.218e-03, size: 736, ETA: 8:11:10
2024-12-17 07:55:38.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.218e-03, size: 736, ETA: 8:11:08
2024-12-17 07:55:40.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.218e-03, size: 704, ETA: 8:11:05
2024-12-17 07:55:43.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.217e-03, size: 704, ETA: 8:11:03
2024-12-17 07:55:45.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.217e-03, size: 672, ETA: 8:11:01
2024-12-17 07:55:47.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.217e-03, size: 608, ETA: 8:10:59
2024-12-17 07:55:50.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.217e-03, size: 544, ETA: 8:10:57
2024-12-17 07:55:52.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.217e-03, size: 736, ETA: 8:10:55
2024-12-17 07:55:55.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.217e-03, size: 608, ETA: 8:10:53
2024-12-17 07:55:56.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.216e-03, size: 608, ETA: 8:10:50
2024-12-17 07:55:59.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.216e-03, size: 736, ETA: 8:10:48
2024-12-17 07:56:01.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.216e-03, size: 608, ETA: 8:10:46
2024-12-17 07:56:03.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.216e-03, size: 736, ETA: 8:10:44
2024-12-17 07:56:06.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.216e-03, size: 640, ETA: 8:10:42
2024-12-17 07:56:09.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.216e-03, size: 640, ETA: 8:10:41
2024-12-17 07:56:11.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.215e-03, size: 736, ETA: 8:10:39
2024-12-17 07:56:14.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.215e-03, size: 672, ETA: 8:10:37
2024-12-17 07:56:16.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.018s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.215e-03, size: 736, ETA: 8:10:35
2024-12-17 07:56:18.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.215e-03, size: 704, ETA: 8:10:32
2024-12-17 07:56:20.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.215e-03, size: 544, ETA: 8:10:30
2024-12-17 07:56:22.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.215e-03, size: 640, ETA: 8:10:28
2024-12-17 07:56:24.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 55/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.215e-03, size: 704, ETA: 8:10:25
2024-12-17 07:56:25.527 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 07:56:25.941 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch56
2024-12-17 07:56:28.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.214e-03, size: 672, ETA: 8:10:22
2024-12-17 07:56:30.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.214e-03, size: 736, ETA: 8:10:20
2024-12-17 07:56:32.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.214e-03, size: 576, ETA: 8:10:18
2024-12-17 07:56:35.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.214e-03, size: 736, ETA: 8:10:16
2024-12-17 07:56:38.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.214e-03, size: 640, ETA: 8:10:15
2024-12-17 07:56:40.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.213e-03, size: 576, ETA: 8:10:13
2024-12-17 07:56:43.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.213e-03, size: 576, ETA: 8:10:11
2024-12-17 07:56:45.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.213e-03, size: 704, ETA: 8:10:08
2024-12-17 07:56:47.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.213e-03, size: 704, ETA: 8:10:06
2024-12-17 07:56:49.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.213e-03, size: 576, ETA: 8:10:04
2024-12-17 07:56:51.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.213e-03, size: 640, ETA: 8:10:01
2024-12-17 07:56:53.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.212e-03, size: 576, ETA: 8:09:59
2024-12-17 07:56:56.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.212e-03, size: 672, ETA: 8:09:57
2024-12-17 07:56:58.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.212e-03, size: 672, ETA: 8:09:55
2024-12-17 07:57:00.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.212e-03, size: 736, ETA: 8:09:53
2024-12-17 07:57:03.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.212e-03, size: 672, ETA: 8:09:51
2024-12-17 07:57:06.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.212e-03, size: 736, ETA: 8:09:49
2024-12-17 07:57:08.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.212e-03, size: 640, ETA: 8:09:47
2024-12-17 07:57:10.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.211e-03, size: 704, ETA: 8:09:45
2024-12-17 07:57:12.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.211e-03, size: 736, ETA: 8:09:43
2024-12-17 07:57:15.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.211e-03, size: 640, ETA: 8:09:40
2024-12-17 07:57:16.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.211e-03, size: 608, ETA: 8:09:38
2024-12-17 07:57:19.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.211e-03, size: 736, ETA: 8:09:36
2024-12-17 07:57:21.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.211e-03, size: 544, ETA: 8:09:33
2024-12-17 07:57:23.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.210e-03, size: 608, ETA: 8:09:31
2024-12-17 07:57:25.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.210e-03, size: 736, ETA: 8:09:29
2024-12-17 07:57:27.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.210e-03, size: 576, ETA: 8:09:27
2024-12-17 07:57:30.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.210e-03, size: 640, ETA: 8:09:25
2024-12-17 07:57:32.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.210e-03, size: 736, ETA: 8:09:23
2024-12-17 07:57:35.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.210e-03, size: 704, ETA: 8:09:21
2024-12-17 07:57:37.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.209e-03, size: 640, ETA: 8:09:19
2024-12-17 07:57:39.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.209e-03, size: 576, ETA: 8:09:16
2024-12-17 07:57:41.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.209e-03, size: 640, ETA: 8:09:14
2024-12-17 07:57:43.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.209e-03, size: 640, ETA: 8:09:12
2024-12-17 07:57:45.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.209e-03, size: 736, ETA: 8:09:09
2024-12-17 07:57:47.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.209e-03, size: 672, ETA: 8:09:07
2024-12-17 07:57:50.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.208e-03, size: 544, ETA: 8:09:05
2024-12-17 07:57:52.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.208e-03, size: 608, ETA: 8:09:03
2024-12-17 07:57:54.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.208e-03, size: 576, ETA: 8:09:01
2024-12-17 07:57:57.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 400/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.208e-03, size: 672, ETA: 8:08:59
2024-12-17 07:58:00.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.208e-03, size: 736, ETA: 8:08:57
2024-12-17 07:58:02.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.208e-03, size: 576, ETA: 8:08:55
2024-12-17 07:58:04.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.207e-03, size: 608, ETA: 8:08:52
2024-12-17 07:58:06.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.207e-03, size: 704, ETA: 8:08:50
2024-12-17 07:58:07.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.207e-03, size: 544, ETA: 8:08:47
2024-12-17 07:58:09.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.207e-03, size: 640, ETA: 8:08:45
2024-12-17 07:58:12.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.207e-03, size: 736, ETA: 8:08:43
2024-12-17 07:58:14.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.207e-03, size: 704, ETA: 8:08:41
2024-12-17 07:58:16.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.207e-03, size: 736, ETA: 8:08:38
2024-12-17 07:58:19.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.206e-03, size: 608, ETA: 8:08:36
2024-12-17 07:58:21.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.206e-03, size: 608, ETA: 8:08:34
2024-12-17 07:58:24.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.206e-03, size: 576, ETA: 8:08:32
2024-12-17 07:58:26.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.206e-03, size: 640, ETA: 8:08:30
2024-12-17 07:58:28.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.206e-03, size: 640, ETA: 8:08:28
2024-12-17 07:58:30.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.206e-03, size: 704, ETA: 8:08:26
2024-12-17 07:58:32.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.205e-03, size: 736, ETA: 8:08:24
2024-12-17 07:58:34.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.205e-03, size: 640, ETA: 8:08:21
2024-12-17 07:58:37.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.205e-03, size: 736, ETA: 8:08:19
2024-12-17 07:58:39.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.205e-03, size: 736, ETA: 8:08:17
2024-12-17 07:58:42.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.205e-03, size: 704, ETA: 8:08:15
2024-12-17 07:58:44.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.205e-03, size: 672, ETA: 8:08:13
2024-12-17 07:58:47.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.204e-03, size: 608, ETA: 8:08:11
2024-12-17 07:58:49.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.204e-03, size: 608, ETA: 8:08:09
2024-12-17 07:58:51.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.204e-03, size: 672, ETA: 8:08:07
2024-12-17 07:58:53.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.204e-03, size: 544, ETA: 8:08:05
2024-12-17 07:58:55.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.204e-03, size: 672, ETA: 8:08:02
2024-12-17 07:58:57.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.204e-03, size: 736, ETA: 8:08:00
2024-12-17 07:58:59.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.203e-03, size: 544, ETA: 8:07:57
2024-12-17 07:59:01.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.203e-03, size: 576, ETA: 8:07:55
2024-12-17 07:59:03.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.203e-03, size: 576, ETA: 8:07:53
2024-12-17 07:59:06.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.203e-03, size: 608, ETA: 8:07:51
2024-12-17 07:59:08.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.203e-03, size: 672, ETA: 8:07:48
2024-12-17 07:59:11.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.203e-03, size: 704, ETA: 8:07:47
2024-12-17 07:59:13.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.202e-03, size: 736, ETA: 8:07:45
2024-12-17 07:59:16.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.202e-03, size: 672, ETA: 8:07:43
2024-12-17 07:59:18.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.202e-03, size: 672, ETA: 8:07:40
2024-12-17 07:59:20.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.202e-03, size: 672, ETA: 8:07:38
2024-12-17 07:59:22.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.202e-03, size: 736, ETA: 8:07:36
2024-12-17 07:59:24.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.202e-03, size: 640, ETA: 8:07:33
2024-12-17 07:59:26.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.202e-03, size: 640, ETA: 8:07:31
2024-12-17 07:59:28.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.201e-03, size: 576, ETA: 8:07:29
2024-12-17 07:59:31.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.201e-03, size: 640, ETA: 8:07:27
2024-12-17 07:59:33.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 830/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.201e-03, size: 544, ETA: 8:07:25
2024-12-17 07:59:36.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.201e-03, size: 672, ETA: 8:07:23
2024-12-17 07:59:38.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.201e-03, size: 640, ETA: 8:07:21
2024-12-17 07:59:41.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.201e-03, size: 576, ETA: 8:07:19
2024-12-17 07:59:43.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.200e-03, size: 640, ETA: 8:07:17
2024-12-17 07:59:45.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.200e-03, size: 544, ETA: 8:07:14
2024-12-17 07:59:46.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.200e-03, size: 608, ETA: 8:07:12
2024-12-17 07:59:48.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.200e-03, size: 672, ETA: 8:07:09
2024-12-17 07:59:50.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.200e-03, size: 640, ETA: 8:07:07
2024-12-17 07:59:53.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.200e-03, size: 704, ETA: 8:07:05
2024-12-17 07:59:55.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.199e-03, size: 608, ETA: 8:07:02
2024-12-17 07:59:57.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.199e-03, size: 544, ETA: 8:07:00
2024-12-17 08:00:00.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 950/2424, gpu mem: 20630Mb, mem: 4.9Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.199e-03, size: 576, ETA: 8:06:59
2024-12-17 08:00:03.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.199e-03, size: 544, ETA: 8:06:57
2024-12-17 08:00:05.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.199e-03, size: 704, ETA: 8:06:55
2024-12-17 08:00:07.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.199e-03, size: 672, ETA: 8:06:53
2024-12-17 08:00:09.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.198e-03, size: 576, ETA: 8:06:50
2024-12-17 08:00:11.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.198e-03, size: 544, ETA: 8:06:48
2024-12-17 08:00:13.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.198e-03, size: 736, ETA: 8:06:45
2024-12-17 08:00:15.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.198e-03, size: 704, ETA: 8:06:43
2024-12-17 08:00:17.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.198e-03, size: 672, ETA: 8:06:41
2024-12-17 08:00:20.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.198e-03, size: 640, ETA: 8:06:39
2024-12-17 08:00:22.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.197e-03, size: 544, ETA: 8:06:37
2024-12-17 08:00:24.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.197e-03, size: 576, ETA: 8:06:34
2024-12-17 08:00:27.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.197e-03, size: 576, ETA: 8:06:33
2024-12-17 08:00:30.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.197e-03, size: 544, ETA: 8:06:31
2024-12-17 08:00:32.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.197e-03, size: 640, ETA: 8:06:29
2024-12-17 08:00:34.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.197e-03, size: 608, ETA: 8:06:27
2024-12-17 08:00:36.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.197e-03, size: 576, ETA: 8:06:24
2024-12-17 08:00:38.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.196e-03, size: 576, ETA: 8:06:21
2024-12-17 08:00:39.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.196e-03, size: 608, ETA: 8:06:18
2024-12-17 08:00:42.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.196e-03, size: 704, ETA: 8:06:16
2024-12-17 08:00:44.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.196e-03, size: 672, ETA: 8:06:14
2024-12-17 08:00:46.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.196e-03, size: 544, ETA: 8:06:11
2024-12-17 08:00:48.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.196e-03, size: 640, ETA: 8:06:09
2024-12-17 08:00:50.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.195e-03, size: 544, ETA: 8:06:06
2024-12-17 08:00:51.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.195e-03, size: 608, ETA: 8:06:04
2024-12-17 08:00:54.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.195e-03, size: 672, ETA: 8:06:02
2024-12-17 08:00:55.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.195e-03, size: 544, ETA: 8:05:59
2024-12-17 08:00:57.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.195e-03, size: 576, ETA: 8:05:57
2024-12-17 08:00:59.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.195e-03, size: 608, ETA: 8:05:54
2024-12-17 08:01:01.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.194e-03, size: 736, ETA: 8:05:52
2024-12-17 08:01:04.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.194e-03, size: 640, ETA: 8:05:50
2024-12-17 08:01:05.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.194e-03, size: 640, ETA: 8:05:47
2024-12-17 08:01:07.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.194e-03, size: 576, ETA: 8:05:44
2024-12-17 08:01:09.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.194e-03, size: 544, ETA: 8:05:42
2024-12-17 08:01:11.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.194e-03, size: 576, ETA: 8:05:39
2024-12-17 08:01:13.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.193e-03, size: 672, ETA: 8:05:37
2024-12-17 08:01:15.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.193e-03, size: 640, ETA: 8:05:35
2024-12-17 08:01:18.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.193e-03, size: 640, ETA: 8:05:33
2024-12-17 08:01:20.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.193e-03, size: 704, ETA: 8:05:31
2024-12-17 08:01:23.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.193e-03, size: 544, ETA: 8:05:29
2024-12-17 08:01:26.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.193e-03, size: 640, ETA: 8:05:27
2024-12-17 08:01:28.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.192e-03, size: 736, ETA: 8:05:26
2024-12-17 08:01:30.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.192e-03, size: 576, ETA: 8:05:23
2024-12-17 08:01:33.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.192e-03, size: 576, ETA: 8:05:21
2024-12-17 08:01:35.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.192e-03, size: 736, ETA: 8:05:20
2024-12-17 08:01:38.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.192e-03, size: 576, ETA: 8:05:18
2024-12-17 08:01:41.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.192e-03, size: 608, ETA: 8:05:16
2024-12-17 08:01:44.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.192e-03, size: 640, ETA: 8:05:14
2024-12-17 08:01:46.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.191e-03, size: 736, ETA: 8:05:12
2024-12-17 08:01:48.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.191e-03, size: 704, ETA: 8:05:10
2024-12-17 08:01:50.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.191e-03, size: 704, ETA: 8:05:08
2024-12-17 08:01:52.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.191e-03, size: 640, ETA: 8:05:05
2024-12-17 08:01:54.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.191e-03, size: 576, ETA: 8:05:03
2024-12-17 08:01:56.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.191e-03, size: 672, ETA: 8:05:00
2024-12-17 08:01:58.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.190e-03, size: 672, ETA: 8:04:58
2024-12-17 08:02:01.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.190e-03, size: 608, ETA: 8:04:56
2024-12-17 08:02:03.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.190e-03, size: 672, ETA: 8:04:54
2024-12-17 08:02:06.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.190e-03, size: 576, ETA: 8:04:52
2024-12-17 08:02:08.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.190e-03, size: 672, ETA: 8:04:50
2024-12-17 08:02:10.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.190e-03, size: 704, ETA: 8:04:48
2024-12-17 08:02:13.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.189e-03, size: 704, ETA: 8:04:46
2024-12-17 08:02:14.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.189e-03, size: 640, ETA: 8:04:43
2024-12-17 08:02:16.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.189e-03, size: 608, ETA: 8:04:41
2024-12-17 08:02:18.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.189e-03, size: 576, ETA: 8:04:38
2024-12-17 08:02:20.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.189e-03, size: 544, ETA: 8:04:36
2024-12-17 08:02:22.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.189e-03, size: 576, ETA: 8:04:33
2024-12-17 08:02:25.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.188e-03, size: 640, ETA: 8:04:31
2024-12-17 08:02:27.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.188e-03, size: 544, ETA: 8:04:29
2024-12-17 08:02:29.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.188e-03, size: 736, ETA: 8:04:27
2024-12-17 08:02:32.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.188e-03, size: 640, ETA: 8:04:25
2024-12-17 08:02:34.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.188e-03, size: 672, ETA: 8:04:23
2024-12-17 08:02:37.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.188e-03, size: 736, ETA: 8:04:21
2024-12-17 08:02:38.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.188e-03, size: 576, ETA: 8:04:19
2024-12-17 08:02:40.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.187e-03, size: 672, ETA: 8:04:16
2024-12-17 08:02:42.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.187e-03, size: 608, ETA: 8:04:14
2024-12-17 08:02:44.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.187e-03, size: 672, ETA: 8:04:11
2024-12-17 08:02:46.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.187e-03, size: 640, ETA: 8:04:09
2024-12-17 08:02:49.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.187e-03, size: 640, ETA: 8:04:07
2024-12-17 08:02:51.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.187e-03, size: 640, ETA: 8:04:05
2024-12-17 08:02:54.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.186e-03, size: 672, ETA: 8:04:03
2024-12-17 08:02:57.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.186e-03, size: 544, ETA: 8:04:02
2024-12-17 08:02:59.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.186e-03, size: 704, ETA: 8:04:00
2024-12-17 08:03:01.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.186e-03, size: 544, ETA: 8:03:57
2024-12-17 08:03:04.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.186e-03, size: 608, ETA: 8:03:55
2024-12-17 08:03:06.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.186e-03, size: 704, ETA: 8:03:53
2024-12-17 08:03:07.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.185e-03, size: 640, ETA: 8:03:50
2024-12-17 08:03:09.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.185e-03, size: 608, ETA: 8:03:48
2024-12-17 08:03:12.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.185e-03, size: 704, ETA: 8:03:46
2024-12-17 08:03:14.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.185e-03, size: 736, ETA: 8:03:44
2024-12-17 08:03:17.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.185e-03, size: 704, ETA: 8:03:42
2024-12-17 08:03:20.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.185e-03, size: 736, ETA: 8:03:40
2024-12-17 08:03:22.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.184e-03, size: 608, ETA: 8:03:38
2024-12-17 08:03:25.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.184e-03, size: 640, ETA: 8:03:37
2024-12-17 08:03:27.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.184e-03, size: 672, ETA: 8:03:34
2024-12-17 08:03:29.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.184e-03, size: 736, ETA: 8:03:32
2024-12-17 08:03:31.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.184e-03, size: 736, ETA: 8:03:30
2024-12-17 08:03:33.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.184e-03, size: 736, ETA: 8:03:27
2024-12-17 08:03:35.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.183e-03, size: 576, ETA: 8:03:25
2024-12-17 08:03:37.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.183e-03, size: 640, ETA: 8:03:22
2024-12-17 08:03:39.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.183e-03, size: 576, ETA: 8:03:20
2024-12-17 08:03:42.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.183e-03, size: 576, ETA: 8:03:18
2024-12-17 08:03:44.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.183e-03, size: 672, ETA: 8:03:16
2024-12-17 08:03:47.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.183e-03, size: 704, ETA: 8:03:15
2024-12-17 08:03:49.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.183e-03, size: 640, ETA: 8:03:12
2024-12-17 08:03:51.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.182e-03, size: 640, ETA: 8:03:10
2024-12-17 08:03:53.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.182e-03, size: 640, ETA: 8:03:07
2024-12-17 08:03:55.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.182e-03, size: 704, ETA: 8:03:05
2024-12-17 08:03:57.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.182e-03, size: 576, ETA: 8:03:02
2024-12-17 08:03:59.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.182e-03, size: 704, ETA: 8:03:00
2024-12-17 08:04:01.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.182e-03, size: 672, ETA: 8:02:58
2024-12-17 08:04:03.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.181e-03, size: 544, ETA: 8:02:56
2024-12-17 08:04:06.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.181e-03, size: 640, ETA: 8:02:54
2024-12-17 08:04:09.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.181e-03, size: 704, ETA: 8:02:52
2024-12-17 08:04:11.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.181e-03, size: 544, ETA: 8:02:50
2024-12-17 08:04:14.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.181e-03, size: 576, ETA: 8:02:49
2024-12-17 08:04:16.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.181e-03, size: 736, ETA: 8:02:46
2024-12-17 08:04:18.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.180e-03, size: 576, ETA: 8:02:44
2024-12-17 08:04:20.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.180e-03, size: 608, ETA: 8:02:41
2024-12-17 08:04:22.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.180e-03, size: 704, ETA: 8:02:39
2024-12-17 08:04:24.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.180e-03, size: 672, ETA: 8:02:37
2024-12-17 08:04:26.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.180e-03, size: 608, ETA: 8:02:34
2024-12-17 08:04:29.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.180e-03, size: 704, ETA: 8:02:32
2024-12-17 08:04:31.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.179e-03, size: 544, ETA: 8:02:30
2024-12-17 08:04:34.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.179e-03, size: 704, ETA: 8:02:28
2024-12-17 08:04:36.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.179e-03, size: 704, ETA: 8:02:27
2024-12-17 08:04:39.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.179e-03, size: 704, ETA: 8:02:25
2024-12-17 08:04:41.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.179e-03, size: 576, ETA: 8:02:23
2024-12-17 08:04:44.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.179e-03, size: 640, ETA: 8:02:21
2024-12-17 08:04:46.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.178e-03, size: 640, ETA: 8:02:18
2024-12-17 08:04:48.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.178e-03, size: 736, ETA: 8:02:16
2024-12-17 08:04:50.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.178e-03, size: 672, ETA: 8:02:14
2024-12-17 08:04:52.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.178e-03, size: 544, ETA: 8:02:11
2024-12-17 08:04:54.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.178e-03, size: 608, ETA: 8:02:09
2024-12-17 08:04:56.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.178e-03, size: 544, ETA: 8:02:07
2024-12-17 08:04:59.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.178e-03, size: 736, ETA: 8:02:05
2024-12-17 08:05:02.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.177e-03, size: 544, ETA: 8:02:03
2024-12-17 08:05:04.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.177e-03, size: 672, ETA: 8:02:01
2024-12-17 08:05:06.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.177e-03, size: 736, ETA: 8:01:59
2024-12-17 08:05:08.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.177e-03, size: 736, ETA: 8:01:57
2024-12-17 08:05:10.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.177e-03, size: 608, ETA: 8:01:54
2024-12-17 08:05:12.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.177e-03, size: 640, ETA: 8:01:52
2024-12-17 08:05:14.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.176e-03, size: 640, ETA: 8:01:49
2024-12-17 08:05:16.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.176e-03, size: 576, ETA: 8:01:47
2024-12-17 08:05:18.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.007s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.176e-03, size: 608, ETA: 8:01:45
2024-12-17 08:05:20.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.176e-03, size: 576, ETA: 8:01:42
2024-12-17 08:05:23.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.176e-03, size: 672, ETA: 8:01:40
2024-12-17 08:05:25.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.176e-03, size: 544, ETA: 8:01:38
2024-12-17 08:05:28.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 56/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.175e-03, size: 640, ETA: 8:01:36
2024-12-17 08:05:29.072 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 08:05:29.493 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch57
2024-12-17 08:05:31.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.175e-03, size: 544, ETA: 8:01:33
2024-12-17 08:05:33.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.175e-03, size: 704, ETA: 8:01:31
2024-12-17 08:05:35.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.175e-03, size: 704, ETA: 8:01:28
2024-12-17 08:05:37.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.175e-03, size: 704, ETA: 8:01:26
2024-12-17 08:05:39.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.175e-03, size: 704, ETA: 8:01:24
2024-12-17 08:05:41.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.174e-03, size: 640, ETA: 8:01:21
2024-12-17 08:05:44.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.174e-03, size: 640, ETA: 8:01:19
2024-12-17 08:05:46.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.174e-03, size: 608, ETA: 8:01:17
2024-12-17 08:05:48.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.174e-03, size: 704, ETA: 8:01:14
2024-12-17 08:05:50.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.174e-03, size: 640, ETA: 8:01:12
2024-12-17 08:05:52.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.174e-03, size: 736, ETA: 8:01:10
2024-12-17 08:05:55.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.173e-03, size: 576, ETA: 8:01:08
2024-12-17 08:05:57.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.173e-03, size: 640, ETA: 8:01:06
2024-12-17 08:06:00.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.173e-03, size: 544, ETA: 8:01:05
2024-12-17 08:06:03.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.173e-03, size: 544, ETA: 8:01:03
2024-12-17 08:06:04.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.173e-03, size: 608, ETA: 8:01:00
2024-12-17 08:06:06.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.173e-03, size: 544, ETA: 8:00:58
2024-12-17 08:06:08.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.172e-03, size: 704, ETA: 8:00:55
2024-12-17 08:06:10.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.172e-03, size: 576, ETA: 8:00:53
2024-12-17 08:06:12.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.172e-03, size: 608, ETA: 8:00:50
2024-12-17 08:06:14.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.172e-03, size: 704, ETA: 8:00:48
2024-12-17 08:06:17.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.172e-03, size: 704, ETA: 8:00:46
2024-12-17 08:06:19.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.172e-03, size: 640, ETA: 8:00:44
2024-12-17 08:06:22.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.172e-03, size: 640, ETA: 8:00:42
2024-12-17 08:06:24.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.280s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.171e-03, size: 640, ETA: 8:00:40
2024-12-17 08:06:27.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.171e-03, size: 544, ETA: 8:00:38
2024-12-17 08:06:29.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.171e-03, size: 544, ETA: 8:00:36
2024-12-17 08:06:31.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.171e-03, size: 672, ETA: 8:00:33
2024-12-17 08:06:33.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.171e-03, size: 704, ETA: 8:00:31
2024-12-17 08:06:35.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.171e-03, size: 576, ETA: 8:00:28
2024-12-17 08:06:37.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.170e-03, size: 704, ETA: 8:00:26
2024-12-17 08:06:39.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.170e-03, size: 640, ETA: 8:00:24
2024-12-17 08:06:41.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.170e-03, size: 576, ETA: 8:00:21
2024-12-17 08:06:43.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.170e-03, size: 640, ETA: 8:00:19
2024-12-17 08:06:46.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.170e-03, size: 736, ETA: 8:00:17
2024-12-17 08:06:48.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.170e-03, size: 608, ETA: 8:00:16
2024-12-17 08:06:51.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.169e-03, size: 736, ETA: 8:00:14
2024-12-17 08:06:54.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.169e-03, size: 576, ETA: 8:00:12
2024-12-17 08:06:56.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.169e-03, size: 576, ETA: 8:00:09
2024-12-17 08:06:58.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.169e-03, size: 736, ETA: 8:00:07
2024-12-17 08:07:00.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.169e-03, size: 544, ETA: 8:00:05
2024-12-17 08:07:02.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.169e-03, size: 672, ETA: 8:00:02
2024-12-17 08:07:04.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.168e-03, size: 544, ETA: 8:00:00
2024-12-17 08:07:06.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.168e-03, size: 576, ETA: 7:59:57
2024-12-17 08:07:08.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.168e-03, size: 608, ETA: 7:59:55
2024-12-17 08:07:10.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.168e-03, size: 544, ETA: 7:59:53
2024-12-17 08:07:13.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.168e-03, size: 672, ETA: 7:59:51
2024-12-17 08:07:16.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.298s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.168e-03, size: 704, ETA: 7:59:50
2024-12-17 08:07:18.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.167e-03, size: 640, ETA: 7:59:48
2024-12-17 08:07:20.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.167e-03, size: 576, ETA: 7:59:45
2024-12-17 08:07:22.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.167e-03, size: 544, ETA: 7:59:43
2024-12-17 08:07:24.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.167e-03, size: 704, ETA: 7:59:41
2024-12-17 08:07:26.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.167e-03, size: 736, ETA: 7:59:38
2024-12-17 08:07:28.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.167e-03, size: 544, ETA: 7:59:36
2024-12-17 08:07:30.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.167e-03, size: 704, ETA: 7:59:33
2024-12-17 08:07:33.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.166e-03, size: 608, ETA: 7:59:31
2024-12-17 08:07:35.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.166e-03, size: 576, ETA: 7:59:29
2024-12-17 08:07:38.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.166e-03, size: 640, ETA: 7:59:27
2024-12-17 08:07:40.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.166e-03, size: 608, ETA: 7:59:26
2024-12-17 08:07:43.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.166e-03, size: 576, ETA: 7:59:24
2024-12-17 08:07:45.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.166e-03, size: 576, ETA: 7:59:21
2024-12-17 08:07:47.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.165e-03, size: 704, ETA: 7:59:19
2024-12-17 08:07:49.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.165e-03, size: 544, ETA: 7:59:16
2024-12-17 08:07:51.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.165e-03, size: 704, ETA: 7:59:14
2024-12-17 08:07:53.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.165e-03, size: 672, ETA: 7:59:11
2024-12-17 08:07:55.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.165e-03, size: 576, ETA: 7:59:09
2024-12-17 08:07:57.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.165e-03, size: 640, ETA: 7:59:07
2024-12-17 08:07:59.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.164e-03, size: 704, ETA: 7:59:05
2024-12-17 08:08:02.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.164e-03, size: 544, ETA: 7:59:03
2024-12-17 08:08:04.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.164e-03, size: 736, ETA: 7:59:01
2024-12-17 08:08:07.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.164e-03, size: 704, ETA: 7:58:59
2024-12-17 08:08:09.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.164e-03, size: 736, ETA: 7:58:57
2024-12-17 08:08:11.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.164e-03, size: 672, ETA: 7:58:55
2024-12-17 08:08:13.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.163e-03, size: 704, ETA: 7:58:52
2024-12-17 08:08:16.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.163e-03, size: 704, ETA: 7:58:50
2024-12-17 08:08:18.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.163e-03, size: 704, ETA: 7:58:48
2024-12-17 08:08:20.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.163e-03, size: 704, ETA: 7:58:46
2024-12-17 08:08:23.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.163e-03, size: 544, ETA: 7:58:44
2024-12-17 08:08:24.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.163e-03, size: 640, ETA: 7:58:41
2024-12-17 08:08:27.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.162e-03, size: 704, ETA: 7:58:39
2024-12-17 08:08:29.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.162e-03, size: 608, ETA: 7:58:37
2024-12-17 08:08:31.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.162e-03, size: 640, ETA: 7:58:35
2024-12-17 08:08:34.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.162e-03, size: 544, ETA: 7:58:33
2024-12-17 08:08:36.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.162e-03, size: 672, ETA: 7:58:31
2024-12-17 08:08:39.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.162e-03, size: 544, ETA: 7:58:29
2024-12-17 08:08:41.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.162e-03, size: 544, ETA: 7:58:26
2024-12-17 08:08:43.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.161e-03, size: 736, ETA: 7:58:24
2024-12-17 08:08:45.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.161e-03, size: 640, ETA: 7:58:22
2024-12-17 08:08:47.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.161e-03, size: 736, ETA: 7:58:19
2024-12-17 08:08:49.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.161e-03, size: 576, ETA: 7:58:17
2024-12-17 08:08:51.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.161e-03, size: 576, ETA: 7:58:14
2024-12-17 08:08:53.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.161e-03, size: 608, ETA: 7:58:12
2024-12-17 08:08:55.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.160e-03, size: 576, ETA: 7:58:10
2024-12-17 08:08:58.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.160e-03, size: 576, ETA: 7:58:08
2024-12-17 08:09:00.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.160e-03, size: 544, ETA: 7:58:06
2024-12-17 08:09:03.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.160e-03, size: 544, ETA: 7:58:04
2024-12-17 08:09:05.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.160e-03, size: 640, ETA: 7:58:02
2024-12-17 08:09:07.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.160e-03, size: 544, ETA: 7:57:59
2024-12-17 08:09:09.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.159e-03, size: 544, ETA: 7:57:57
2024-12-17 08:09:11.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.159e-03, size: 608, ETA: 7:57:55
2024-12-17 08:09:13.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.159e-03, size: 736, ETA: 7:57:52
2024-12-17 08:09:15.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.159e-03, size: 576, ETA: 7:57:50
2024-12-17 08:09:17.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.159e-03, size: 704, ETA: 7:57:47
2024-12-17 08:09:19.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.159e-03, size: 704, ETA: 7:57:45
2024-12-17 08:09:22.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.158e-03, size: 544, ETA: 7:57:44
2024-12-17 08:09:25.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.158e-03, size: 576, ETA: 7:57:42
2024-12-17 08:09:27.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.158e-03, size: 544, ETA: 7:57:40
2024-12-17 08:09:30.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.158e-03, size: 736, ETA: 7:57:38
2024-12-17 08:09:32.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.158e-03, size: 736, ETA: 7:57:36
2024-12-17 08:09:34.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.158e-03, size: 736, ETA: 7:57:34
2024-12-17 08:09:36.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.158e-03, size: 704, ETA: 7:57:32
2024-12-17 08:09:38.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.157e-03, size: 576, ETA: 7:57:29
2024-12-17 08:09:41.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.157e-03, size: 704, ETA: 7:57:27
2024-12-17 08:09:43.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.157e-03, size: 576, ETA: 7:57:25
2024-12-17 08:09:45.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.157e-03, size: 544, ETA: 7:57:22
2024-12-17 08:09:47.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.157e-03, size: 640, ETA: 7:57:20
2024-12-17 08:09:50.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.157e-03, size: 672, ETA: 7:57:18
2024-12-17 08:09:52.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.156e-03, size: 544, ETA: 7:57:17
2024-12-17 08:09:54.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.156e-03, size: 736, ETA: 7:57:14
2024-12-17 08:09:57.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.156e-03, size: 608, ETA: 7:57:12
2024-12-17 08:09:59.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.156e-03, size: 608, ETA: 7:57:10
2024-12-17 08:10:01.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.156e-03, size: 672, ETA: 7:57:07
2024-12-17 08:10:03.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.156e-03, size: 704, ETA: 7:57:05
2024-12-17 08:10:05.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.155e-03, size: 576, ETA: 7:57:03
2024-12-17 08:10:08.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.155e-03, size: 672, ETA: 7:57:01
2024-12-17 08:10:10.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.155e-03, size: 576, ETA: 7:56:59
2024-12-17 08:10:12.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.155e-03, size: 672, ETA: 7:56:57
2024-12-17 08:10:15.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.155e-03, size: 640, ETA: 7:56:55
2024-12-17 08:10:17.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.155e-03, size: 640, ETA: 7:56:53
2024-12-17 08:10:20.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.154e-03, size: 544, ETA: 7:56:51
2024-12-17 08:10:22.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.154e-03, size: 576, ETA: 7:56:49
2024-12-17 08:10:24.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.154e-03, size: 576, ETA: 7:56:46
2024-12-17 08:10:26.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.154e-03, size: 544, ETA: 7:56:44
2024-12-17 08:10:28.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.154e-03, size: 608, ETA: 7:56:42
2024-12-17 08:10:30.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.154e-03, size: 608, ETA: 7:56:39
2024-12-17 08:10:32.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.154e-03, size: 576, ETA: 7:56:37
2024-12-17 08:10:35.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.153e-03, size: 544, ETA: 7:56:35
2024-12-17 08:10:37.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.153e-03, size: 640, ETA: 7:56:33
2024-12-17 08:10:40.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.153e-03, size: 704, ETA: 7:56:31
2024-12-17 08:10:43.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.286s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.153e-03, size: 608, ETA: 7:56:29
2024-12-17 08:10:45.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.153e-03, size: 544, ETA: 7:56:28
2024-12-17 08:10:47.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.153e-03, size: 640, ETA: 7:56:25
2024-12-17 08:10:49.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.152e-03, size: 576, ETA: 7:56:23
2024-12-17 08:10:51.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.152e-03, size: 640, ETA: 7:56:20
2024-12-17 08:10:53.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.152e-03, size: 576, ETA: 7:56:18
2024-12-17 08:10:55.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.152e-03, size: 544, ETA: 7:56:16
2024-12-17 08:10:58.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.152e-03, size: 704, ETA: 7:56:14
2024-12-17 08:11:00.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.278s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.152e-03, size: 736, ETA: 7:56:12
2024-12-17 08:11:03.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.151e-03, size: 608, ETA: 7:56:10
2024-12-17 08:11:06.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.151e-03, size: 704, ETA: 7:56:08
2024-12-17 08:11:08.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.151e-03, size: 672, ETA: 7:56:06
2024-12-17 08:11:10.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.151e-03, size: 608, ETA: 7:56:04
2024-12-17 08:11:12.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.151e-03, size: 544, ETA: 7:56:01
2024-12-17 08:11:14.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.151e-03, size: 544, ETA: 7:55:59
2024-12-17 08:11:16.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.150e-03, size: 576, ETA: 7:55:57
2024-12-17 08:11:18.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.150e-03, size: 640, ETA: 7:55:54
2024-12-17 08:11:21.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.150e-03, size: 608, ETA: 7:55:53
2024-12-17 08:11:24.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.150e-03, size: 736, ETA: 7:55:51
2024-12-17 08:11:26.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.150e-03, size: 672, ETA: 7:55:49
2024-12-17 08:11:28.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.150e-03, size: 640, ETA: 7:55:47
2024-12-17 08:11:30.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.149e-03, size: 544, ETA: 7:55:44
2024-12-17 08:11:32.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.149e-03, size: 704, ETA: 7:55:41
2024-12-17 08:11:34.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.149e-03, size: 672, ETA: 7:55:39
2024-12-17 08:11:36.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.149e-03, size: 736, ETA: 7:55:37
2024-12-17 08:11:38.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.149e-03, size: 736, ETA: 7:55:35
2024-12-17 08:11:41.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.149e-03, size: 672, ETA: 7:55:33
2024-12-17 08:11:43.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.149e-03, size: 576, ETA: 7:55:31
2024-12-17 08:11:46.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.148e-03, size: 608, ETA: 7:55:29
2024-12-17 08:11:49.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.292s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.148e-03, size: 544, ETA: 7:55:27
2024-12-17 08:11:52.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.148e-03, size: 672, ETA: 7:55:26
2024-12-17 08:11:53.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.148e-03, size: 608, ETA: 7:55:23
2024-12-17 08:11:55.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.148e-03, size: 704, ETA: 7:55:21
2024-12-17 08:11:57.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.148e-03, size: 704, ETA: 7:55:18
2024-12-17 08:12:00.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.147e-03, size: 640, ETA: 7:55:16
2024-12-17 08:12:02.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.147e-03, size: 704, ETA: 7:55:14
2024-12-17 08:12:04.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.147e-03, size: 736, ETA: 7:55:11
2024-12-17 08:12:06.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.147e-03, size: 704, ETA: 7:55:09
2024-12-17 08:12:09.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.147e-03, size: 576, ETA: 7:55:07
2024-12-17 08:12:11.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.147e-03, size: 608, ETA: 7:55:06
2024-12-17 08:12:14.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.146e-03, size: 576, ETA: 7:55:03
2024-12-17 08:12:16.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.146e-03, size: 704, ETA: 7:55:01
2024-12-17 08:12:18.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.146e-03, size: 736, ETA: 7:54:59
2024-12-17 08:12:21.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.146e-03, size: 704, ETA: 7:54:57
2024-12-17 08:12:23.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.146e-03, size: 608, ETA: 7:54:55
2024-12-17 08:12:25.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.146e-03, size: 736, ETA: 7:54:53
2024-12-17 08:12:27.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.145e-03, size: 704, ETA: 7:54:51
2024-12-17 08:12:30.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.145e-03, size: 640, ETA: 7:54:49
2024-12-17 08:12:32.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.145e-03, size: 544, ETA: 7:54:47
2024-12-17 08:12:35.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.145e-03, size: 608, ETA: 7:54:45
2024-12-17 08:12:37.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.145e-03, size: 544, ETA: 7:54:43
2024-12-17 08:12:39.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.145e-03, size: 672, ETA: 7:54:40
2024-12-17 08:12:42.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.145e-03, size: 672, ETA: 7:54:38
2024-12-17 08:12:44.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.005s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.144e-03, size: 640, ETA: 7:54:36
2024-12-17 08:12:46.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.144e-03, size: 640, ETA: 7:54:33
2024-12-17 08:12:48.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.144e-03, size: 672, ETA: 7:54:31
2024-12-17 08:12:50.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.144e-03, size: 704, ETA: 7:54:28
2024-12-17 08:12:52.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.144e-03, size: 704, ETA: 7:54:26
2024-12-17 08:12:54.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.144e-03, size: 576, ETA: 7:54:24
2024-12-17 08:12:56.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.143e-03, size: 672, ETA: 7:54:22
2024-12-17 08:12:59.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.143e-03, size: 672, ETA: 7:54:20
2024-12-17 08:13:02.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.143e-03, size: 704, ETA: 7:54:18
2024-12-17 08:13:04.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.143e-03, size: 544, ETA: 7:54:16
2024-12-17 08:13:06.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.143e-03, size: 576, ETA: 7:54:14
2024-12-17 08:13:08.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.143e-03, size: 544, ETA: 7:54:12
2024-12-17 08:13:10.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.142e-03, size: 672, ETA: 7:54:09
2024-12-17 08:13:12.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.142e-03, size: 736, ETA: 7:54:07
2024-12-17 08:13:14.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.142e-03, size: 544, ETA: 7:54:04
2024-12-17 08:13:16.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.142e-03, size: 608, ETA: 7:54:02
2024-12-17 08:13:18.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.142e-03, size: 576, ETA: 7:53:59
2024-12-17 08:13:20.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.142e-03, size: 704, ETA: 7:53:57
2024-12-17 08:13:23.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.141e-03, size: 640, ETA: 7:53:55
2024-12-17 08:13:25.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.141e-03, size: 736, ETA: 7:53:53
2024-12-17 08:13:27.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.141e-03, size: 576, ETA: 7:53:51
2024-12-17 08:13:29.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.141e-03, size: 672, ETA: 7:53:48
2024-12-17 08:13:31.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.141e-03, size: 544, ETA: 7:53:46
2024-12-17 08:13:32.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.141e-03, size: 544, ETA: 7:53:43
2024-12-17 08:13:34.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.141e-03, size: 576, ETA: 7:53:40
2024-12-17 08:13:36.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.140e-03, size: 608, ETA: 7:53:38
2024-12-17 08:13:38.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.140e-03, size: 640, ETA: 7:53:35
2024-12-17 08:13:40.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.140e-03, size: 608, ETA: 7:53:33
2024-12-17 08:13:42.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.140e-03, size: 576, ETA: 7:53:30
2024-12-17 08:13:44.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.140e-03, size: 576, ETA: 7:53:28
2024-12-17 08:13:47.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.140e-03, size: 640, ETA: 7:53:26
2024-12-17 08:13:48.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.139e-03, size: 576, ETA: 7:53:24
2024-12-17 08:13:50.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.139e-03, size: 704, ETA: 7:53:21
2024-12-17 08:13:52.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.139e-03, size: 544, ETA: 7:53:19
2024-12-17 08:13:54.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.139e-03, size: 576, ETA: 7:53:16
2024-12-17 08:13:56.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.139e-03, size: 704, ETA: 7:53:14
2024-12-17 08:13:58.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.139e-03, size: 672, ETA: 7:53:11
2024-12-17 08:14:00.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.138e-03, size: 640, ETA: 7:53:09
2024-12-17 08:14:02.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.138e-03, size: 704, ETA: 7:53:06
2024-12-17 08:14:04.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.138e-03, size: 608, ETA: 7:53:04
2024-12-17 08:14:06.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.138e-03, size: 576, ETA: 7:53:02
2024-12-17 08:14:08.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.138e-03, size: 608, ETA: 7:52:59
2024-12-17 08:14:10.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.138e-03, size: 608, ETA: 7:52:57
2024-12-17 08:14:12.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.137e-03, size: 704, ETA: 7:52:55
2024-12-17 08:14:15.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.137e-03, size: 736, ETA: 7:52:53
2024-12-17 08:14:17.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.256s, data_time: 0.006s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.137e-03, size: 736, ETA: 7:52:51
2024-12-17 08:14:19.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.137e-03, size: 544, ETA: 7:52:49
2024-12-17 08:14:22.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.137e-03, size: 672, ETA: 7:52:46
2024-12-17 08:14:24.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.137e-03, size: 736, ETA: 7:52:44
2024-12-17 08:14:26.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 57/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.137e-03, size: 640, ETA: 7:52:42
2024-12-17 08:14:27.577 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 08:14:27.996 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch58
2024-12-17 08:14:30.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.136e-03, size: 704, ETA: 7:52:39
2024-12-17 08:14:32.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.136e-03, size: 736, ETA: 7:52:37
2024-12-17 08:14:34.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.136e-03, size: 608, ETA: 7:52:34
2024-12-17 08:14:36.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.136e-03, size: 736, ETA: 7:52:32
2024-12-17 08:14:38.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.136e-03, size: 544, ETA: 7:52:30
2024-12-17 08:14:40.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.135e-03, size: 576, ETA: 7:52:27
2024-12-17 08:14:42.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.135e-03, size: 736, ETA: 7:52:25
2024-12-17 08:14:44.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.135e-03, size: 704, ETA: 7:52:23
2024-12-17 08:14:47.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.224s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.135e-03, size: 608, ETA: 7:52:20
2024-12-17 08:14:49.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.135e-03, size: 608, ETA: 7:52:18
2024-12-17 08:14:51.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.135e-03, size: 576, ETA: 7:52:16
2024-12-17 08:14:53.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.135e-03, size: 576, ETA: 7:52:14
2024-12-17 08:14:56.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.134e-03, size: 672, ETA: 7:52:12
2024-12-17 08:14:58.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.134e-03, size: 544, ETA: 7:52:10
2024-12-17 08:15:00.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.134e-03, size: 704, ETA: 7:52:08
2024-12-17 08:15:03.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.134e-03, size: 576, ETA: 7:52:05
2024-12-17 08:15:05.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.134e-03, size: 736, ETA: 7:52:03
2024-12-17 08:15:07.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.134e-03, size: 704, ETA: 7:52:01
2024-12-17 08:15:09.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.133e-03, size: 704, ETA: 7:51:59
2024-12-17 08:15:11.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.133e-03, size: 704, ETA: 7:51:57
2024-12-17 08:15:14.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.133e-03, size: 576, ETA: 7:51:54
2024-12-17 08:15:16.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.133e-03, size: 672, ETA: 7:51:52
2024-12-17 08:15:19.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.316s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.133e-03, size: 736, ETA: 7:51:51
2024-12-17 08:15:22.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.133e-03, size: 640, ETA: 7:51:50
2024-12-17 08:15:24.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.132e-03, size: 672, ETA: 7:51:47
2024-12-17 08:15:26.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.132e-03, size: 608, ETA: 7:51:45
2024-12-17 08:15:28.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.132e-03, size: 576, ETA: 7:51:42
2024-12-17 08:15:30.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.132e-03, size: 640, ETA: 7:51:40
2024-12-17 08:15:32.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.132e-03, size: 704, ETA: 7:51:37
2024-12-17 08:15:34.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.132e-03, size: 544, ETA: 7:51:35
2024-12-17 08:15:36.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.131e-03, size: 544, ETA: 7:51:32
2024-12-17 08:15:38.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.131e-03, size: 736, ETA: 7:51:30
2024-12-17 08:15:40.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.131e-03, size: 640, ETA: 7:51:27
2024-12-17 08:15:42.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.131e-03, size: 544, ETA: 7:51:25
2024-12-17 08:15:44.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.131e-03, size: 576, ETA: 7:51:23
2024-12-17 08:15:46.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.131e-03, size: 544, ETA: 7:51:20
2024-12-17 08:15:48.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.131e-03, size: 704, ETA: 7:51:18
2024-12-17 08:15:50.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.130e-03, size: 576, ETA: 7:51:16
2024-12-17 08:15:53.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.130e-03, size: 576, ETA: 7:51:14
2024-12-17 08:15:56.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.130e-03, size: 576, ETA: 7:51:12
2024-12-17 08:15:58.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.130e-03, size: 544, ETA: 7:51:11
2024-12-17 08:16:01.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.130e-03, size: 576, ETA: 7:51:09
2024-12-17 08:16:03.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.130e-03, size: 672, ETA: 7:51:06
2024-12-17 08:16:05.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.129e-03, size: 672, ETA: 7:51:04
2024-12-17 08:16:07.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.129e-03, size: 736, ETA: 7:51:01
2024-12-17 08:16:09.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.129e-03, size: 736, ETA: 7:50:59
2024-12-17 08:16:11.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.129e-03, size: 576, ETA: 7:50:57
2024-12-17 08:16:13.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.129e-03, size: 576, ETA: 7:50:55
2024-12-17 08:16:16.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.129e-03, size: 672, ETA: 7:50:53
2024-12-17 08:16:18.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.128e-03, size: 544, ETA: 7:50:51
2024-12-17 08:16:21.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.128e-03, size: 640, ETA: 7:50:49
2024-12-17 08:16:23.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.128e-03, size: 704, ETA: 7:50:47
2024-12-17 08:16:25.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.128e-03, size: 640, ETA: 7:50:44
2024-12-17 08:16:27.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.128e-03, size: 608, ETA: 7:50:42
2024-12-17 08:16:29.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.128e-03, size: 576, ETA: 7:50:40
2024-12-17 08:16:31.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.127e-03, size: 704, ETA: 7:50:37
2024-12-17 08:16:34.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.127e-03, size: 576, ETA: 7:50:35
2024-12-17 08:16:37.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.127e-03, size: 576, ETA: 7:50:34
2024-12-17 08:16:39.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.127e-03, size: 640, ETA: 7:50:32
2024-12-17 08:16:41.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.127e-03, size: 576, ETA: 7:50:30
2024-12-17 08:16:43.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.127e-03, size: 672, ETA: 7:50:27
2024-12-17 08:16:45.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.127e-03, size: 576, ETA: 7:50:25
2024-12-17 08:16:48.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.126e-03, size: 608, ETA: 7:50:23
2024-12-17 08:16:50.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.126e-03, size: 608, ETA: 7:50:20
2024-12-17 08:16:52.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.126e-03, size: 672, ETA: 7:50:18
2024-12-17 08:16:54.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.126e-03, size: 640, ETA: 7:50:16
2024-12-17 08:16:56.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.126e-03, size: 704, ETA: 7:50:13
2024-12-17 08:16:58.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.126e-03, size: 576, ETA: 7:50:11
2024-12-17 08:17:00.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.125e-03, size: 608, ETA: 7:50:09
2024-12-17 08:17:02.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.125e-03, size: 736, ETA: 7:50:06
2024-12-17 08:17:05.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.125e-03, size: 736, ETA: 7:50:05
2024-12-17 08:17:08.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.255s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.125e-03, size: 640, ETA: 7:50:03
2024-12-17 08:17:10.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.125e-03, size: 544, ETA: 7:50:01
2024-12-17 08:17:13.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.125e-03, size: 608, ETA: 7:49:59
2024-12-17 08:17:15.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.124e-03, size: 640, ETA: 7:49:57
2024-12-17 08:17:17.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.124e-03, size: 640, ETA: 7:49:55
2024-12-17 08:17:19.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.124e-03, size: 576, ETA: 7:49:52
2024-12-17 08:17:22.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.124e-03, size: 640, ETA: 7:49:50
2024-12-17 08:17:24.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.124e-03, size: 640, ETA: 7:49:48
2024-12-17 08:17:26.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.124e-03, size: 640, ETA: 7:49:45
2024-12-17 08:17:28.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.123e-03, size: 672, ETA: 7:49:43
2024-12-17 08:17:30.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.123e-03, size: 672, ETA: 7:49:41
2024-12-17 08:17:33.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.123e-03, size: 704, ETA: 7:49:40
2024-12-17 08:17:36.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.123e-03, size: 640, ETA: 7:49:38
2024-12-17 08:17:38.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.123e-03, size: 736, ETA: 7:49:36
2024-12-17 08:17:41.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.123e-03, size: 576, ETA: 7:49:34
2024-12-17 08:17:43.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.123e-03, size: 736, ETA: 7:49:31
2024-12-17 08:17:45.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.122e-03, size: 736, ETA: 7:49:29
2024-12-17 08:17:47.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.122e-03, size: 640, ETA: 7:49:26
2024-12-17 08:17:49.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.122e-03, size: 544, ETA: 7:49:24
2024-12-17 08:17:51.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.122e-03, size: 736, ETA: 7:49:22
2024-12-17 08:17:53.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.122e-03, size: 640, ETA: 7:49:20
2024-12-17 08:17:56.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.122e-03, size: 640, ETA: 7:49:18
2024-12-17 08:17:58.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.121e-03, size: 736, ETA: 7:49:16
2024-12-17 08:18:01.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.121e-03, size: 544, ETA: 7:49:14
2024-12-17 08:18:04.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.121e-03, size: 736, ETA: 7:49:12
2024-12-17 08:18:05.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.121e-03, size: 608, ETA: 7:49:10
2024-12-17 08:18:07.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.121e-03, size: 672, ETA: 7:49:07
2024-12-17 08:18:09.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.121e-03, size: 672, ETA: 7:49:05
2024-12-17 08:18:11.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.120e-03, size: 576, ETA: 7:49:02
2024-12-17 08:18:13.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.120e-03, size: 672, ETA: 7:49:00
2024-12-17 08:18:16.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.120e-03, size: 704, ETA: 7:48:58
2024-12-17 08:18:18.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.120e-03, size: 576, ETA: 7:48:56
2024-12-17 08:18:20.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.120e-03, size: 608, ETA: 7:48:53
2024-12-17 08:18:22.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.120e-03, size: 640, ETA: 7:48:51
2024-12-17 08:18:24.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.119e-03, size: 640, ETA: 7:48:49
2024-12-17 08:18:27.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.119e-03, size: 608, ETA: 7:48:47
2024-12-17 08:18:29.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.119e-03, size: 640, ETA: 7:48:45
2024-12-17 08:18:31.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.119e-03, size: 608, ETA: 7:48:42
2024-12-17 08:18:33.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.119e-03, size: 640, ETA: 7:48:40
2024-12-17 08:18:35.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.119e-03, size: 672, ETA: 7:48:37
2024-12-17 08:18:36.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.119e-03, size: 672, ETA: 7:48:35
2024-12-17 08:18:39.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.118e-03, size: 640, ETA: 7:48:32
2024-12-17 08:18:41.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.118e-03, size: 544, ETA: 7:48:30
2024-12-17 08:18:43.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.118e-03, size: 608, ETA: 7:48:28
2024-12-17 08:18:46.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.118e-03, size: 576, ETA: 7:48:26
2024-12-17 08:18:48.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.118e-03, size: 704, ETA: 7:48:24
2024-12-17 08:18:50.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.118e-03, size: 640, ETA: 7:48:22
2024-12-17 08:18:52.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.117e-03, size: 576, ETA: 7:48:20
2024-12-17 08:18:54.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.117e-03, size: 576, ETA: 7:48:17
2024-12-17 08:18:56.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.117e-03, size: 576, ETA: 7:48:15
2024-12-17 08:18:58.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.117e-03, size: 544, ETA: 7:48:12
2024-12-17 08:19:00.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.117e-03, size: 544, ETA: 7:48:10
2024-12-17 08:19:02.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.117e-03, size: 736, ETA: 7:48:07
2024-12-17 08:19:04.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.116e-03, size: 672, ETA: 7:48:05
2024-12-17 08:19:06.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.116e-03, size: 704, ETA: 7:48:03
2024-12-17 08:19:09.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.116e-03, size: 704, ETA: 7:48:01
2024-12-17 08:19:12.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.116e-03, size: 608, ETA: 7:47:59
2024-12-17 08:19:14.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.116e-03, size: 640, ETA: 7:47:57
2024-12-17 08:19:16.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.116e-03, size: 640, ETA: 7:47:55
2024-12-17 08:19:18.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.115e-03, size: 640, ETA: 7:47:53
2024-12-17 08:19:20.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.115e-03, size: 640, ETA: 7:47:50
2024-12-17 08:19:22.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.115e-03, size: 704, ETA: 7:47:48
2024-12-17 08:19:24.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.115e-03, size: 608, ETA: 7:47:45
2024-12-17 08:19:26.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.115e-03, size: 640, ETA: 7:47:43
2024-12-17 08:19:28.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.115e-03, size: 640, ETA: 7:47:40
2024-12-17 08:19:31.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.115e-03, size: 608, ETA: 7:47:38
2024-12-17 08:19:33.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.114e-03, size: 704, ETA: 7:47:36
2024-12-17 08:19:35.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.114e-03, size: 672, ETA: 7:47:34
2024-12-17 08:19:38.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.114e-03, size: 544, ETA: 7:47:32
2024-12-17 08:19:40.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.114e-03, size: 640, ETA: 7:47:30
2024-12-17 08:19:42.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.114e-03, size: 544, ETA: 7:47:28
2024-12-17 08:19:44.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.114e-03, size: 544, ETA: 7:47:25
2024-12-17 08:19:46.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.113e-03, size: 640, ETA: 7:47:23
2024-12-17 08:19:48.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.113e-03, size: 672, ETA: 7:47:21
2024-12-17 08:19:50.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.113e-03, size: 576, ETA: 7:47:18
2024-12-17 08:19:52.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.113e-03, size: 576, ETA: 7:47:16
2024-12-17 08:19:55.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.113e-03, size: 736, ETA: 7:47:14
2024-12-17 08:19:57.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.113e-03, size: 640, ETA: 7:47:12
2024-12-17 08:20:00.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.112e-03, size: 608, ETA: 7:47:10
2024-12-17 08:20:02.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.112e-03, size: 736, ETA: 7:47:08
2024-12-17 08:20:05.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.112e-03, size: 736, ETA: 7:47:06
2024-12-17 08:20:07.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.112e-03, size: 704, ETA: 7:47:04
2024-12-17 08:20:09.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.112e-03, size: 608, ETA: 7:47:01
2024-12-17 08:20:11.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.112e-03, size: 672, ETA: 7:46:59
2024-12-17 08:20:13.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.111e-03, size: 704, ETA: 7:46:57
2024-12-17 08:20:15.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.111e-03, size: 640, ETA: 7:46:54
2024-12-17 08:20:18.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.111e-03, size: 704, ETA: 7:46:52
2024-12-17 08:20:20.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.111e-03, size: 704, ETA: 7:46:50
2024-12-17 08:20:23.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.111e-03, size: 608, ETA: 7:46:48
2024-12-17 08:20:25.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.111e-03, size: 704, ETA: 7:46:47
2024-12-17 08:20:28.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.111e-03, size: 544, ETA: 7:46:45
2024-12-17 08:20:30.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.110e-03, size: 704, ETA: 7:46:43
2024-12-17 08:20:32.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.110e-03, size: 640, ETA: 7:46:40
2024-12-17 08:20:34.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.110e-03, size: 640, ETA: 7:46:38
2024-12-17 08:20:36.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.110e-03, size: 704, ETA: 7:46:35
2024-12-17 08:20:38.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.110e-03, size: 576, ETA: 7:46:33
2024-12-17 08:20:40.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.110e-03, size: 576, ETA: 7:46:31
2024-12-17 08:20:43.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.109e-03, size: 640, ETA: 7:46:29
2024-12-17 08:20:45.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.109e-03, size: 544, ETA: 7:46:27
2024-12-17 08:20:48.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.109e-03, size: 736, ETA: 7:46:25
2024-12-17 08:20:50.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.109e-03, size: 608, ETA: 7:46:23
2024-12-17 08:20:53.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.109e-03, size: 704, ETA: 7:46:21
2024-12-17 08:20:55.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.109e-03, size: 704, ETA: 7:46:19
2024-12-17 08:20:57.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.108e-03, size: 704, ETA: 7:46:17
2024-12-17 08:20:59.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.108e-03, size: 544, ETA: 7:46:14
2024-12-17 08:21:01.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.108e-03, size: 704, ETA: 7:46:12
2024-12-17 08:21:03.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.108e-03, size: 704, ETA: 7:46:09
2024-12-17 08:21:05.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.108e-03, size: 704, ETA: 7:46:07
2024-12-17 08:21:07.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.108e-03, size: 576, ETA: 7:46:05
2024-12-17 08:21:10.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.107e-03, size: 608, ETA: 7:46:02
2024-12-17 08:21:12.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.107e-03, size: 672, ETA: 7:46:01
2024-12-17 08:21:15.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.107e-03, size: 640, ETA: 7:45:59
2024-12-17 08:21:18.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.272s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.107e-03, size: 704, ETA: 7:45:57
2024-12-17 08:21:20.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.107e-03, size: 576, ETA: 7:45:55
2024-12-17 08:21:21.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.107e-03, size: 608, ETA: 7:45:52
2024-12-17 08:21:23.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.107e-03, size: 576, ETA: 7:45:50
2024-12-17 08:21:25.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.106e-03, size: 672, ETA: 7:45:47
2024-12-17 08:21:27.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.106e-03, size: 672, ETA: 7:45:45
2024-12-17 08:21:30.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.106e-03, size: 704, ETA: 7:45:43
2024-12-17 08:21:32.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.106e-03, size: 736, ETA: 7:45:41
2024-12-17 08:21:34.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.106e-03, size: 576, ETA: 7:45:39
2024-12-17 08:21:37.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.106e-03, size: 544, ETA: 7:45:37
2024-12-17 08:21:39.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.105e-03, size: 544, ETA: 7:45:34
2024-12-17 08:21:41.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.105e-03, size: 736, ETA: 7:45:32
2024-12-17 08:21:43.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.105e-03, size: 544, ETA: 7:45:30
2024-12-17 08:21:45.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.105e-03, size: 704, ETA: 7:45:28
2024-12-17 08:21:48.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.105e-03, size: 704, ETA: 7:45:26
2024-12-17 08:21:50.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.105e-03, size: 640, ETA: 7:45:23
2024-12-17 08:21:52.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.104e-03, size: 640, ETA: 7:45:21
2024-12-17 08:21:54.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.104e-03, size: 704, ETA: 7:45:18
2024-12-17 08:21:56.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.104e-03, size: 672, ETA: 7:45:16
2024-12-17 08:21:58.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.104e-03, size: 544, ETA: 7:45:14
2024-12-17 08:22:00.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.104e-03, size: 672, ETA: 7:45:12
2024-12-17 08:22:02.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.104e-03, size: 576, ETA: 7:45:09
2024-12-17 08:22:04.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.104e-03, size: 640, ETA: 7:45:07
2024-12-17 08:22:06.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.103e-03, size: 576, ETA: 7:45:04
2024-12-17 08:22:08.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.103e-03, size: 736, ETA: 7:45:02
2024-12-17 08:22:10.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.103e-03, size: 640, ETA: 7:45:00
2024-12-17 08:22:12.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.103e-03, size: 608, ETA: 7:44:57
2024-12-17 08:22:14.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.103e-03, size: 704, ETA: 7:44:55
2024-12-17 08:22:17.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.103e-03, size: 608, ETA: 7:44:53
2024-12-17 08:22:19.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.102e-03, size: 672, ETA: 7:44:51
2024-12-17 08:22:21.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.102e-03, size: 672, ETA: 7:44:48
2024-12-17 08:22:23.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.102e-03, size: 704, ETA: 7:44:46
2024-12-17 08:22:25.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.102e-03, size: 640, ETA: 7:44:43
2024-12-17 08:22:27.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.102e-03, size: 672, ETA: 7:44:41
2024-12-17 08:22:29.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.102e-03, size: 608, ETA: 7:44:39
2024-12-17 08:22:31.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.101e-03, size: 704, ETA: 7:44:36
2024-12-17 08:22:33.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.101e-03, size: 640, ETA: 7:44:34
2024-12-17 08:22:35.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.101e-03, size: 736, ETA: 7:44:31
2024-12-17 08:22:37.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.101e-03, size: 704, ETA: 7:44:29
2024-12-17 08:22:39.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.101e-03, size: 736, ETA: 7:44:27
2024-12-17 08:22:42.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.101e-03, size: 544, ETA: 7:44:25
2024-12-17 08:22:44.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.100e-03, size: 544, ETA: 7:44:22
2024-12-17 08:22:46.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.100e-03, size: 704, ETA: 7:44:20
2024-12-17 08:22:48.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.100e-03, size: 672, ETA: 7:44:18
2024-12-17 08:22:50.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.100e-03, size: 736, ETA: 7:44:16
2024-12-17 08:22:52.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.100e-03, size: 736, ETA: 7:44:13
2024-12-17 08:22:54.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.100e-03, size: 608, ETA: 7:44:11
2024-12-17 08:22:57.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.100e-03, size: 736, ETA: 7:44:09
2024-12-17 08:22:59.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.099e-03, size: 576, ETA: 7:44:07
2024-12-17 08:23:02.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.268s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.099e-03, size: 608, ETA: 7:44:05
2024-12-17 08:23:04.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.099e-03, size: 704, ETA: 7:44:03
2024-12-17 08:23:06.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.099e-03, size: 576, ETA: 7:44:00
2024-12-17 08:23:08.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.099e-03, size: 704, ETA: 7:43:58
2024-12-17 08:23:10.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.099e-03, size: 640, ETA: 7:43:55
2024-12-17 08:23:12.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.198s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.098e-03, size: 704, ETA: 7:43:53
2024-12-17 08:23:13.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.098e-03, size: 608, ETA: 7:43:50
2024-12-17 08:23:15.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.098e-03, size: 544, ETA: 7:43:48
2024-12-17 08:23:18.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.098e-03, size: 576, ETA: 7:43:46
2024-12-17 08:23:20.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 58/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.098e-03, size: 736, ETA: 7:43:44
2024-12-17 08:23:21.441 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 08:23:21.866 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch59
2024-12-17 08:23:24.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.098e-03, size: 544, ETA: 7:43:41
2024-12-17 08:23:26.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.097e-03, size: 544, ETA: 7:43:38
2024-12-17 08:23:29.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.097e-03, size: 544, ETA: 7:43:37
2024-12-17 08:23:31.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.097e-03, size: 736, ETA: 7:43:35
2024-12-17 08:23:34.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.097e-03, size: 704, ETA: 7:43:33
2024-12-17 08:23:36.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.097e-03, size: 640, ETA: 7:43:31
2024-12-17 08:23:38.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.097e-03, size: 672, ETA: 7:43:28
2024-12-17 08:23:40.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.096e-03, size: 640, ETA: 7:43:26
2024-12-17 08:23:42.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.096e-03, size: 704, ETA: 7:43:23
2024-12-17 08:23:44.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.096e-03, size: 608, ETA: 7:43:21
2024-12-17 08:23:46.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.096e-03, size: 704, ETA: 7:43:18
2024-12-17 08:23:48.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.096e-03, size: 640, ETA: 7:43:16
2024-12-17 08:23:50.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.234s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.096e-03, size: 576, ETA: 7:43:14
2024-12-17 08:23:52.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.095e-03, size: 576, ETA: 7:43:12
2024-12-17 08:23:55.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.095e-03, size: 608, ETA: 7:43:10
2024-12-17 08:23:57.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.095e-03, size: 576, ETA: 7:43:08
2024-12-17 08:24:00.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.095e-03, size: 704, ETA: 7:43:06
2024-12-17 08:24:02.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.095e-03, size: 576, ETA: 7:43:03
2024-12-17 08:24:03.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.095e-03, size: 576, ETA: 7:43:01
2024-12-17 08:24:05.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.095e-03, size: 640, ETA: 7:42:58
2024-12-17 08:24:07.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.094e-03, size: 576, ETA: 7:42:56
2024-12-17 08:24:09.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.094e-03, size: 672, ETA: 7:42:53
2024-12-17 08:24:11.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.094e-03, size: 544, ETA: 7:42:51
2024-12-17 08:24:13.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.094e-03, size: 640, ETA: 7:42:49
2024-12-17 08:24:16.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.094e-03, size: 672, ETA: 7:42:47
2024-12-17 08:24:18.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.094e-03, size: 736, ETA: 7:42:45
2024-12-17 08:24:21.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.093e-03, size: 576, ETA: 7:42:43
2024-12-17 08:24:23.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.093e-03, size: 576, ETA: 7:42:41
2024-12-17 08:24:25.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.093e-03, size: 576, ETA: 7:42:39
2024-12-17 08:24:27.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.093e-03, size: 544, ETA: 7:42:36
2024-12-17 08:24:29.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.093e-03, size: 704, ETA: 7:42:34
2024-12-17 08:24:32.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.093e-03, size: 576, ETA: 7:42:32
2024-12-17 08:24:34.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.092e-03, size: 736, ETA: 7:42:29
2024-12-17 08:24:36.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.092e-03, size: 736, ETA: 7:42:27
2024-12-17 08:24:38.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.092e-03, size: 576, ETA: 7:42:25
2024-12-17 08:24:40.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.092e-03, size: 608, ETA: 7:42:22
2024-12-17 08:24:42.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.092e-03, size: 736, ETA: 7:42:20
2024-12-17 08:24:45.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.092e-03, size: 640, ETA: 7:42:18
2024-12-17 08:24:47.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.091e-03, size: 640, ETA: 7:42:16
2024-12-17 08:24:49.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.091e-03, size: 704, ETA: 7:42:14
2024-12-17 08:24:51.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.091e-03, size: 672, ETA: 7:42:12
2024-12-17 08:24:53.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.091e-03, size: 544, ETA: 7:42:09
2024-12-17 08:24:55.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.091e-03, size: 736, ETA: 7:42:07
2024-12-17 08:24:57.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.091e-03, size: 704, ETA: 7:42:04
2024-12-17 08:24:59.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.091e-03, size: 576, ETA: 7:42:02
2024-12-17 08:25:01.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.090e-03, size: 544, ETA: 7:41:59
2024-12-17 08:25:03.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.090e-03, size: 608, ETA: 7:41:57
2024-12-17 08:25:06.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.090e-03, size: 544, ETA: 7:41:55
2024-12-17 08:25:08.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.090e-03, size: 640, ETA: 7:41:53
2024-12-17 08:25:11.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.090e-03, size: 544, ETA: 7:41:51
2024-12-17 08:25:13.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.090e-03, size: 608, ETA: 7:41:49
2024-12-17 08:25:15.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.089e-03, size: 544, ETA: 7:41:47
2024-12-17 08:25:17.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.089e-03, size: 608, ETA: 7:41:44
2024-12-17 08:25:19.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.089e-03, size: 544, ETA: 7:41:42
2024-12-17 08:25:21.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.089e-03, size: 672, ETA: 7:41:39
2024-12-17 08:25:23.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.089e-03, size: 576, ETA: 7:41:37
2024-12-17 08:25:25.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.089e-03, size: 640, ETA: 7:41:34
2024-12-17 08:25:27.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.088e-03, size: 640, ETA: 7:41:32
2024-12-17 08:25:29.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.088e-03, size: 704, ETA: 7:41:30
2024-12-17 08:25:31.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.088e-03, size: 736, ETA: 7:41:28
2024-12-17 08:25:34.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.088e-03, size: 544, ETA: 7:41:26
2024-12-17 08:25:36.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.088e-03, size: 544, ETA: 7:41:24
2024-12-17 08:25:39.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.250s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.088e-03, size: 544, ETA: 7:41:22
2024-12-17 08:25:40.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.088e-03, size: 608, ETA: 7:41:19
2024-12-17 08:25:43.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.087e-03, size: 736, ETA: 7:41:17
2024-12-17 08:25:45.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.087e-03, size: 544, ETA: 7:41:15
2024-12-17 08:25:47.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.188s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.087e-03, size: 704, ETA: 7:41:12
2024-12-17 08:25:49.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.087e-03, size: 672, ETA: 7:41:10
2024-12-17 08:25:51.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.087e-03, size: 736, ETA: 7:41:08
2024-12-17 08:25:53.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.087e-03, size: 544, ETA: 7:41:06
2024-12-17 08:25:55.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.086e-03, size: 544, ETA: 7:41:03
2024-12-17 08:25:58.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.086e-03, size: 576, ETA: 7:41:01
2024-12-17 08:26:00.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.086e-03, size: 672, ETA: 7:40:59
2024-12-17 08:26:03.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.086e-03, size: 736, ETA: 7:40:57
2024-12-17 08:26:05.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.086e-03, size: 544, ETA: 7:40:55
2024-12-17 08:26:07.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.086e-03, size: 640, ETA: 7:40:52
2024-12-17 08:26:08.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.085e-03, size: 672, ETA: 7:40:50
2024-12-17 08:26:10.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.085e-03, size: 672, ETA: 7:40:47
2024-12-17 08:26:12.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.085e-03, size: 736, ETA: 7:40:45
2024-12-17 08:26:15.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.085e-03, size: 608, ETA: 7:40:43
2024-12-17 08:26:17.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.004s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.085e-03, size: 640, ETA: 7:40:40
2024-12-17 08:26:19.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.085e-03, size: 640, ETA: 7:40:38
2024-12-17 08:26:21.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.084e-03, size: 736, ETA: 7:40:35
2024-12-17 08:26:23.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.084e-03, size: 608, ETA: 7:40:33
2024-12-17 08:26:25.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.084e-03, size: 672, ETA: 7:40:31
2024-12-17 08:26:27.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.084e-03, size: 640, ETA: 7:40:29
2024-12-17 08:26:30.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.084e-03, size: 608, ETA: 7:40:27
2024-12-17 08:26:32.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.084e-03, size: 608, ETA: 7:40:25
2024-12-17 08:26:35.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.084e-03, size: 704, ETA: 7:40:23
2024-12-17 08:26:37.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.083e-03, size: 608, ETA: 7:40:21
2024-12-17 08:26:40.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.083e-03, size: 608, ETA: 7:40:19
2024-12-17 08:26:42.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.083e-03, size: 736, ETA: 7:40:17
2024-12-17 08:26:44.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.083e-03, size: 576, ETA: 7:40:15
2024-12-17 08:26:46.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.083e-03, size: 608, ETA: 7:40:12
2024-12-17 08:26:48.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.083e-03, size: 704, ETA: 7:40:10
2024-12-17 08:26:50.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.082e-03, size: 640, ETA: 7:40:07
2024-12-17 08:26:52.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.082e-03, size: 640, ETA: 7:40:05
2024-12-17 08:26:55.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.082e-03, size: 672, ETA: 7:40:03
2024-12-17 08:26:57.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.082e-03, size: 544, ETA: 7:40:01
2024-12-17 08:27:00.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.082e-03, size: 608, ETA: 7:39:59
2024-12-17 08:27:03.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.082e-03, size: 736, ETA: 7:39:58
2024-12-17 08:27:05.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.081e-03, size: 608, ETA: 7:39:56
2024-12-17 08:27:07.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.081e-03, size: 736, ETA: 7:39:53
2024-12-17 08:27:09.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.081e-03, size: 544, ETA: 7:39:51
2024-12-17 08:27:11.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.081e-03, size: 544, ETA: 7:39:48
2024-12-17 08:27:13.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.081e-03, size: 640, ETA: 7:39:46
2024-12-17 08:27:15.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.081e-03, size: 736, ETA: 7:39:44
2024-12-17 08:27:18.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.081e-03, size: 704, ETA: 7:39:42
2024-12-17 08:27:20.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.080e-03, size: 640, ETA: 7:39:40
2024-12-17 08:27:22.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.080e-03, size: 704, ETA: 7:39:37
2024-12-17 08:27:25.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.080e-03, size: 736, ETA: 7:39:35
2024-12-17 08:27:27.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.080e-03, size: 576, ETA: 7:39:34
2024-12-17 08:27:29.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.080e-03, size: 544, ETA: 7:39:31
2024-12-17 08:27:31.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.080e-03, size: 672, ETA: 7:39:29
2024-12-17 08:27:33.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.079e-03, size: 544, ETA: 7:39:26
2024-12-17 08:27:35.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.079e-03, size: 736, ETA: 7:39:24
2024-12-17 08:27:37.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.079e-03, size: 672, ETA: 7:39:21
2024-12-17 08:27:39.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.079e-03, size: 608, ETA: 7:39:19
2024-12-17 08:27:42.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.079e-03, size: 704, ETA: 7:39:17
2024-12-17 08:27:44.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.079e-03, size: 736, ETA: 7:39:15
2024-12-17 08:27:46.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.078e-03, size: 736, ETA: 7:39:13
2024-12-17 08:27:49.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.078e-03, size: 576, ETA: 7:39:11
2024-12-17 08:27:51.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.078e-03, size: 608, ETA: 7:39:09
2024-12-17 08:27:53.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.078e-03, size: 640, ETA: 7:39:07
2024-12-17 08:27:55.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.078e-03, size: 672, ETA: 7:39:04
2024-12-17 08:27:58.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.078e-03, size: 704, ETA: 7:39:02
2024-12-17 08:28:00.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.078e-03, size: 704, ETA: 7:39:00
2024-12-17 08:28:02.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.077e-03, size: 736, ETA: 7:38:57
2024-12-17 08:28:04.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.077e-03, size: 640, ETA: 7:38:55
2024-12-17 08:28:06.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.077e-03, size: 672, ETA: 7:38:53
2024-12-17 08:28:08.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.077e-03, size: 640, ETA: 7:38:51
2024-12-17 08:28:11.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.077e-03, size: 704, ETA: 7:38:49
2024-12-17 08:28:13.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.077e-03, size: 576, ETA: 7:38:47
2024-12-17 08:28:16.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.076e-03, size: 544, ETA: 7:38:45
2024-12-17 08:28:18.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.076e-03, size: 704, ETA: 7:38:43
2024-12-17 08:28:21.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.076e-03, size: 736, ETA: 7:38:41
2024-12-17 08:28:23.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.076e-03, size: 608, ETA: 7:38:38
2024-12-17 08:28:25.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.076e-03, size: 544, ETA: 7:38:36
2024-12-17 08:28:26.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.076e-03, size: 704, ETA: 7:38:33
2024-12-17 08:28:29.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.075e-03, size: 608, ETA: 7:38:31
2024-12-17 08:28:31.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.075e-03, size: 736, ETA: 7:38:29
2024-12-17 08:28:33.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.075e-03, size: 544, ETA: 7:38:27
2024-12-17 08:28:35.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.075e-03, size: 736, ETA: 7:38:24
2024-12-17 08:28:37.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.075e-03, size: 704, ETA: 7:38:22
2024-12-17 08:28:40.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.075e-03, size: 608, ETA: 7:38:21
2024-12-17 08:28:43.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.074e-03, size: 704, ETA: 7:38:19
2024-12-17 08:28:45.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.074e-03, size: 640, ETA: 7:38:16
2024-12-17 08:28:47.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.074e-03, size: 576, ETA: 7:38:14
2024-12-17 08:28:49.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.074e-03, size: 672, ETA: 7:38:11
2024-12-17 08:28:51.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.074e-03, size: 640, ETA: 7:38:09
2024-12-17 08:28:53.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.074e-03, size: 640, ETA: 7:38:07
2024-12-17 08:28:55.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.074e-03, size: 704, ETA: 7:38:04
2024-12-17 08:28:57.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.073e-03, size: 672, ETA: 7:38:02
2024-12-17 08:28:59.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.073e-03, size: 736, ETA: 7:38:00
2024-12-17 08:29:01.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.073e-03, size: 544, ETA: 7:37:57
2024-12-17 08:29:03.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.073e-03, size: 608, ETA: 7:37:55
2024-12-17 08:29:05.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.073e-03, size: 640, ETA: 7:37:53
2024-12-17 08:29:08.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.073e-03, size: 640, ETA: 7:37:51
2024-12-17 08:29:10.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.072e-03, size: 704, ETA: 7:37:49
2024-12-17 08:29:12.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.072e-03, size: 736, ETA: 7:37:46
2024-12-17 08:29:14.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.072e-03, size: 704, ETA: 7:37:44
2024-12-17 08:29:16.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.072e-03, size: 544, ETA: 7:37:42
2024-12-17 08:29:18.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.072e-03, size: 704, ETA: 7:37:39
2024-12-17 08:29:20.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.072e-03, size: 640, ETA: 7:37:37
2024-12-17 08:29:23.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.071e-03, size: 608, ETA: 7:37:35
2024-12-17 08:29:25.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.071e-03, size: 672, ETA: 7:37:33
2024-12-17 08:29:27.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.071e-03, size: 576, ETA: 7:37:31
2024-12-17 08:29:30.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.071e-03, size: 704, ETA: 7:37:29
2024-12-17 08:29:33.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.071e-03, size: 576, ETA: 7:37:27
2024-12-17 08:29:35.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.071e-03, size: 736, ETA: 7:37:25
2024-12-17 08:29:37.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.071e-03, size: 672, ETA: 7:37:22
2024-12-17 08:29:39.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.070e-03, size: 672, ETA: 7:37:20
2024-12-17 08:29:41.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.070e-03, size: 736, ETA: 7:37:18
2024-12-17 08:29:43.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.070e-03, size: 736, ETA: 7:37:15
2024-12-17 08:29:45.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.070e-03, size: 704, ETA: 7:37:13
2024-12-17 08:29:48.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.070e-03, size: 672, ETA: 7:37:11
2024-12-17 08:29:50.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.070e-03, size: 544, ETA: 7:37:09
2024-12-17 08:29:52.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.069e-03, size: 576, ETA: 7:37:06
2024-12-17 08:29:54.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.069e-03, size: 640, ETA: 7:37:04
2024-12-17 08:29:57.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.069e-03, size: 736, ETA: 7:37:02
2024-12-17 08:29:59.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.069e-03, size: 544, ETA: 7:37:00
2024-12-17 08:30:01.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.069e-03, size: 608, ETA: 7:36:58
2024-12-17 08:30:03.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.069e-03, size: 736, ETA: 7:36:56
2024-12-17 08:30:05.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.068e-03, size: 704, ETA: 7:36:53
2024-12-17 08:30:07.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.068e-03, size: 672, ETA: 7:36:51
2024-12-17 08:30:10.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.068e-03, size: 736, ETA: 7:36:49
2024-12-17 08:30:12.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.068e-03, size: 640, ETA: 7:36:47
2024-12-17 08:30:14.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.068e-03, size: 576, ETA: 7:36:45
2024-12-17 08:30:16.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.068e-03, size: 640, ETA: 7:36:42
2024-12-17 08:30:18.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.068e-03, size: 544, ETA: 7:36:40
2024-12-17 08:30:21.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.067e-03, size: 640, ETA: 7:36:38
2024-12-17 08:30:23.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.067e-03, size: 704, ETA: 7:36:36
2024-12-17 08:30:25.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.067e-03, size: 672, ETA: 7:36:34
2024-12-17 08:30:27.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.067e-03, size: 576, ETA: 7:36:31
2024-12-17 08:30:29.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.067e-03, size: 576, ETA: 7:36:29
2024-12-17 08:30:31.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.067e-03, size: 576, ETA: 7:36:26
2024-12-17 08:30:34.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.066e-03, size: 576, ETA: 7:36:24
2024-12-17 08:30:36.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.066e-03, size: 736, ETA: 7:36:22
2024-12-17 08:30:38.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.066e-03, size: 704, ETA: 7:36:20
2024-12-17 08:30:41.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.066e-03, size: 704, ETA: 7:36:18
2024-12-17 08:30:43.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.066e-03, size: 544, ETA: 7:36:16
2024-12-17 08:30:45.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.066e-03, size: 544, ETA: 7:36:14
2024-12-17 08:30:47.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.065e-03, size: 640, ETA: 7:36:11
2024-12-17 08:30:49.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.065e-03, size: 704, ETA: 7:36:09
2024-12-17 08:30:51.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.065e-03, size: 544, ETA: 7:36:06
2024-12-17 08:30:53.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.065e-03, size: 576, ETA: 7:36:04
2024-12-17 08:30:55.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.065e-03, size: 608, ETA: 7:36:02
2024-12-17 08:30:57.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.065e-03, size: 640, ETA: 7:35:59
2024-12-17 08:31:00.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.064e-03, size: 736, ETA: 7:35:57
2024-12-17 08:31:02.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.064e-03, size: 608, ETA: 7:35:55
2024-12-17 08:31:05.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.064e-03, size: 576, ETA: 7:35:54
2024-12-17 08:31:07.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.064e-03, size: 704, ETA: 7:35:52
2024-12-17 08:31:10.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.064e-03, size: 608, ETA: 7:35:50
2024-12-17 08:31:12.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.064e-03, size: 704, ETA: 7:35:48
2024-12-17 08:31:14.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.064e-03, size: 640, ETA: 7:35:45
2024-12-17 08:31:17.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.063e-03, size: 704, ETA: 7:35:43
2024-12-17 08:31:19.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.063e-03, size: 544, ETA: 7:35:41
2024-12-17 08:31:21.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.063e-03, size: 704, ETA: 7:35:39
2024-12-17 08:31:23.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.063e-03, size: 576, ETA: 7:35:36
2024-12-17 08:31:25.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.063e-03, size: 672, ETA: 7:35:34
2024-12-17 08:31:28.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.063e-03, size: 704, ETA: 7:35:32
2024-12-17 08:31:31.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.062e-03, size: 704, ETA: 7:35:31
2024-12-17 08:31:34.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.062e-03, size: 640, ETA: 7:35:29
2024-12-17 08:31:36.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.062e-03, size: 544, ETA: 7:35:27
2024-12-17 08:31:38.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.062e-03, size: 736, ETA: 7:35:24
2024-12-17 08:31:40.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.062e-03, size: 704, ETA: 7:35:22
2024-12-17 08:31:42.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.062e-03, size: 608, ETA: 7:35:20
2024-12-17 08:31:44.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.061e-03, size: 736, ETA: 7:35:18
2024-12-17 08:31:46.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.061e-03, size: 576, ETA: 7:35:15
2024-12-17 08:31:49.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.061e-03, size: 672, ETA: 7:35:13
2024-12-17 08:31:51.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.061e-03, size: 736, ETA: 7:35:11
2024-12-17 08:31:54.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.061e-03, size: 672, ETA: 7:35:10
2024-12-17 08:31:56.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.061e-03, size: 544, ETA: 7:35:08
2024-12-17 08:31:59.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.061e-03, size: 704, ETA: 7:35:05
2024-12-17 08:32:01.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.060e-03, size: 608, ETA: 7:35:03
2024-12-17 08:32:03.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.060e-03, size: 640, ETA: 7:35:01
2024-12-17 08:32:05.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.060e-03, size: 704, ETA: 7:34:59
2024-12-17 08:32:07.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.232s, data_time: 0.019s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.060e-03, size: 704, ETA: 7:34:56
2024-12-17 08:32:10.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.060e-03, size: 704, ETA: 7:34:54
2024-12-17 08:32:12.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.060e-03, size: 704, ETA: 7:34:52
2024-12-17 08:32:15.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.059e-03, size: 640, ETA: 7:34:50
2024-12-17 08:32:18.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 59/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.059e-03, size: 704, ETA: 7:34:49
2024-12-17 08:32:19.117 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 08:32:19.532 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch60
2024-12-17 08:32:22.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.059e-03, size: 704, ETA: 7:34:46
2024-12-17 08:32:24.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.059e-03, size: 736, ETA: 7:34:44
2024-12-17 08:32:26.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.059e-03, size: 672, ETA: 7:34:42
2024-12-17 08:32:28.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.059e-03, size: 736, ETA: 7:34:39
2024-12-17 08:32:30.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.058e-03, size: 640, ETA: 7:34:37
2024-12-17 08:32:32.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.058e-03, size: 736, ETA: 7:34:35
2024-12-17 08:32:35.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.058e-03, size: 576, ETA: 7:34:33
2024-12-17 08:32:37.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.058e-03, size: 576, ETA: 7:34:30
2024-12-17 08:32:39.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.058e-03, size: 608, ETA: 7:34:28
2024-12-17 08:32:42.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.058e-03, size: 544, ETA: 7:34:26
2024-12-17 08:32:44.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.057e-03, size: 608, ETA: 7:34:24
2024-12-17 08:32:46.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.057e-03, size: 544, ETA: 7:34:22
2024-12-17 08:32:48.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.057e-03, size: 544, ETA: 7:34:20
2024-12-17 08:32:50.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.057e-03, size: 544, ETA: 7:34:17
2024-12-17 08:32:52.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.057e-03, size: 608, ETA: 7:34:15
2024-12-17 08:32:54.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.057e-03, size: 704, ETA: 7:34:12
2024-12-17 08:32:56.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.057e-03, size: 672, ETA: 7:34:10
2024-12-17 08:32:58.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.056e-03, size: 576, ETA: 7:34:08
2024-12-17 08:33:01.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.056e-03, size: 704, ETA: 7:34:05
2024-12-17 08:33:03.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.056e-03, size: 544, ETA: 7:34:03
2024-12-17 08:33:05.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.056e-03, size: 672, ETA: 7:34:01
2024-12-17 08:33:08.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.056e-03, size: 608, ETA: 7:33:59
2024-12-17 08:33:10.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.056e-03, size: 576, ETA: 7:33:57
2024-12-17 08:33:13.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.055e-03, size: 736, ETA: 7:33:55
2024-12-17 08:33:15.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.055e-03, size: 608, ETA: 7:33:53
2024-12-17 08:33:17.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.055e-03, size: 640, ETA: 7:33:51
2024-12-17 08:33:19.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.055e-03, size: 672, ETA: 7:33:48
2024-12-17 08:33:21.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.055e-03, size: 704, ETA: 7:33:46
2024-12-17 08:33:23.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.055e-03, size: 544, ETA: 7:33:44
2024-12-17 08:33:25.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.054e-03, size: 608, ETA: 7:33:42
2024-12-17 08:33:28.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.261s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.054e-03, size: 544, ETA: 7:33:40
2024-12-17 08:33:31.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.054e-03, size: 672, ETA: 7:33:38
2024-12-17 08:33:33.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.054e-03, size: 672, ETA: 7:33:36
2024-12-17 08:33:35.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.054e-03, size: 576, ETA: 7:33:33
2024-12-17 08:33:37.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.054e-03, size: 736, ETA: 7:33:31
2024-12-17 08:33:39.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.054e-03, size: 640, ETA: 7:33:28
2024-12-17 08:33:41.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.053e-03, size: 640, ETA: 7:33:26
2024-12-17 08:33:43.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.053e-03, size: 608, ETA: 7:33:24
2024-12-17 08:33:45.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.053e-03, size: 736, ETA: 7:33:22
2024-12-17 08:33:47.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.053e-03, size: 608, ETA: 7:33:19
2024-12-17 08:33:49.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.053e-03, size: 736, ETA: 7:33:17
2024-12-17 08:33:52.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.053e-03, size: 704, ETA: 7:33:15
2024-12-17 08:33:54.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.052e-03, size: 736, ETA: 7:33:13
2024-12-17 08:33:56.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.052e-03, size: 576, ETA: 7:33:11
2024-12-17 08:33:59.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.052e-03, size: 672, ETA: 7:33:09
2024-12-17 08:34:02.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.052e-03, size: 704, ETA: 7:33:07
2024-12-17 08:34:05.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.052e-03, size: 672, ETA: 7:33:05
2024-12-17 08:34:07.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.052e-03, size: 672, ETA: 7:33:03
2024-12-17 08:34:08.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.051e-03, size: 576, ETA: 7:33:01
2024-12-17 08:34:10.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.051e-03, size: 544, ETA: 7:32:58
2024-12-17 08:34:12.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.051e-03, size: 640, ETA: 7:32:55
2024-12-17 08:34:14.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.051e-03, size: 544, ETA: 7:32:53
2024-12-17 08:34:16.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.051e-03, size: 672, ETA: 7:32:51
2024-12-17 08:34:18.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.051e-03, size: 736, ETA: 7:32:49
2024-12-17 08:34:21.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.051e-03, size: 640, ETA: 7:32:46
2024-12-17 08:34:23.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.050e-03, size: 608, ETA: 7:32:44
2024-12-17 08:34:25.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.050e-03, size: 576, ETA: 7:32:42
2024-12-17 08:34:28.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.050e-03, size: 736, ETA: 7:32:40
2024-12-17 08:34:31.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.050e-03, size: 608, ETA: 7:32:38
2024-12-17 08:34:33.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.050e-03, size: 736, ETA: 7:32:36
2024-12-17 08:34:35.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.050e-03, size: 576, ETA: 7:32:34
2024-12-17 08:34:37.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.049e-03, size: 640, ETA: 7:32:31
2024-12-17 08:34:39.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.049e-03, size: 704, ETA: 7:32:29
2024-12-17 08:34:41.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.049e-03, size: 640, ETA: 7:32:26
2024-12-17 08:34:43.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.049e-03, size: 576, ETA: 7:32:24
2024-12-17 08:34:45.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.049e-03, size: 672, ETA: 7:32:22
2024-12-17 08:34:47.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.049e-03, size: 608, ETA: 7:32:20
2024-12-17 08:34:50.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.048e-03, size: 576, ETA: 7:32:18
2024-12-17 08:34:52.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.048e-03, size: 704, ETA: 7:32:16
2024-12-17 08:34:55.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.048e-03, size: 704, ETA: 7:32:14
2024-12-17 08:34:57.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.048e-03, size: 736, ETA: 7:32:12
2024-12-17 08:34:59.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.048e-03, size: 736, ETA: 7:32:09
2024-12-17 08:35:01.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.048e-03, size: 736, ETA: 7:32:07
2024-12-17 08:35:03.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.048e-03, size: 704, ETA: 7:32:05
2024-12-17 08:35:05.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.047e-03, size: 544, ETA: 7:32:02
2024-12-17 08:35:07.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.047e-03, size: 672, ETA: 7:32:00
2024-12-17 08:35:09.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.047e-03, size: 608, ETA: 7:31:58
2024-12-17 08:35:11.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.047e-03, size: 608, ETA: 7:31:55
2024-12-17 08:35:14.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.047e-03, size: 672, ETA: 7:31:53
2024-12-17 08:35:16.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.047e-03, size: 704, ETA: 7:31:51
2024-12-17 08:35:17.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.046e-03, size: 544, ETA: 7:31:48
2024-12-17 08:35:19.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.046e-03, size: 608, ETA: 7:31:46
2024-12-17 08:35:21.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.046e-03, size: 736, ETA: 7:31:43
2024-12-17 08:35:24.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.046e-03, size: 704, ETA: 7:31:41
2024-12-17 08:35:26.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.046e-03, size: 672, ETA: 7:31:39
2024-12-17 08:35:28.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.046e-03, size: 640, ETA: 7:31:37
2024-12-17 08:35:30.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.045e-03, size: 704, ETA: 7:31:34
2024-12-17 08:35:32.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.045e-03, size: 736, ETA: 7:31:32
2024-12-17 08:35:34.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.045e-03, size: 576, ETA: 7:31:30
2024-12-17 08:35:36.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.045e-03, size: 640, ETA: 7:31:27
2024-12-17 08:35:39.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.045e-03, size: 608, ETA: 7:31:25
2024-12-17 08:35:41.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.045e-03, size: 704, ETA: 7:31:23
2024-12-17 08:35:43.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.045e-03, size: 640, ETA: 7:31:21
2024-12-17 08:35:45.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.044e-03, size: 544, ETA: 7:31:19
2024-12-17 08:35:47.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.044e-03, size: 736, ETA: 7:31:16
2024-12-17 08:35:49.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.044e-03, size: 608, ETA: 7:31:14
2024-12-17 08:35:51.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.044e-03, size: 576, ETA: 7:31:11
2024-12-17 08:35:53.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.044e-03, size: 736, ETA: 7:31:09
2024-12-17 08:35:55.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.044e-03, size: 704, ETA: 7:31:07
2024-12-17 08:35:57.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.043e-03, size: 576, ETA: 7:31:04
2024-12-17 08:35:59.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.043e-03, size: 736, ETA: 7:31:02
2024-12-17 08:36:01.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.043e-03, size: 704, ETA: 7:31:00
2024-12-17 08:36:04.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.043e-03, size: 736, ETA: 7:30:57
2024-12-17 08:36:06.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.043e-03, size: 576, ETA: 7:30:55
2024-12-17 08:36:08.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.043e-03, size: 704, ETA: 7:30:53
2024-12-17 08:36:10.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.042e-03, size: 704, ETA: 7:30:50
2024-12-17 08:36:12.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.042e-03, size: 544, ETA: 7:30:48
2024-12-17 08:36:14.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.042e-03, size: 736, ETA: 7:30:46
2024-12-17 08:36:16.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.042e-03, size: 736, ETA: 7:30:43
2024-12-17 08:36:18.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.042e-03, size: 576, ETA: 7:30:41
2024-12-17 08:36:20.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.042e-03, size: 736, ETA: 7:30:39
2024-12-17 08:36:22.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.042e-03, size: 640, ETA: 7:30:36
2024-12-17 08:36:24.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.041e-03, size: 704, ETA: 7:30:34
2024-12-17 08:36:26.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.041e-03, size: 640, ETA: 7:30:31
2024-12-17 08:36:28.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.041e-03, size: 608, ETA: 7:30:29
2024-12-17 08:36:30.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.041e-03, size: 736, ETA: 7:30:27
2024-12-17 08:36:32.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.041e-03, size: 704, ETA: 7:30:24
2024-12-17 08:36:34.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.041e-03, size: 736, ETA: 7:30:22
2024-12-17 08:36:36.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.040e-03, size: 576, ETA: 7:30:19
2024-12-17 08:36:38.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.040e-03, size: 544, ETA: 7:30:17
2024-12-17 08:36:40.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.040e-03, size: 672, ETA: 7:30:14
2024-12-17 08:36:42.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.040e-03, size: 640, ETA: 7:30:12
2024-12-17 08:36:44.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.040e-03, size: 608, ETA: 7:30:10
2024-12-17 08:36:46.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.040e-03, size: 640, ETA: 7:30:07
2024-12-17 08:36:48.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.039e-03, size: 704, ETA: 7:30:05
2024-12-17 08:36:50.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 1.039e-03, size: 640, ETA: 7:30:03
2024-12-17 08:36:52.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.039e-03, size: 608, ETA: 7:30:00
2024-12-17 08:36:55.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.039e-03, size: 736, ETA: 7:29:59
2024-12-17 08:36:56.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.039e-03, size: 640, ETA: 7:29:56
2024-12-17 08:36:58.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.039e-03, size: 640, ETA: 7:29:54
2024-12-17 08:37:00.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.039e-03, size: 544, ETA: 7:29:51
2024-12-17 08:37:03.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.038e-03, size: 672, ETA: 7:29:49
2024-12-17 08:37:05.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.038e-03, size: 704, ETA: 7:29:47
2024-12-17 08:37:07.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.038e-03, size: 608, ETA: 7:29:45
2024-12-17 08:37:10.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.038e-03, size: 608, ETA: 7:29:43
2024-12-17 08:37:12.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.038e-03, size: 704, ETA: 7:29:41
2024-12-17 08:37:14.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.038e-03, size: 576, ETA: 7:29:38
2024-12-17 08:37:16.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.037e-03, size: 704, ETA: 7:29:36
2024-12-17 08:37:18.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.037e-03, size: 736, ETA: 7:29:33
2024-12-17 08:37:20.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.037e-03, size: 672, ETA: 7:29:31
2024-12-17 08:37:22.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.037e-03, size: 640, ETA: 7:29:29
2024-12-17 08:37:24.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.037e-03, size: 544, ETA: 7:29:27
2024-12-17 08:37:26.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.037e-03, size: 576, ETA: 7:29:24
2024-12-17 08:37:29.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.036e-03, size: 608, ETA: 7:29:22
2024-12-17 08:37:31.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.036e-03, size: 736, ETA: 7:29:20
2024-12-17 08:37:34.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.036e-03, size: 736, ETA: 7:29:19
2024-12-17 08:37:37.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.036e-03, size: 672, ETA: 7:29:17
2024-12-17 08:37:39.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.036e-03, size: 736, ETA: 7:29:14
2024-12-17 08:37:41.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.036e-03, size: 736, ETA: 7:29:12
2024-12-17 08:37:43.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.036e-03, size: 544, ETA: 7:29:10
2024-12-17 08:37:45.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.035e-03, size: 736, ETA: 7:29:07
2024-12-17 08:37:47.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.035e-03, size: 704, ETA: 7:29:05
2024-12-17 08:37:50.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.035e-03, size: 608, ETA: 7:29:03
2024-12-17 08:37:52.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.035e-03, size: 640, ETA: 7:29:01
2024-12-17 08:37:54.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.035e-03, size: 704, ETA: 7:28:59
2024-12-17 08:37:56.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.035e-03, size: 576, ETA: 7:28:57
2024-12-17 08:37:59.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.034e-03, size: 672, ETA: 7:28:55
2024-12-17 08:38:01.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.034e-03, size: 576, ETA: 7:28:53
2024-12-17 08:38:03.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.034e-03, size: 640, ETA: 7:28:50
2024-12-17 08:38:06.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.034e-03, size: 704, ETA: 7:28:48
2024-12-17 08:38:08.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.034e-03, size: 640, ETA: 7:28:46
2024-12-17 08:38:10.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.034e-03, size: 608, ETA: 7:28:44
2024-12-17 08:38:12.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.033e-03, size: 576, ETA: 7:28:41
2024-12-17 08:38:14.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.033e-03, size: 576, ETA: 7:28:39
2024-12-17 08:38:16.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.033e-03, size: 576, ETA: 7:28:36
2024-12-17 08:38:18.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.033e-03, size: 736, ETA: 7:28:34
2024-12-17 08:38:21.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.033e-03, size: 704, ETA: 7:28:32
2024-12-17 08:38:23.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.033e-03, size: 576, ETA: 7:28:31
2024-12-17 08:38:26.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.033e-03, size: 704, ETA: 7:28:28
2024-12-17 08:38:28.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.032e-03, size: 704, ETA: 7:28:26
2024-12-17 08:38:30.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.032e-03, size: 544, ETA: 7:28:24
2024-12-17 08:38:31.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.032e-03, size: 608, ETA: 7:28:21
2024-12-17 08:38:34.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.032e-03, size: 704, ETA: 7:28:19
2024-12-17 08:38:36.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.032e-03, size: 736, ETA: 7:28:16
2024-12-17 08:38:38.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.032e-03, size: 672, ETA: 7:28:14
2024-12-17 08:38:40.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.031e-03, size: 544, ETA: 7:28:12
2024-12-17 08:38:42.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.031e-03, size: 704, ETA: 7:28:10
2024-12-17 08:38:45.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.031e-03, size: 736, ETA: 7:28:08
2024-12-17 08:38:48.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.308s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.031e-03, size: 736, ETA: 7:28:06
2024-12-17 08:38:51.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.031e-03, size: 576, ETA: 7:28:04
2024-12-17 08:38:52.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.031e-03, size: 640, ETA: 7:28:02
2024-12-17 08:38:54.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.030e-03, size: 640, ETA: 7:27:59
2024-12-17 08:38:56.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.030e-03, size: 704, ETA: 7:27:57
2024-12-17 08:38:59.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.030e-03, size: 736, ETA: 7:27:55
2024-12-17 08:39:01.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.030e-03, size: 576, ETA: 7:27:53
2024-12-17 08:39:02.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.030e-03, size: 544, ETA: 7:27:50
2024-12-17 08:39:05.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.030e-03, size: 544, ETA: 7:27:48
2024-12-17 08:39:07.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.030e-03, size: 608, ETA: 7:27:46
2024-12-17 08:39:09.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.029e-03, size: 640, ETA: 7:27:44
2024-12-17 08:39:12.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.029e-03, size: 576, ETA: 7:27:42
2024-12-17 08:39:14.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.029e-03, size: 544, ETA: 7:27:40
2024-12-17 08:39:17.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.029e-03, size: 544, ETA: 7:27:38
2024-12-17 08:39:18.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.029e-03, size: 672, ETA: 7:27:35
2024-12-17 08:39:20.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.029e-03, size: 704, ETA: 7:27:33
2024-12-17 08:39:23.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.028e-03, size: 608, ETA: 7:27:30
2024-12-17 08:39:24.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.028e-03, size: 672, ETA: 7:27:28
2024-12-17 08:39:26.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.028e-03, size: 640, ETA: 7:27:25
2024-12-17 08:39:28.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.028e-03, size: 576, ETA: 7:27:23
2024-12-17 08:39:31.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.028e-03, size: 704, ETA: 7:27:21
2024-12-17 08:39:34.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.028e-03, size: 704, ETA: 7:27:19
2024-12-17 08:39:36.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.027e-03, size: 640, ETA: 7:27:17
2024-12-17 08:39:39.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.027e-03, size: 576, ETA: 7:27:16
2024-12-17 08:39:42.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.027e-03, size: 544, ETA: 7:27:14
2024-12-17 08:39:44.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.027e-03, size: 544, ETA: 7:27:12
2024-12-17 08:39:46.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.027e-03, size: 576, ETA: 7:27:09
2024-12-17 08:39:48.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.027e-03, size: 640, ETA: 7:27:07
2024-12-17 08:39:50.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.027e-03, size: 640, ETA: 7:27:04
2024-12-17 08:39:52.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.026e-03, size: 608, ETA: 7:27:02
2024-12-17 08:39:54.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.026e-03, size: 704, ETA: 7:27:00
2024-12-17 08:39:56.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.026e-03, size: 672, ETA: 7:26:58
2024-12-17 08:39:59.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.026e-03, size: 576, ETA: 7:26:56
2024-12-17 08:40:01.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.026e-03, size: 704, ETA: 7:26:54
2024-12-17 08:40:05.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.026e-03, size: 704, ETA: 7:26:52
2024-12-17 08:40:08.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.025e-03, size: 640, ETA: 7:26:51
2024-12-17 08:40:10.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.025e-03, size: 736, ETA: 7:26:49
2024-12-17 08:40:12.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.025e-03, size: 704, ETA: 7:26:46
2024-12-17 08:40:14.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.025e-03, size: 736, ETA: 7:26:44
2024-12-17 08:40:16.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.025e-03, size: 704, ETA: 7:26:42
2024-12-17 08:40:18.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.025e-03, size: 704, ETA: 7:26:40
2024-12-17 08:40:20.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.025e-03, size: 544, ETA: 7:26:37
2024-12-17 08:40:23.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.024e-03, size: 736, ETA: 7:26:35
2024-12-17 08:40:25.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.024e-03, size: 640, ETA: 7:26:33
2024-12-17 08:40:28.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.024e-03, size: 736, ETA: 7:26:31
2024-12-17 08:40:30.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.024e-03, size: 736, ETA: 7:26:29
2024-12-17 08:40:33.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.024e-03, size: 704, ETA: 7:26:28
2024-12-17 08:40:35.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.024e-03, size: 640, ETA: 7:26:25
2024-12-17 08:40:37.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.023e-03, size: 608, ETA: 7:26:23
2024-12-17 08:40:39.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.023e-03, size: 704, ETA: 7:26:21
2024-12-17 08:40:41.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.023e-03, size: 704, ETA: 7:26:18
2024-12-17 08:40:43.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.023e-03, size: 640, ETA: 7:26:16
2024-12-17 08:40:45.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.023e-03, size: 608, ETA: 7:26:13
2024-12-17 08:40:47.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.023e-03, size: 544, ETA: 7:26:11
2024-12-17 08:40:50.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.022e-03, size: 544, ETA: 7:26:09
2024-12-17 08:40:52.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.022e-03, size: 544, ETA: 7:26:07
2024-12-17 08:40:55.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.022e-03, size: 544, ETA: 7:26:05
2024-12-17 08:40:57.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.022e-03, size: 544, ETA: 7:26:03
2024-12-17 08:41:00.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.022e-03, size: 640, ETA: 7:26:01
2024-12-17 08:41:02.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.188s, data_time: 0.007s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.022e-03, size: 704, ETA: 7:25:59
2024-12-17 08:41:04.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.022e-03, size: 704, ETA: 7:25:56
2024-12-17 08:41:06.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.021e-03, size: 672, ETA: 7:25:54
2024-12-17 08:41:07.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.021e-03, size: 576, ETA: 7:25:51
2024-12-17 08:41:09.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 60/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.021e-03, size: 544, ETA: 7:25:49
2024-12-17 08:41:10.313 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 08:42:05.621 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 08:42:05.780 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 08:42:05.967 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.19s)
2024-12-17 08:42:05.967 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 08:42:05.976 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 08:42:06.643 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.96 ms, Average NMS time: 1.24 ms, Average inference time: 3.19 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.927
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.985
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.954
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.040
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.941
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.878
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.942
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.943
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.475
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.809
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 92.659 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 94.261 |

2024-12-17 08:42:06.643 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 08:42:07.760 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch61
2024-12-17 08:42:10.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.021e-03, size: 672, ETA: 7:25:46
2024-12-17 08:42:12.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.021e-03, size: 672, ETA: 7:25:44
2024-12-17 08:42:14.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.021e-03, size: 672, ETA: 7:25:42
2024-12-17 08:42:17.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.020e-03, size: 640, ETA: 7:25:39
2024-12-17 08:42:18.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.020e-03, size: 608, ETA: 7:25:37
2024-12-17 08:42:20.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.020e-03, size: 704, ETA: 7:25:34
2024-12-17 08:42:22.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.020e-03, size: 704, ETA: 7:25:32
2024-12-17 08:42:24.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.020e-03, size: 544, ETA: 7:25:29
2024-12-17 08:42:26.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.020e-03, size: 736, ETA: 7:25:27
2024-12-17 08:42:28.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.019e-03, size: 672, ETA: 7:25:25
2024-12-17 08:42:31.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.019e-03, size: 576, ETA: 7:25:22
2024-12-17 08:42:33.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.019e-03, size: 640, ETA: 7:25:20
2024-12-17 08:42:35.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.019e-03, size: 640, ETA: 7:25:18
2024-12-17 08:42:38.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.019e-03, size: 704, ETA: 7:25:16
2024-12-17 08:42:40.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.019e-03, size: 704, ETA: 7:25:14
2024-12-17 08:42:42.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.018e-03, size: 640, ETA: 7:25:12
2024-12-17 08:42:44.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.018e-03, size: 608, ETA: 7:25:10
2024-12-17 08:42:46.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.018e-03, size: 672, ETA: 7:25:07
2024-12-17 08:42:48.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.018e-03, size: 576, ETA: 7:25:05
2024-12-17 08:42:50.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.018e-03, size: 544, ETA: 7:25:02
2024-12-17 08:42:52.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.018e-03, size: 608, ETA: 7:25:00
2024-12-17 08:42:55.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.018e-03, size: 544, ETA: 7:24:58
2024-12-17 08:42:57.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.017e-03, size: 704, ETA: 7:24:56
2024-12-17 08:43:00.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.017e-03, size: 736, ETA: 7:24:54
2024-12-17 08:43:03.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.304s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.017e-03, size: 736, ETA: 7:24:53
2024-12-17 08:43:05.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.017e-03, size: 672, ETA: 7:24:50
2024-12-17 08:43:07.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.017e-03, size: 576, ETA: 7:24:48
2024-12-17 08:43:08.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.017e-03, size: 640, ETA: 7:24:45
2024-12-17 08:43:11.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.016e-03, size: 736, ETA: 7:24:43
2024-12-17 08:43:13.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.016e-03, size: 704, ETA: 7:24:41
2024-12-17 08:43:15.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.016e-03, size: 544, ETA: 7:24:38
2024-12-17 08:43:17.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.016e-03, size: 640, ETA: 7:24:36
2024-12-17 08:43:19.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.016e-03, size: 672, ETA: 7:24:34
2024-12-17 08:43:22.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.016e-03, size: 736, ETA: 7:24:32
2024-12-17 08:43:25.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.315s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.015e-03, size: 672, ETA: 7:24:31
2024-12-17 08:43:28.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.015e-03, size: 736, ETA: 7:24:29
2024-12-17 08:43:30.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.015e-03, size: 736, ETA: 7:24:27
2024-12-17 08:43:32.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.015e-03, size: 672, ETA: 7:24:24
2024-12-17 08:43:34.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.015e-03, size: 640, ETA: 7:24:22
2024-12-17 08:43:36.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.015e-03, size: 544, ETA: 7:24:19
2024-12-17 08:43:38.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.015e-03, size: 672, ETA: 7:24:17
2024-12-17 08:43:40.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.014e-03, size: 736, ETA: 7:24:14
2024-12-17 08:43:42.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.014e-03, size: 672, ETA: 7:24:12
2024-12-17 08:43:44.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.014e-03, size: 672, ETA: 7:24:10
2024-12-17 08:43:47.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.014e-03, size: 704, ETA: 7:24:08
2024-12-17 08:43:50.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.318s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.014e-03, size: 736, ETA: 7:24:07
2024-12-17 08:43:53.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.292s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.014e-03, size: 736, ETA: 7:24:05
2024-12-17 08:43:55.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.013e-03, size: 704, ETA: 7:24:03
2024-12-17 08:43:57.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.013e-03, size: 544, ETA: 7:24:00
2024-12-17 08:43:59.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.013e-03, size: 736, ETA: 7:23:58
2024-12-17 08:44:01.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.013e-03, size: 736, ETA: 7:23:56
2024-12-17 08:44:03.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.013e-03, size: 576, ETA: 7:23:53
2024-12-17 08:44:05.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.013e-03, size: 704, ETA: 7:23:51
2024-12-17 08:44:07.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.013e-03, size: 544, ETA: 7:23:49
2024-12-17 08:44:10.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.012e-03, size: 576, ETA: 7:23:47
2024-12-17 08:44:12.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.012e-03, size: 736, ETA: 7:23:45
2024-12-17 08:44:15.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.012e-03, size: 672, ETA: 7:23:43
2024-12-17 08:44:17.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.012e-03, size: 704, ETA: 7:23:41
2024-12-17 08:44:19.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.012e-03, size: 576, ETA: 7:23:38
2024-12-17 08:44:21.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.012e-03, size: 544, ETA: 7:23:36
2024-12-17 08:44:23.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.011e-03, size: 672, ETA: 7:23:33
2024-12-17 08:44:25.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.011e-03, size: 640, ETA: 7:23:31
2024-12-17 08:44:27.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.011e-03, size: 736, ETA: 7:23:29
2024-12-17 08:44:29.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.011e-03, size: 608, ETA: 7:23:27
2024-12-17 08:44:31.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.011e-03, size: 544, ETA: 7:23:24
2024-12-17 08:44:34.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.011e-03, size: 544, ETA: 7:23:22
2024-12-17 08:44:36.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.010e-03, size: 576, ETA: 7:23:20
2024-12-17 08:44:39.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.010e-03, size: 672, ETA: 7:23:19
2024-12-17 08:44:42.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.010e-03, size: 576, ETA: 7:23:17
2024-12-17 08:44:44.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.010e-03, size: 704, ETA: 7:23:15
2024-12-17 08:44:46.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.010e-03, size: 576, ETA: 7:23:12
2024-12-17 08:44:48.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.010e-03, size: 544, ETA: 7:23:10
2024-12-17 08:44:50.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.010e-03, size: 672, ETA: 7:23:07
2024-12-17 08:44:52.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.009e-03, size: 608, ETA: 7:23:05
2024-12-17 08:44:54.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.009e-03, size: 736, ETA: 7:23:03
2024-12-17 08:44:56.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.009e-03, size: 736, ETA: 7:23:01
2024-12-17 08:44:59.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.009e-03, size: 544, ETA: 7:22:58
2024-12-17 08:45:01.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.009e-03, size: 544, ETA: 7:22:56
2024-12-17 08:45:03.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.009e-03, size: 544, ETA: 7:22:54
2024-12-17 08:45:06.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.008e-03, size: 672, ETA: 7:22:52
2024-12-17 08:45:08.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.008e-03, size: 608, ETA: 7:22:50
2024-12-17 08:45:10.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.008e-03, size: 608, ETA: 7:22:47
2024-12-17 08:45:12.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.008e-03, size: 672, ETA: 7:22:45
2024-12-17 08:45:14.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.008e-03, size: 576, ETA: 7:22:42
2024-12-17 08:45:16.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.008e-03, size: 640, ETA: 7:22:40
2024-12-17 08:45:18.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.008e-03, size: 704, ETA: 7:22:38
2024-12-17 08:45:20.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.007e-03, size: 544, ETA: 7:22:36
2024-12-17 08:45:23.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.007e-03, size: 576, ETA: 7:22:34
2024-12-17 08:45:25.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.007e-03, size: 608, ETA: 7:22:32
2024-12-17 08:45:28.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.007e-03, size: 544, ETA: 7:22:30
2024-12-17 08:45:31.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.007e-03, size: 672, ETA: 7:22:28
2024-12-17 08:45:33.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.007e-03, size: 736, ETA: 7:22:26
2024-12-17 08:45:35.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.006e-03, size: 608, ETA: 7:22:24
2024-12-17 08:45:37.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.006e-03, size: 704, ETA: 7:22:21
2024-12-17 08:45:39.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.006e-03, size: 672, ETA: 7:22:19
2024-12-17 08:45:41.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.006e-03, size: 640, ETA: 7:22:16
2024-12-17 08:45:43.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.006e-03, size: 576, ETA: 7:22:14
2024-12-17 08:45:45.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.006e-03, size: 672, ETA: 7:22:12
2024-12-17 08:45:47.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.005e-03, size: 640, ETA: 7:22:10
2024-12-17 08:45:50.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.005e-03, size: 704, ETA: 7:22:08
2024-12-17 08:45:52.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.005e-03, size: 608, ETA: 7:22:06
2024-12-17 08:45:54.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.005e-03, size: 672, ETA: 7:22:03
2024-12-17 08:45:57.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.005e-03, size: 608, ETA: 7:22:01
2024-12-17 08:46:00.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.005e-03, size: 672, ETA: 7:22:00
2024-12-17 08:46:02.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.005e-03, size: 672, ETA: 7:21:57
2024-12-17 08:46:04.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.004e-03, size: 672, ETA: 7:21:55
2024-12-17 08:46:06.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.004e-03, size: 576, ETA: 7:21:53
2024-12-17 08:46:08.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.004e-03, size: 704, ETA: 7:21:50
2024-12-17 08:46:10.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.004e-03, size: 544, ETA: 7:21:48
2024-12-17 08:46:12.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.004e-03, size: 704, ETA: 7:21:45
2024-12-17 08:46:14.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.004e-03, size: 736, ETA: 7:21:43
2024-12-17 08:46:16.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.003e-03, size: 544, ETA: 7:21:41
2024-12-17 08:46:18.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.003e-03, size: 576, ETA: 7:21:38
2024-12-17 08:46:20.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.003e-03, size: 544, ETA: 7:21:37
2024-12-17 08:46:23.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.003e-03, size: 576, ETA: 7:21:34
2024-12-17 08:46:24.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.003e-03, size: 576, ETA: 7:21:32
2024-12-17 08:46:26.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.003e-03, size: 608, ETA: 7:21:29
2024-12-17 08:46:29.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.002e-03, size: 736, ETA: 7:21:27
2024-12-17 08:46:31.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.002e-03, size: 736, ETA: 7:21:25
2024-12-17 08:46:33.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.002e-03, size: 576, ETA: 7:21:23
2024-12-17 08:46:35.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.002e-03, size: 576, ETA: 7:21:20
2024-12-17 08:46:37.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.002e-03, size: 672, ETA: 7:21:18
2024-12-17 08:46:39.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.002e-03, size: 672, ETA: 7:21:16
2024-12-17 08:46:42.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.002e-03, size: 576, ETA: 7:21:14
2024-12-17 08:46:44.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.001e-03, size: 672, ETA: 7:21:12
2024-12-17 08:46:47.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.001e-03, size: 608, ETA: 7:21:10
2024-12-17 08:46:49.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.001e-03, size: 608, ETA: 7:21:08
2024-12-17 08:46:51.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.001e-03, size: 576, ETA: 7:21:05
2024-12-17 08:46:53.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.001e-03, size: 704, ETA: 7:21:03
2024-12-17 08:46:55.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.001e-03, size: 672, ETA: 7:21:01
2024-12-17 08:46:57.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.000e-03, size: 640, ETA: 7:20:58
2024-12-17 08:46:59.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.000e-03, size: 544, ETA: 7:20:56
2024-12-17 08:47:01.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.000e-03, size: 672, ETA: 7:20:53
2024-12-17 08:47:03.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.000e-03, size: 608, ETA: 7:20:51
2024-12-17 08:47:06.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.998e-04, size: 608, ETA: 7:20:49
2024-12-17 08:47:08.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.997e-04, size: 640, ETA: 7:20:47
2024-12-17 08:47:11.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.268s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.995e-04, size: 704, ETA: 7:20:45
2024-12-17 08:47:13.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.994e-04, size: 576, ETA: 7:20:43
2024-12-17 08:47:15.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.992e-04, size: 640, ETA: 7:20:41
2024-12-17 08:47:17.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.991e-04, size: 640, ETA: 7:20:38
2024-12-17 08:47:19.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.989e-04, size: 544, ETA: 7:20:36
2024-12-17 08:47:21.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.987e-04, size: 608, ETA: 7:20:33
2024-12-17 08:47:23.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.986e-04, size: 704, ETA: 7:20:31
2024-12-17 08:47:25.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.984e-04, size: 640, ETA: 7:20:29
2024-12-17 08:47:27.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.983e-04, size: 704, ETA: 7:20:27
2024-12-17 08:47:30.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.981e-04, size: 576, ETA: 7:20:24
2024-12-17 08:47:32.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.980e-04, size: 672, ETA: 7:20:23
2024-12-17 08:47:35.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.978e-04, size: 576, ETA: 7:20:21
2024-12-17 08:47:37.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.976e-04, size: 544, ETA: 7:20:19
2024-12-17 08:47:39.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.975e-04, size: 704, ETA: 7:20:17
2024-12-17 08:47:42.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 9.973e-04, size: 704, ETA: 7:20:14
2024-12-17 08:47:44.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.972e-04, size: 608, ETA: 7:20:12
2024-12-17 08:47:46.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.970e-04, size: 704, ETA: 7:20:10
2024-12-17 08:47:48.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.969e-04, size: 704, ETA: 7:20:07
2024-12-17 08:47:50.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.967e-04, size: 704, ETA: 7:20:05
2024-12-17 08:47:52.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.966e-04, size: 576, ETA: 7:20:03
2024-12-17 08:47:54.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.964e-04, size: 704, ETA: 7:20:01
2024-12-17 08:47:56.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.962e-04, size: 608, ETA: 7:19:58
2024-12-17 08:47:59.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.961e-04, size: 672, ETA: 7:19:56
2024-12-17 08:48:01.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.959e-04, size: 704, ETA: 7:19:54
2024-12-17 08:48:04.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.958e-04, size: 704, ETA: 7:19:52
2024-12-17 08:48:07.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.956e-04, size: 736, ETA: 7:19:50
2024-12-17 08:48:09.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.955e-04, size: 672, ETA: 7:19:48
2024-12-17 08:48:12.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.953e-04, size: 672, ETA: 7:19:47
2024-12-17 08:48:15.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.951e-04, size: 576, ETA: 7:19:45
2024-12-17 08:48:17.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.950e-04, size: 640, ETA: 7:19:43
2024-12-17 08:48:19.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.948e-04, size: 736, ETA: 7:19:41
2024-12-17 08:48:21.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.947e-04, size: 576, ETA: 7:19:38
2024-12-17 08:48:24.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.945e-04, size: 608, ETA: 7:19:37
2024-12-17 08:48:27.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.944e-04, size: 736, ETA: 7:19:35
2024-12-17 08:48:29.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.942e-04, size: 640, ETA: 7:19:33
2024-12-17 08:48:31.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.941e-04, size: 640, ETA: 7:19:30
2024-12-17 08:48:33.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.939e-04, size: 544, ETA: 7:19:28
2024-12-17 08:48:35.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.937e-04, size: 672, ETA: 7:19:26
2024-12-17 08:48:37.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.936e-04, size: 576, ETA: 7:19:23
2024-12-17 08:48:40.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.934e-04, size: 544, ETA: 7:19:21
2024-12-17 08:48:42.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.933e-04, size: 608, ETA: 7:19:19
2024-12-17 08:48:44.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.931e-04, size: 544, ETA: 7:19:17
2024-12-17 08:48:47.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.930e-04, size: 672, ETA: 7:19:15
2024-12-17 08:48:49.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.928e-04, size: 544, ETA: 7:19:13
2024-12-17 08:48:52.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.927e-04, size: 704, ETA: 7:19:11
2024-12-17 08:48:54.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.925e-04, size: 672, ETA: 7:19:09
2024-12-17 08:48:56.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.923e-04, size: 640, ETA: 7:19:06
2024-12-17 08:48:58.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.922e-04, size: 544, ETA: 7:19:04
2024-12-17 08:49:00.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.920e-04, size: 608, ETA: 7:19:01
2024-12-17 08:49:02.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.919e-04, size: 704, ETA: 7:18:59
2024-12-17 08:49:04.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.917e-04, size: 544, ETA: 7:18:57
2024-12-17 08:49:07.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.916e-04, size: 608, ETA: 7:18:55
2024-12-17 08:49:10.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.914e-04, size: 608, ETA: 7:18:53
2024-12-17 08:49:12.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.912e-04, size: 736, ETA: 7:18:52
2024-12-17 08:49:15.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.911e-04, size: 608, ETA: 7:18:49
2024-12-17 08:49:16.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.909e-04, size: 576, ETA: 7:18:47
2024-12-17 08:49:18.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.908e-04, size: 736, ETA: 7:18:45
2024-12-17 08:49:20.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.906e-04, size: 736, ETA: 7:18:42
2024-12-17 08:49:22.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.905e-04, size: 576, ETA: 7:18:40
2024-12-17 08:49:24.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.903e-04, size: 608, ETA: 7:18:37
2024-12-17 08:49:26.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.902e-04, size: 544, ETA: 7:18:35
2024-12-17 08:49:29.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.900e-04, size: 544, ETA: 7:18:33
2024-12-17 08:49:31.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.257s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.898e-04, size: 640, ETA: 7:18:31
2024-12-17 08:49:34.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.897e-04, size: 576, ETA: 7:18:29
2024-12-17 08:49:37.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.256s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.895e-04, size: 640, ETA: 7:18:27
2024-12-17 08:49:39.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.894e-04, size: 544, ETA: 7:18:25
2024-12-17 08:49:41.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.892e-04, size: 736, ETA: 7:18:23
2024-12-17 08:49:43.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.891e-04, size: 544, ETA: 7:18:20
2024-12-17 08:49:44.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.889e-04, size: 576, ETA: 7:18:18
2024-12-17 08:49:46.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.888e-04, size: 672, ETA: 7:18:15
2024-12-17 08:49:48.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.886e-04, size: 704, ETA: 7:18:13
2024-12-17 08:49:51.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.884e-04, size: 608, ETA: 7:18:11
2024-12-17 08:49:53.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.883e-04, size: 672, ETA: 7:18:09
2024-12-17 08:49:56.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.881e-04, size: 736, ETA: 7:18:07
2024-12-17 08:49:59.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.880e-04, size: 736, ETA: 7:18:05
2024-12-17 08:50:01.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.878e-04, size: 640, ETA: 7:18:03
2024-12-17 08:50:03.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.877e-04, size: 544, ETA: 7:18:01
2024-12-17 08:50:05.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.875e-04, size: 672, ETA: 7:17:58
2024-12-17 08:50:07.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.874e-04, size: 608, ETA: 7:17:56
2024-12-17 08:50:09.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.872e-04, size: 704, ETA: 7:17:54
2024-12-17 08:50:11.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.870e-04, size: 672, ETA: 7:17:51
2024-12-17 08:50:13.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.869e-04, size: 736, ETA: 7:17:49
2024-12-17 08:50:16.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.867e-04, size: 608, ETA: 7:17:47
2024-12-17 08:50:18.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.866e-04, size: 672, ETA: 7:17:45
2024-12-17 08:50:20.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.864e-04, size: 608, ETA: 7:17:43
2024-12-17 08:50:23.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.863e-04, size: 672, ETA: 7:17:41
2024-12-17 08:50:25.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.861e-04, size: 544, ETA: 7:17:39
2024-12-17 08:50:27.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.859e-04, size: 544, ETA: 7:17:36
2024-12-17 08:50:29.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.858e-04, size: 576, ETA: 7:17:33
2024-12-17 08:50:31.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.856e-04, size: 608, ETA: 7:17:31
2024-12-17 08:50:33.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.855e-04, size: 736, ETA: 7:17:29
2024-12-17 08:50:35.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.853e-04, size: 640, ETA: 7:17:27
2024-12-17 08:50:37.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.852e-04, size: 576, ETA: 7:17:24
2024-12-17 08:50:39.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.850e-04, size: 608, ETA: 7:17:22
2024-12-17 08:50:41.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.849e-04, size: 736, ETA: 7:17:20
2024-12-17 08:50:44.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.847e-04, size: 704, ETA: 7:17:18
2024-12-17 08:50:47.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.845e-04, size: 704, ETA: 7:17:16
2024-12-17 08:50:50.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.844e-04, size: 736, ETA: 7:17:15
2024-12-17 08:50:52.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.842e-04, size: 672, ETA: 7:17:12
2024-12-17 08:50:54.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.841e-04, size: 672, ETA: 7:17:10
2024-12-17 08:50:56.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.839e-04, size: 672, ETA: 7:17:07
2024-12-17 08:50:58.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.273s, data_time: 0.009s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.838e-04, size: 736, ETA: 7:17:05
2024-12-17 08:51:00.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.836e-04, size: 640, ETA: 7:17:03
2024-12-17 08:51:03.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 9.835e-04, size: 640, ETA: 7:17:01
2024-12-17 08:51:05.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.833e-04, size: 672, ETA: 7:16:59
2024-12-17 08:51:07.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 61/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.831e-04, size: 576, ETA: 7:16:56
2024-12-17 08:51:07.946 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 08:51:08.374 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch62
2024-12-17 08:51:10.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.829e-04, size: 544, ETA: 7:16:53
2024-12-17 08:51:13.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.828e-04, size: 704, ETA: 7:16:51
2024-12-17 08:51:15.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.826e-04, size: 672, ETA: 7:16:49
2024-12-17 08:51:18.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.825e-04, size: 704, ETA: 7:16:47
2024-12-17 08:51:20.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.823e-04, size: 576, ETA: 7:16:45
2024-12-17 08:51:22.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.822e-04, size: 704, ETA: 7:16:42
2024-12-17 08:51:24.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.203s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.820e-04, size: 576, ETA: 7:16:40
2024-12-17 08:51:26.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.818e-04, size: 576, ETA: 7:16:38
2024-12-17 08:51:28.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.817e-04, size: 640, ETA: 7:16:35
2024-12-17 08:51:30.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.815e-04, size: 672, ETA: 7:16:33
2024-12-17 08:51:33.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.814e-04, size: 704, ETA: 7:16:31
2024-12-17 08:51:35.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.812e-04, size: 608, ETA: 7:16:29
2024-12-17 08:51:37.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.811e-04, size: 544, ETA: 7:16:27
2024-12-17 08:51:40.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.809e-04, size: 704, ETA: 7:16:25
2024-12-17 08:51:42.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.808e-04, size: 704, ETA: 7:16:23
2024-12-17 08:51:44.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.806e-04, size: 608, ETA: 7:16:20
2024-12-17 08:51:46.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.804e-04, size: 704, ETA: 7:16:18
2024-12-17 08:51:48.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.803e-04, size: 736, ETA: 7:16:16
2024-12-17 08:51:50.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.801e-04, size: 576, ETA: 7:16:13
2024-12-17 08:51:52.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.800e-04, size: 704, ETA: 7:16:11
2024-12-17 08:51:54.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.798e-04, size: 672, ETA: 7:16:09
2024-12-17 08:51:57.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.797e-04, size: 640, ETA: 7:16:07
2024-12-17 08:51:59.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.795e-04, size: 704, ETA: 7:16:05
2024-12-17 08:52:02.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.270s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.794e-04, size: 640, ETA: 7:16:03
2024-12-17 08:52:04.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.792e-04, size: 576, ETA: 7:16:01
2024-12-17 08:52:06.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.790e-04, size: 640, ETA: 7:15:58
2024-12-17 08:52:08.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.789e-04, size: 608, ETA: 7:15:56
2024-12-17 08:52:10.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.787e-04, size: 736, ETA: 7:15:54
2024-12-17 08:52:13.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.786e-04, size: 640, ETA: 7:15:52
2024-12-17 08:52:15.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.784e-04, size: 672, ETA: 7:15:49
2024-12-17 08:52:17.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.783e-04, size: 608, ETA: 7:15:47
2024-12-17 08:52:19.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.781e-04, size: 608, ETA: 7:15:45
2024-12-17 08:52:22.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.780e-04, size: 640, ETA: 7:15:43
2024-12-17 08:52:24.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.270s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.778e-04, size: 672, ETA: 7:15:41
2024-12-17 08:52:27.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.776e-04, size: 704, ETA: 7:15:39
2024-12-17 08:52:29.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.775e-04, size: 736, ETA: 7:15:37
2024-12-17 08:52:31.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.773e-04, size: 576, ETA: 7:15:34
2024-12-17 08:52:33.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.772e-04, size: 608, ETA: 7:15:32
2024-12-17 08:52:35.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 9.770e-04, size: 704, ETA: 7:15:30
2024-12-17 08:52:38.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.769e-04, size: 736, ETA: 7:15:28
2024-12-17 08:52:40.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.767e-04, size: 544, ETA: 7:15:26
2024-12-17 08:52:43.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.766e-04, size: 608, ETA: 7:15:24
2024-12-17 08:52:45.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.764e-04, size: 640, ETA: 7:15:22
2024-12-17 08:52:47.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.762e-04, size: 736, ETA: 7:15:20
2024-12-17 08:52:49.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.761e-04, size: 608, ETA: 7:15:17
2024-12-17 08:52:51.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.759e-04, size: 736, ETA: 7:15:15
2024-12-17 08:52:54.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.758e-04, size: 544, ETA: 7:15:13
2024-12-17 08:52:56.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.756e-04, size: 704, ETA: 7:15:10
2024-12-17 08:52:58.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.755e-04, size: 544, ETA: 7:15:08
2024-12-17 08:53:00.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.753e-04, size: 544, ETA: 7:15:06
2024-12-17 08:53:02.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.752e-04, size: 704, ETA: 7:15:04
2024-12-17 08:53:05.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.750e-04, size: 576, ETA: 7:15:02
2024-12-17 08:53:07.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.748e-04, size: 544, ETA: 7:15:00
2024-12-17 08:53:10.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.747e-04, size: 576, ETA: 7:14:58
2024-12-17 08:53:12.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.745e-04, size: 672, ETA: 7:14:55
2024-12-17 08:53:13.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.744e-04, size: 544, ETA: 7:14:53
2024-12-17 08:53:15.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.742e-04, size: 544, ETA: 7:14:50
2024-12-17 08:53:17.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.741e-04, size: 704, ETA: 7:14:48
2024-12-17 08:53:19.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.739e-04, size: 608, ETA: 7:14:46
2024-12-17 08:53:22.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.738e-04, size: 672, ETA: 7:14:43
2024-12-17 08:53:24.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.736e-04, size: 640, ETA: 7:14:41
2024-12-17 08:53:26.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.734e-04, size: 736, ETA: 7:14:39
2024-12-17 08:53:29.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.733e-04, size: 736, ETA: 7:14:37
2024-12-17 08:53:32.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.731e-04, size: 544, ETA: 7:14:36
2024-12-17 08:53:34.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.730e-04, size: 640, ETA: 7:14:33
2024-12-17 08:53:36.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.728e-04, size: 704, ETA: 7:14:31
2024-12-17 08:53:38.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.727e-04, size: 672, ETA: 7:14:29
2024-12-17 08:53:40.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.725e-04, size: 704, ETA: 7:14:26
2024-12-17 08:53:42.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.724e-04, size: 576, ETA: 7:14:24
2024-12-17 08:53:44.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.722e-04, size: 640, ETA: 7:14:22
2024-12-17 08:53:46.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.720e-04, size: 640, ETA: 7:14:19
2024-12-17 08:53:48.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.719e-04, size: 672, ETA: 7:14:17
2024-12-17 08:53:51.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.717e-04, size: 704, ETA: 7:14:15
2024-12-17 08:53:54.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.316s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.716e-04, size: 704, ETA: 7:14:14
2024-12-17 08:53:57.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.714e-04, size: 672, ETA: 7:14:12
2024-12-17 08:53:59.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.713e-04, size: 704, ETA: 7:14:10
2024-12-17 08:54:01.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.711e-04, size: 544, ETA: 7:14:07
2024-12-17 08:54:03.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.710e-04, size: 640, ETA: 7:14:05
2024-12-17 08:54:05.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.708e-04, size: 544, ETA: 7:14:02
2024-12-17 08:54:07.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.707e-04, size: 672, ETA: 7:14:00
2024-12-17 08:54:09.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.705e-04, size: 576, ETA: 7:13:58
2024-12-17 08:54:11.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.703e-04, size: 736, ETA: 7:13:55
2024-12-17 08:54:14.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.260s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.702e-04, size: 704, ETA: 7:13:53
2024-12-17 08:54:16.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.700e-04, size: 544, ETA: 7:13:52
2024-12-17 08:54:19.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.699e-04, size: 704, ETA: 7:13:50
2024-12-17 08:54:22.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.1Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.697e-04, size: 640, ETA: 7:13:48
2024-12-17 08:54:24.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.696e-04, size: 704, ETA: 7:13:46
2024-12-17 08:54:26.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.694e-04, size: 672, ETA: 7:13:43
2024-12-17 08:54:28.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.693e-04, size: 704, ETA: 7:13:41
2024-12-17 08:54:30.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.691e-04, size: 608, ETA: 7:13:39
2024-12-17 08:54:32.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.689e-04, size: 576, ETA: 7:13:36
2024-12-17 08:54:33.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.688e-04, size: 704, ETA: 7:13:34
2024-12-17 08:54:36.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.686e-04, size: 704, ETA: 7:13:31
2024-12-17 08:54:38.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 9.685e-04, size: 736, ETA: 7:13:29
2024-12-17 08:54:41.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.683e-04, size: 672, ETA: 7:13:27
2024-12-17 08:54:43.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.682e-04, size: 704, ETA: 7:13:25
2024-12-17 08:54:46.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.680e-04, size: 672, ETA: 7:13:24
2024-12-17 08:54:48.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.679e-04, size: 544, ETA: 7:13:21
2024-12-17 08:54:50.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.677e-04, size: 672, ETA: 7:13:19
2024-12-17 08:54:52.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.676e-04, size: 640, ETA: 7:13:16
2024-12-17 08:54:54.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 9.674e-04, size: 576, ETA: 7:13:14
2024-12-17 08:54:55.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.672e-04, size: 704, ETA: 7:13:11
2024-12-17 08:54:58.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.671e-04, size: 736, ETA: 7:13:09
2024-12-17 08:55:00.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.669e-04, size: 672, ETA: 7:13:07
2024-12-17 08:55:02.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.668e-04, size: 576, ETA: 7:13:05
2024-12-17 08:55:05.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.666e-04, size: 576, ETA: 7:13:03
2024-12-17 08:55:07.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.665e-04, size: 544, ETA: 7:13:01
2024-12-17 08:55:10.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.663e-04, size: 608, ETA: 7:12:59
2024-12-17 08:55:12.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.662e-04, size: 736, ETA: 7:12:57
2024-12-17 08:55:14.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 9.660e-04, size: 576, ETA: 7:12:54
2024-12-17 08:55:16.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.658e-04, size: 672, ETA: 7:12:52
2024-12-17 08:55:18.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.657e-04, size: 608, ETA: 7:12:49
2024-12-17 08:55:19.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.655e-04, size: 544, ETA: 7:12:47
2024-12-17 08:55:21.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.654e-04, size: 640, ETA: 7:12:44
2024-12-17 08:55:24.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.652e-04, size: 640, ETA: 7:12:42
2024-12-17 08:55:26.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.651e-04, size: 640, ETA: 7:12:40
2024-12-17 08:55:28.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.649e-04, size: 576, ETA: 7:12:38
2024-12-17 08:55:31.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.648e-04, size: 608, ETA: 7:12:36
2024-12-17 08:55:33.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.646e-04, size: 544, ETA: 7:12:34
2024-12-17 08:55:35.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.645e-04, size: 608, ETA: 7:12:32
2024-12-17 08:55:37.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.643e-04, size: 704, ETA: 7:12:29
2024-12-17 08:55:39.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.641e-04, size: 576, ETA: 7:12:27
2024-12-17 08:55:41.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.640e-04, size: 736, ETA: 7:12:24
2024-12-17 08:55:43.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.638e-04, size: 672, ETA: 7:12:22
2024-12-17 08:55:45.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.637e-04, size: 736, ETA: 7:12:20
2024-12-17 08:55:48.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.635e-04, size: 736, ETA: 7:12:18
2024-12-17 08:55:50.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.634e-04, size: 736, ETA: 7:12:16
2024-12-17 08:55:53.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.632e-04, size: 544, ETA: 7:12:13
2024-12-17 08:55:55.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.631e-04, size: 608, ETA: 7:12:12
2024-12-17 08:55:58.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.629e-04, size: 608, ETA: 7:12:10
2024-12-17 08:56:00.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.627e-04, size: 640, ETA: 7:12:08
2024-12-17 08:56:02.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.626e-04, size: 608, ETA: 7:12:05
2024-12-17 08:56:04.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.624e-04, size: 608, ETA: 7:12:03
2024-12-17 08:56:06.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.623e-04, size: 576, ETA: 7:12:01
2024-12-17 08:56:08.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.621e-04, size: 544, ETA: 7:11:58
2024-12-17 08:56:10.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.620e-04, size: 704, ETA: 7:11:56
2024-12-17 08:56:13.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.618e-04, size: 704, ETA: 7:11:54
2024-12-17 08:56:15.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.617e-04, size: 672, ETA: 7:11:52
2024-12-17 08:56:18.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.615e-04, size: 640, ETA: 7:11:50
2024-12-17 08:56:21.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.614e-04, size: 576, ETA: 7:11:48
2024-12-17 08:56:23.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.612e-04, size: 608, ETA: 7:11:46
2024-12-17 08:56:25.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.610e-04, size: 704, ETA: 7:11:44
2024-12-17 08:56:27.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.609e-04, size: 672, ETA: 7:11:42
2024-12-17 08:56:29.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.607e-04, size: 736, ETA: 7:11:39
2024-12-17 08:56:31.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.606e-04, size: 544, ETA: 7:11:37
2024-12-17 08:56:33.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.604e-04, size: 640, ETA: 7:11:35
2024-12-17 08:56:35.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.603e-04, size: 672, ETA: 7:11:32
2024-12-17 08:56:37.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.601e-04, size: 736, ETA: 7:11:30
2024-12-17 08:56:40.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.600e-04, size: 640, ETA: 7:11:28
2024-12-17 08:56:42.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.598e-04, size: 544, ETA: 7:11:25
2024-12-17 08:56:44.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.597e-04, size: 608, ETA: 7:11:23
2024-12-17 08:56:46.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.595e-04, size: 544, ETA: 7:11:21
2024-12-17 08:56:48.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.593e-04, size: 672, ETA: 7:11:18
2024-12-17 08:56:50.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.592e-04, size: 640, ETA: 7:11:16
2024-12-17 08:56:52.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.590e-04, size: 608, ETA: 7:11:14
2024-12-17 08:56:55.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.589e-04, size: 608, ETA: 7:11:12
2024-12-17 08:56:57.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.587e-04, size: 608, ETA: 7:11:10
2024-12-17 08:56:59.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.586e-04, size: 544, ETA: 7:11:08
2024-12-17 08:57:02.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.584e-04, size: 544, ETA: 7:11:05
2024-12-17 08:57:04.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.583e-04, size: 608, ETA: 7:11:03
2024-12-17 08:57:06.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.581e-04, size: 704, ETA: 7:11:01
2024-12-17 08:57:08.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.580e-04, size: 576, ETA: 7:10:59
2024-12-17 08:57:10.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.578e-04, size: 640, ETA: 7:10:56
2024-12-17 08:57:12.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.576e-04, size: 608, ETA: 7:10:54
2024-12-17 08:57:14.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.575e-04, size: 544, ETA: 7:10:51
2024-12-17 08:57:16.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.573e-04, size: 544, ETA: 7:10:49
2024-12-17 08:57:18.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.572e-04, size: 640, ETA: 7:10:47
2024-12-17 08:57:20.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.570e-04, size: 640, ETA: 7:10:44
2024-12-17 08:57:22.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.569e-04, size: 576, ETA: 7:10:42
2024-12-17 08:57:25.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.567e-04, size: 544, ETA: 7:10:40
2024-12-17 08:57:28.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.566e-04, size: 672, ETA: 7:10:39
2024-12-17 08:57:30.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.564e-04, size: 672, ETA: 7:10:37
2024-12-17 08:57:32.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.563e-04, size: 576, ETA: 7:10:34
2024-12-17 08:57:34.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.561e-04, size: 640, ETA: 7:10:32
2024-12-17 08:57:36.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.559e-04, size: 544, ETA: 7:10:29
2024-12-17 08:57:39.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 9.558e-04, size: 640, ETA: 7:10:27
2024-12-17 08:57:41.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.556e-04, size: 544, ETA: 7:10:25
2024-12-17 08:57:43.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.555e-04, size: 576, ETA: 7:10:23
2024-12-17 08:57:46.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.553e-04, size: 736, ETA: 7:10:21
2024-12-17 08:57:48.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.552e-04, size: 704, ETA: 7:10:19
2024-12-17 08:57:51.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.550e-04, size: 608, ETA: 7:10:17
2024-12-17 08:57:54.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.549e-04, size: 576, ETA: 7:10:15
2024-12-17 08:57:56.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.547e-04, size: 640, ETA: 7:10:13
2024-12-17 08:57:58.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.546e-04, size: 640, ETA: 7:10:11
2024-12-17 08:58:00.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.544e-04, size: 608, ETA: 7:10:09
2024-12-17 08:58:02.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.542e-04, size: 608, ETA: 7:10:06
2024-12-17 08:58:04.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.541e-04, size: 608, ETA: 7:10:04
2024-12-17 08:58:06.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.539e-04, size: 640, ETA: 7:10:01
2024-12-17 08:58:08.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.538e-04, size: 576, ETA: 7:09:59
2024-12-17 08:58:10.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.536e-04, size: 672, ETA: 7:09:57
2024-12-17 08:58:12.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.535e-04, size: 736, ETA: 7:09:55
2024-12-17 08:58:15.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.533e-04, size: 608, ETA: 7:09:53
2024-12-17 08:58:18.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.532e-04, size: 544, ETA: 7:09:51
2024-12-17 08:58:20.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.530e-04, size: 640, ETA: 7:09:49
2024-12-17 08:58:22.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.529e-04, size: 704, ETA: 7:09:46
2024-12-17 08:58:24.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.527e-04, size: 736, ETA: 7:09:44
2024-12-17 08:58:26.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.525e-04, size: 640, ETA: 7:09:42
2024-12-17 08:58:28.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.524e-04, size: 576, ETA: 7:09:39
2024-12-17 08:58:30.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.522e-04, size: 576, ETA: 7:09:37
2024-12-17 08:58:32.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.521e-04, size: 608, ETA: 7:09:35
2024-12-17 08:58:34.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.519e-04, size: 704, ETA: 7:09:33
2024-12-17 08:58:37.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.518e-04, size: 640, ETA: 7:09:31
2024-12-17 08:58:40.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.516e-04, size: 544, ETA: 7:09:29
2024-12-17 08:58:42.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.515e-04, size: 608, ETA: 7:09:27
2024-12-17 08:58:45.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.513e-04, size: 736, ETA: 7:09:25
2024-12-17 08:58:47.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.512e-04, size: 704, ETA: 7:09:23
2024-12-17 08:58:49.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.510e-04, size: 576, ETA: 7:09:20
2024-12-17 08:58:51.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.508e-04, size: 544, ETA: 7:09:18
2024-12-17 08:58:53.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.507e-04, size: 576, ETA: 7:09:16
2024-12-17 08:58:55.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.505e-04, size: 608, ETA: 7:09:13
2024-12-17 08:58:57.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.504e-04, size: 544, ETA: 7:09:11
2024-12-17 08:58:59.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.502e-04, size: 576, ETA: 7:09:08
2024-12-17 08:59:01.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.501e-04, size: 640, ETA: 7:09:06
2024-12-17 08:59:04.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.499e-04, size: 640, ETA: 7:09:04
2024-12-17 08:59:06.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.498e-04, size: 704, ETA: 7:09:02
2024-12-17 08:59:08.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.496e-04, size: 608, ETA: 7:09:00
2024-12-17 08:59:10.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.495e-04, size: 544, ETA: 7:08:57
2024-12-17 08:59:12.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.493e-04, size: 576, ETA: 7:08:55
2024-12-17 08:59:15.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.491e-04, size: 704, ETA: 7:08:53
2024-12-17 08:59:16.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.490e-04, size: 576, ETA: 7:08:51
2024-12-17 08:59:18.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.488e-04, size: 640, ETA: 7:08:48
2024-12-17 08:59:20.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.487e-04, size: 704, ETA: 7:08:46
2024-12-17 08:59:22.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.485e-04, size: 608, ETA: 7:08:43
2024-12-17 08:59:24.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.484e-04, size: 544, ETA: 7:08:41
2024-12-17 08:59:26.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.482e-04, size: 640, ETA: 7:08:38
2024-12-17 08:59:28.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.481e-04, size: 640, ETA: 7:08:36
2024-12-17 08:59:30.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.479e-04, size: 672, ETA: 7:08:34
2024-12-17 08:59:32.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.478e-04, size: 640, ETA: 7:08:31
2024-12-17 08:59:34.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.476e-04, size: 736, ETA: 7:08:29
2024-12-17 08:59:36.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.475e-04, size: 704, ETA: 7:08:27
2024-12-17 08:59:38.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.473e-04, size: 704, ETA: 7:08:24
2024-12-17 08:59:40.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.471e-04, size: 576, ETA: 7:08:22
2024-12-17 08:59:42.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.470e-04, size: 608, ETA: 7:08:19
2024-12-17 08:59:44.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.468e-04, size: 736, ETA: 7:08:17
2024-12-17 08:59:46.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.467e-04, size: 736, ETA: 7:08:15
2024-12-17 08:59:49.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.465e-04, size: 736, ETA: 7:08:13
2024-12-17 08:59:51.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.464e-04, size: 640, ETA: 7:08:10
2024-12-17 08:59:53.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.007s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.462e-04, size: 672, ETA: 7:08:08
2024-12-17 08:59:55.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.461e-04, size: 704, ETA: 7:08:06
2024-12-17 08:59:57.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.459e-04, size: 704, ETA: 7:08:03
2024-12-17 08:59:59.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.458e-04, size: 736, ETA: 7:08:01
2024-12-17 09:00:01.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 62/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.456e-04, size: 736, ETA: 7:07:59
2024-12-17 09:00:02.295 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 09:00:02.714 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch63
2024-12-17 09:00:04.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.454e-04, size: 640, ETA: 7:07:55
2024-12-17 09:00:06.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.452e-04, size: 576, ETA: 7:07:53
2024-12-17 09:00:08.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.451e-04, size: 544, ETA: 7:07:50
2024-12-17 09:00:10.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.449e-04, size: 544, ETA: 7:07:48
2024-12-17 09:00:12.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.448e-04, size: 736, ETA: 7:07:46
2024-12-17 09:00:14.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.446e-04, size: 544, ETA: 7:07:43
2024-12-17 09:00:16.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.445e-04, size: 576, ETA: 7:07:41
2024-12-17 09:00:18.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.443e-04, size: 576, ETA: 7:07:38
2024-12-17 09:00:19.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.442e-04, size: 608, ETA: 7:07:36
2024-12-17 09:00:22.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.440e-04, size: 672, ETA: 7:07:33
2024-12-17 09:00:23.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 9.438e-04, size: 544, ETA: 7:07:31
2024-12-17 09:00:25.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.437e-04, size: 736, ETA: 7:07:29
2024-12-17 09:00:28.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.435e-04, size: 704, ETA: 7:07:26
2024-12-17 09:00:30.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.434e-04, size: 576, ETA: 7:07:24
2024-12-17 09:00:31.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.432e-04, size: 544, ETA: 7:07:21
2024-12-17 09:00:34.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.431e-04, size: 704, ETA: 7:07:19
2024-12-17 09:00:36.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.429e-04, size: 736, ETA: 7:07:17
2024-12-17 09:00:38.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.428e-04, size: 608, ETA: 7:07:15
2024-12-17 09:00:41.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.426e-04, size: 640, ETA: 7:07:13
2024-12-17 09:00:43.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.425e-04, size: 672, ETA: 7:07:11
2024-12-17 09:00:46.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.423e-04, size: 704, ETA: 7:07:09
2024-12-17 09:00:48.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.422e-04, size: 544, ETA: 7:07:07
2024-12-17 09:00:50.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.420e-04, size: 640, ETA: 7:07:04
2024-12-17 09:00:52.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.418e-04, size: 640, ETA: 7:07:02
2024-12-17 09:00:54.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.417e-04, size: 608, ETA: 7:07:00
2024-12-17 09:00:56.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.415e-04, size: 608, ETA: 7:06:58
2024-12-17 09:00:59.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.414e-04, size: 640, ETA: 7:06:56
2024-12-17 09:01:01.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.412e-04, size: 544, ETA: 7:06:53
2024-12-17 09:01:03.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.411e-04, size: 736, ETA: 7:06:51
2024-12-17 09:01:06.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.409e-04, size: 640, ETA: 7:06:49
2024-12-17 09:01:08.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.408e-04, size: 576, ETA: 7:06:47
2024-12-17 09:01:11.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.406e-04, size: 672, ETA: 7:06:46
2024-12-17 09:01:14.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.405e-04, size: 576, ETA: 7:06:44
2024-12-17 09:01:16.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.403e-04, size: 704, ETA: 7:06:41
2024-12-17 09:01:18.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.402e-04, size: 672, ETA: 7:06:39
2024-12-17 09:01:20.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.400e-04, size: 576, ETA: 7:06:36
2024-12-17 09:01:22.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.398e-04, size: 576, ETA: 7:06:34
2024-12-17 09:01:24.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.397e-04, size: 608, ETA: 7:06:32
2024-12-17 09:01:26.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.395e-04, size: 736, ETA: 7:06:30
2024-12-17 09:01:28.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.394e-04, size: 544, ETA: 7:06:28
2024-12-17 09:01:31.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.392e-04, size: 736, ETA: 7:06:26
2024-12-17 09:01:33.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.391e-04, size: 608, ETA: 7:06:23
2024-12-17 09:01:36.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.389e-04, size: 704, ETA: 7:06:22
2024-12-17 09:01:38.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.388e-04, size: 576, ETA: 7:06:20
2024-12-17 09:01:40.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.386e-04, size: 704, ETA: 7:06:17
2024-12-17 09:01:42.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.385e-04, size: 736, ETA: 7:06:15
2024-12-17 09:01:44.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.383e-04, size: 640, ETA: 7:06:13
2024-12-17 09:01:46.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.382e-04, size: 576, ETA: 7:06:10
2024-12-17 09:01:48.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.380e-04, size: 640, ETA: 7:06:08
2024-12-17 09:01:50.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.378e-04, size: 704, ETA: 7:06:05
2024-12-17 09:01:53.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.377e-04, size: 736, ETA: 7:06:03
2024-12-17 09:01:55.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.375e-04, size: 736, ETA: 7:06:01
2024-12-17 09:01:58.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.374e-04, size: 544, ETA: 7:05:59
2024-12-17 09:02:00.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.372e-04, size: 704, ETA: 7:05:57
2024-12-17 09:02:03.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.371e-04, size: 704, ETA: 7:05:55
2024-12-17 09:02:05.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.369e-04, size: 672, ETA: 7:05:53
2024-12-17 09:02:07.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.368e-04, size: 672, ETA: 7:05:51
2024-12-17 09:02:09.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.366e-04, size: 576, ETA: 7:05:49
2024-12-17 09:02:11.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.365e-04, size: 576, ETA: 7:05:46
2024-12-17 09:02:13.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.363e-04, size: 736, ETA: 7:05:44
2024-12-17 09:02:16.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.362e-04, size: 672, ETA: 7:05:42
2024-12-17 09:02:18.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.360e-04, size: 704, ETA: 7:05:39
2024-12-17 09:02:20.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.358e-04, size: 704, ETA: 7:05:37
2024-12-17 09:02:22.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.357e-04, size: 576, ETA: 7:05:35
2024-12-17 09:02:25.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.355e-04, size: 576, ETA: 7:05:33
2024-12-17 09:02:27.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.354e-04, size: 544, ETA: 7:05:31
2024-12-17 09:02:29.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.352e-04, size: 576, ETA: 7:05:28
2024-12-17 09:02:31.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.351e-04, size: 640, ETA: 7:05:26
2024-12-17 09:02:33.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.349e-04, size: 544, ETA: 7:05:24
2024-12-17 09:02:35.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.348e-04, size: 608, ETA: 7:05:21
2024-12-17 09:02:37.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.346e-04, size: 576, ETA: 7:05:19
2024-12-17 09:02:39.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.345e-04, size: 576, ETA: 7:05:17
2024-12-17 09:02:42.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.343e-04, size: 640, ETA: 7:05:15
2024-12-17 09:02:44.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.342e-04, size: 544, ETA: 7:05:13
2024-12-17 09:02:46.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.340e-04, size: 672, ETA: 7:05:10
2024-12-17 09:02:48.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.339e-04, size: 576, ETA: 7:05:08
2024-12-17 09:02:50.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.337e-04, size: 544, ETA: 7:05:05
2024-12-17 09:02:52.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.335e-04, size: 736, ETA: 7:05:03
2024-12-17 09:02:54.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.334e-04, size: 544, ETA: 7:05:01
2024-12-17 09:02:56.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.332e-04, size: 640, ETA: 7:04:58
2024-12-17 09:02:58.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.331e-04, size: 640, ETA: 7:04:56
2024-12-17 09:03:00.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.329e-04, size: 672, ETA: 7:04:54
2024-12-17 09:03:02.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.328e-04, size: 608, ETA: 7:04:51
2024-12-17 09:03:04.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.326e-04, size: 704, ETA: 7:04:49
2024-12-17 09:03:07.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.325e-04, size: 704, ETA: 7:04:47
2024-12-17 09:03:09.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.323e-04, size: 576, ETA: 7:04:45
2024-12-17 09:03:11.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.322e-04, size: 576, ETA: 7:04:43
2024-12-17 09:03:13.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.320e-04, size: 608, ETA: 7:04:40
2024-12-17 09:03:15.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.319e-04, size: 640, ETA: 7:04:38
2024-12-17 09:03:17.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.317e-04, size: 640, ETA: 7:04:36
2024-12-17 09:03:19.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.316e-04, size: 544, ETA: 7:04:33
2024-12-17 09:03:21.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.314e-04, size: 672, ETA: 7:04:31
2024-12-17 09:03:23.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.312e-04, size: 640, ETA: 7:04:28
2024-12-17 09:03:25.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.311e-04, size: 704, ETA: 7:04:26
2024-12-17 09:03:27.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.309e-04, size: 544, ETA: 7:04:24
2024-12-17 09:03:29.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.308e-04, size: 608, ETA: 7:04:22
2024-12-17 09:03:32.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.306e-04, size: 544, ETA: 7:04:19
2024-12-17 09:03:34.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.305e-04, size: 608, ETA: 7:04:17
2024-12-17 09:03:36.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.303e-04, size: 608, ETA: 7:04:15
2024-12-17 09:03:38.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.302e-04, size: 608, ETA: 7:04:13
2024-12-17 09:03:40.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.300e-04, size: 608, ETA: 7:04:10
2024-12-17 09:03:42.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.299e-04, size: 704, ETA: 7:04:08
2024-12-17 09:03:44.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.297e-04, size: 640, ETA: 7:04:06
2024-12-17 09:03:46.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.296e-04, size: 576, ETA: 7:04:03
2024-12-17 09:03:48.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.294e-04, size: 608, ETA: 7:04:01
2024-12-17 09:03:50.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.292e-04, size: 544, ETA: 7:03:58
2024-12-17 09:03:52.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.291e-04, size: 576, ETA: 7:03:56
2024-12-17 09:03:54.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.289e-04, size: 544, ETA: 7:03:54
2024-12-17 09:03:56.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.288e-04, size: 544, ETA: 7:03:52
2024-12-17 09:03:58.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.286e-04, size: 544, ETA: 7:03:49
2024-12-17 09:04:01.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.285e-04, size: 704, ETA: 7:03:47
2024-12-17 09:04:03.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.283e-04, size: 704, ETA: 7:03:45
2024-12-17 09:04:05.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.282e-04, size: 608, ETA: 7:03:42
2024-12-17 09:04:07.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.280e-04, size: 576, ETA: 7:03:40
2024-12-17 09:04:09.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.279e-04, size: 608, ETA: 7:03:38
2024-12-17 09:04:11.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.277e-04, size: 640, ETA: 7:03:35
2024-12-17 09:04:13.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.276e-04, size: 608, ETA: 7:03:33
2024-12-17 09:04:15.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.274e-04, size: 672, ETA: 7:03:31
2024-12-17 09:04:17.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.273e-04, size: 544, ETA: 7:03:29
2024-12-17 09:04:20.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.271e-04, size: 640, ETA: 7:03:27
2024-12-17 09:04:22.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.270e-04, size: 576, ETA: 7:03:24
2024-12-17 09:04:24.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.268e-04, size: 608, ETA: 7:03:22
2024-12-17 09:04:27.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.266e-04, size: 640, ETA: 7:03:20
2024-12-17 09:04:29.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.265e-04, size: 608, ETA: 7:03:18
2024-12-17 09:04:30.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.263e-04, size: 608, ETA: 7:03:15
2024-12-17 09:04:32.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.262e-04, size: 608, ETA: 7:03:13
2024-12-17 09:04:34.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.260e-04, size: 544, ETA: 7:03:10
2024-12-17 09:04:37.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.259e-04, size: 544, ETA: 7:03:08
2024-12-17 09:04:39.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.257e-04, size: 704, ETA: 7:03:06
2024-12-17 09:04:41.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.256e-04, size: 544, ETA: 7:03:04
2024-12-17 09:04:43.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.254e-04, size: 704, ETA: 7:03:02
2024-12-17 09:04:45.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.253e-04, size: 672, ETA: 7:02:59
2024-12-17 09:04:47.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.251e-04, size: 736, ETA: 7:02:57
2024-12-17 09:04:49.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.250e-04, size: 736, ETA: 7:02:55
2024-12-17 09:04:51.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.248e-04, size: 576, ETA: 7:02:52
2024-12-17 09:04:53.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.247e-04, size: 608, ETA: 7:02:50
2024-12-17 09:04:55.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.245e-04, size: 608, ETA: 7:02:47
2024-12-17 09:04:57.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.243e-04, size: 704, ETA: 7:02:45
2024-12-17 09:05:00.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.242e-04, size: 736, ETA: 7:02:43
2024-12-17 09:05:02.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.240e-04, size: 608, ETA: 7:02:41
2024-12-17 09:05:04.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.239e-04, size: 704, ETA: 7:02:39
2024-12-17 09:05:07.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.237e-04, size: 736, ETA: 7:02:37
2024-12-17 09:05:09.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.236e-04, size: 672, ETA: 7:02:34
2024-12-17 09:05:11.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.234e-04, size: 672, ETA: 7:02:32
2024-12-17 09:05:13.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.233e-04, size: 672, ETA: 7:02:30
2024-12-17 09:05:16.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.231e-04, size: 608, ETA: 7:02:28
2024-12-17 09:05:18.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.230e-04, size: 576, ETA: 7:02:25
2024-12-17 09:05:20.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.228e-04, size: 704, ETA: 7:02:23
2024-12-17 09:05:21.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.227e-04, size: 608, ETA: 7:02:21
2024-12-17 09:05:24.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.225e-04, size: 576, ETA: 7:02:18
2024-12-17 09:05:26.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.224e-04, size: 672, ETA: 7:02:16
2024-12-17 09:05:28.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.222e-04, size: 640, ETA: 7:02:14
2024-12-17 09:05:30.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.221e-04, size: 544, ETA: 7:02:12
2024-12-17 09:05:33.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.219e-04, size: 544, ETA: 7:02:10
2024-12-17 09:05:35.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.217e-04, size: 576, ETA: 7:02:07
2024-12-17 09:05:37.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.216e-04, size: 704, ETA: 7:02:05
2024-12-17 09:05:39.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.214e-04, size: 704, ETA: 7:02:03
2024-12-17 09:05:41.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.213e-04, size: 672, ETA: 7:02:00
2024-12-17 09:05:43.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.211e-04, size: 544, ETA: 7:01:58
2024-12-17 09:05:44.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.210e-04, size: 544, ETA: 7:01:55
2024-12-17 09:05:46.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.208e-04, size: 672, ETA: 7:01:53
2024-12-17 09:05:49.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.207e-04, size: 704, ETA: 7:01:51
2024-12-17 09:05:51.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.205e-04, size: 736, ETA: 7:01:49
2024-12-17 09:05:54.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 9.204e-04, size: 576, ETA: 7:01:47
2024-12-17 09:05:56.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.202e-04, size: 576, ETA: 7:01:45
2024-12-17 09:05:58.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.201e-04, size: 704, ETA: 7:01:42
2024-12-17 09:06:00.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.199e-04, size: 640, ETA: 7:01:40
2024-12-17 09:06:02.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.198e-04, size: 544, ETA: 7:01:37
2024-12-17 09:06:03.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.196e-04, size: 544, ETA: 7:01:35
2024-12-17 09:06:05.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.195e-04, size: 672, ETA: 7:01:32
2024-12-17 09:06:07.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.193e-04, size: 672, ETA: 7:01:30
2024-12-17 09:06:09.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.191e-04, size: 608, ETA: 7:01:28
2024-12-17 09:06:12.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.190e-04, size: 608, ETA: 7:01:25
2024-12-17 09:06:14.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.188e-04, size: 704, ETA: 7:01:23
2024-12-17 09:06:16.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.187e-04, size: 640, ETA: 7:01:21
2024-12-17 09:06:19.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.185e-04, size: 736, ETA: 7:01:19
2024-12-17 09:06:21.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 9.184e-04, size: 576, ETA: 7:01:17
2024-12-17 09:06:23.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.182e-04, size: 672, ETA: 7:01:15
2024-12-17 09:06:25.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.181e-04, size: 704, ETA: 7:01:13
2024-12-17 09:06:27.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.179e-04, size: 576, ETA: 7:01:10
2024-12-17 09:06:29.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.178e-04, size: 544, ETA: 7:01:08
2024-12-17 09:06:31.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.176e-04, size: 576, ETA: 7:01:05
2024-12-17 09:06:33.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.175e-04, size: 576, ETA: 7:01:03
2024-12-17 09:06:35.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.173e-04, size: 640, ETA: 7:01:00
2024-12-17 09:06:37.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.172e-04, size: 672, ETA: 7:00:58
2024-12-17 09:06:40.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.170e-04, size: 704, ETA: 7:00:56
2024-12-17 09:06:42.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.169e-04, size: 608, ETA: 7:00:54
2024-12-17 09:06:44.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.167e-04, size: 736, ETA: 7:00:52
2024-12-17 09:06:47.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.165e-04, size: 736, ETA: 7:00:50
2024-12-17 09:06:49.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.164e-04, size: 736, ETA: 7:00:48
2024-12-17 09:06:51.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.162e-04, size: 672, ETA: 7:00:45
2024-12-17 09:06:53.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.161e-04, size: 608, ETA: 7:00:43
2024-12-17 09:06:55.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.159e-04, size: 608, ETA: 7:00:40
2024-12-17 09:06:56.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.158e-04, size: 640, ETA: 7:00:38
2024-12-17 09:06:59.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.156e-04, size: 704, ETA: 7:00:36
2024-12-17 09:07:01.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.155e-04, size: 704, ETA: 7:00:34
2024-12-17 09:07:04.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.153e-04, size: 544, ETA: 7:00:32
2024-12-17 09:07:06.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.152e-04, size: 640, ETA: 7:00:30
2024-12-17 09:07:08.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.150e-04, size: 544, ETA: 7:00:27
2024-12-17 09:07:10.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.149e-04, size: 640, ETA: 7:00:25
2024-12-17 09:07:12.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.147e-04, size: 640, ETA: 7:00:23
2024-12-17 09:07:14.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.146e-04, size: 672, ETA: 7:00:20
2024-12-17 09:07:16.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.144e-04, size: 672, ETA: 7:00:18
2024-12-17 09:07:18.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.143e-04, size: 736, ETA: 7:00:16
2024-12-17 09:07:20.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.141e-04, size: 544, ETA: 7:00:13
2024-12-17 09:07:22.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.140e-04, size: 576, ETA: 7:00:11
2024-12-17 09:07:25.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.138e-04, size: 672, ETA: 7:00:09
2024-12-17 09:07:27.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.136e-04, size: 608, ETA: 7:00:07
2024-12-17 09:07:30.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.135e-04, size: 704, ETA: 7:00:05
2024-12-17 09:07:32.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.133e-04, size: 576, ETA: 7:00:03
2024-12-17 09:07:34.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.132e-04, size: 608, ETA: 7:00:00
2024-12-17 09:07:36.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.130e-04, size: 544, ETA: 6:59:58
2024-12-17 09:07:38.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.129e-04, size: 672, ETA: 6:59:55
2024-12-17 09:07:40.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.127e-04, size: 544, ETA: 6:59:53
2024-12-17 09:07:42.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.126e-04, size: 736, ETA: 6:59:51
2024-12-17 09:07:44.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.124e-04, size: 704, ETA: 6:59:49
2024-12-17 09:07:46.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.123e-04, size: 576, ETA: 6:59:46
2024-12-17 09:07:49.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.238s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.121e-04, size: 704, ETA: 6:59:44
2024-12-17 09:07:51.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.120e-04, size: 736, ETA: 6:59:42
2024-12-17 09:07:54.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.118e-04, size: 640, ETA: 6:59:40
2024-12-17 09:07:56.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.117e-04, size: 640, ETA: 6:59:38
2024-12-17 09:07:58.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.115e-04, size: 704, ETA: 6:59:36
2024-12-17 09:08:00.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 9.114e-04, size: 672, ETA: 6:59:33
2024-12-17 09:08:02.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.112e-04, size: 736, ETA: 6:59:31
2024-12-17 09:08:04.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.111e-04, size: 672, ETA: 6:59:29
2024-12-17 09:08:06.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.109e-04, size: 544, ETA: 6:59:26
2024-12-17 09:08:08.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.107e-04, size: 576, ETA: 6:59:24
2024-12-17 09:08:10.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.106e-04, size: 640, ETA: 6:59:21
2024-12-17 09:08:12.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.104e-04, size: 736, ETA: 6:59:19
2024-12-17 09:08:14.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.103e-04, size: 672, ETA: 6:59:17
2024-12-17 09:08:17.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.101e-04, size: 640, ETA: 6:59:15
2024-12-17 09:08:19.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.100e-04, size: 672, ETA: 6:59:13
2024-12-17 09:08:21.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.098e-04, size: 736, ETA: 6:59:11
2024-12-17 09:08:23.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.097e-04, size: 640, ETA: 6:59:08
2024-12-17 09:08:25.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.095e-04, size: 640, ETA: 6:59:06
2024-12-17 09:08:27.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.094e-04, size: 672, ETA: 6:59:04
2024-12-17 09:08:29.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.092e-04, size: 608, ETA: 6:59:01
2024-12-17 09:08:31.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.091e-04, size: 576, ETA: 6:58:59
2024-12-17 09:08:33.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.089e-04, size: 576, ETA: 6:58:57
2024-12-17 09:08:35.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.088e-04, size: 544, ETA: 6:58:54
2024-12-17 09:08:37.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.086e-04, size: 576, ETA: 6:58:52
2024-12-17 09:08:40.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 63/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 9.085e-04, size: 672, ETA: 6:58:50
2024-12-17 09:08:41.674 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 09:08:42.090 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch64
2024-12-17 09:08:44.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.082e-04, size: 672, ETA: 6:58:47
2024-12-17 09:08:47.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.081e-04, size: 704, ETA: 6:58:45
2024-12-17 09:08:49.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.079e-04, size: 544, ETA: 6:58:43
2024-12-17 09:08:51.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.078e-04, size: 736, ETA: 6:58:41
2024-12-17 09:08:53.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.076e-04, size: 672, ETA: 6:58:38
2024-12-17 09:08:55.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.075e-04, size: 640, ETA: 6:58:36
2024-12-17 09:08:57.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.073e-04, size: 672, ETA: 6:58:34
2024-12-17 09:08:59.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.072e-04, size: 704, ETA: 6:58:31
2024-12-17 09:09:01.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.070e-04, size: 704, ETA: 6:58:29
2024-12-17 09:09:03.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.069e-04, size: 672, ETA: 6:58:27
2024-12-17 09:09:05.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.067e-04, size: 608, ETA: 6:58:24
2024-12-17 09:09:07.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.066e-04, size: 608, ETA: 6:58:22
2024-12-17 09:09:08.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.064e-04, size: 736, ETA: 6:58:19
2024-12-17 09:09:11.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.063e-04, size: 576, ETA: 6:58:17
2024-12-17 09:09:13.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.061e-04, size: 608, ETA: 6:58:15
2024-12-17 09:09:15.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.060e-04, size: 704, ETA: 6:58:13
2024-12-17 09:09:17.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.058e-04, size: 608, ETA: 6:58:10
2024-12-17 09:09:19.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.057e-04, size: 672, ETA: 6:58:08
2024-12-17 09:09:21.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.055e-04, size: 544, ETA: 6:58:06
2024-12-17 09:09:23.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.054e-04, size: 576, ETA: 6:58:03
2024-12-17 09:09:25.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 9.052e-04, size: 576, ETA: 6:58:01
2024-12-17 09:09:27.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.051e-04, size: 544, ETA: 6:57:58
2024-12-17 09:09:29.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.049e-04, size: 672, ETA: 6:57:56
2024-12-17 09:09:32.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.047e-04, size: 576, ETA: 6:57:54
2024-12-17 09:09:35.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.046e-04, size: 608, ETA: 6:57:52
2024-12-17 09:09:37.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.044e-04, size: 544, ETA: 6:57:51
2024-12-17 09:09:40.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 9.043e-04, size: 704, ETA: 6:57:49
2024-12-17 09:09:42.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.041e-04, size: 576, ETA: 6:57:46
2024-12-17 09:09:44.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.040e-04, size: 608, ETA: 6:57:44
2024-12-17 09:09:46.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 9.038e-04, size: 576, ETA: 6:57:41
2024-12-17 09:09:48.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 9.037e-04, size: 608, ETA: 6:57:39
2024-12-17 09:09:50.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.035e-04, size: 736, ETA: 6:57:37
2024-12-17 09:09:53.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 9.034e-04, size: 736, ETA: 6:57:35
2024-12-17 09:09:56.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.313s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 9.032e-04, size: 544, ETA: 6:57:34
2024-12-17 09:09:58.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.031e-04, size: 704, ETA: 6:57:32
2024-12-17 09:10:00.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.029e-04, size: 576, ETA: 6:57:29
2024-12-17 09:10:02.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.028e-04, size: 736, ETA: 6:57:27
2024-12-17 09:10:04.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.026e-04, size: 576, ETA: 6:57:24
2024-12-17 09:10:06.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.025e-04, size: 672, ETA: 6:57:22
2024-12-17 09:10:08.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.023e-04, size: 544, ETA: 6:57:20
2024-12-17 09:10:10.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.022e-04, size: 544, ETA: 6:57:17
2024-12-17 09:10:13.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.020e-04, size: 704, ETA: 6:57:15
2024-12-17 09:10:15.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.019e-04, size: 608, ETA: 6:57:13
2024-12-17 09:10:18.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.017e-04, size: 704, ETA: 6:57:12
2024-12-17 09:10:21.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.016e-04, size: 672, ETA: 6:57:10
2024-12-17 09:10:23.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 9.014e-04, size: 608, ETA: 6:57:08
2024-12-17 09:10:25.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.013e-04, size: 608, ETA: 6:57:05
2024-12-17 09:10:27.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.011e-04, size: 544, ETA: 6:57:03
2024-12-17 09:10:29.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.009e-04, size: 704, ETA: 6:57:00
2024-12-17 09:10:31.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 9.008e-04, size: 672, ETA: 6:56:58
2024-12-17 09:10:33.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.006e-04, size: 608, ETA: 6:56:56
2024-12-17 09:10:35.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.005e-04, size: 704, ETA: 6:56:53
2024-12-17 09:10:37.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 9.003e-04, size: 576, ETA: 6:56:51
2024-12-17 09:10:39.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 9.002e-04, size: 640, ETA: 6:56:48
2024-12-17 09:10:41.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 9.000e-04, size: 672, ETA: 6:56:46
2024-12-17 09:10:43.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.999e-04, size: 608, ETA: 6:56:44
2024-12-17 09:10:45.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.997e-04, size: 608, ETA: 6:56:41
2024-12-17 09:10:47.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.996e-04, size: 544, ETA: 6:56:39
2024-12-17 09:10:48.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.994e-04, size: 704, ETA: 6:56:36
2024-12-17 09:10:50.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.993e-04, size: 736, ETA: 6:56:34
2024-12-17 09:10:52.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.991e-04, size: 544, ETA: 6:56:32
2024-12-17 09:10:54.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.990e-04, size: 736, ETA: 6:56:29
2024-12-17 09:10:56.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.988e-04, size: 608, ETA: 6:56:27
2024-12-17 09:10:58.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.987e-04, size: 576, ETA: 6:56:24
2024-12-17 09:11:00.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.985e-04, size: 704, ETA: 6:56:22
2024-12-17 09:11:02.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.984e-04, size: 608, ETA: 6:56:19
2024-12-17 09:11:04.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.982e-04, size: 576, ETA: 6:56:17
2024-12-17 09:11:06.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.981e-04, size: 608, ETA: 6:56:15
2024-12-17 09:11:08.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.979e-04, size: 544, ETA: 6:56:12
2024-12-17 09:11:09.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.978e-04, size: 672, ETA: 6:56:10
2024-12-17 09:11:11.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.976e-04, size: 704, ETA: 6:56:07
2024-12-17 09:11:13.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.975e-04, size: 736, ETA: 6:56:05
2024-12-17 09:11:16.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.973e-04, size: 736, ETA: 6:56:03
2024-12-17 09:11:18.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.971e-04, size: 736, ETA: 6:56:01
2024-12-17 09:11:20.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.970e-04, size: 672, ETA: 6:55:58
2024-12-17 09:11:22.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.968e-04, size: 544, ETA: 6:55:56
2024-12-17 09:11:24.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.967e-04, size: 704, ETA: 6:55:53
2024-12-17 09:11:26.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.965e-04, size: 704, ETA: 6:55:51
2024-12-17 09:11:28.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.964e-04, size: 704, ETA: 6:55:49
2024-12-17 09:11:30.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.962e-04, size: 640, ETA: 6:55:46
2024-12-17 09:11:32.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.961e-04, size: 704, ETA: 6:55:44
2024-12-17 09:11:34.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.959e-04, size: 608, ETA: 6:55:41
2024-12-17 09:11:36.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.958e-04, size: 736, ETA: 6:55:39
2024-12-17 09:11:38.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.956e-04, size: 704, ETA: 6:55:37
2024-12-17 09:11:40.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.955e-04, size: 704, ETA: 6:55:34
2024-12-17 09:11:42.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.953e-04, size: 672, ETA: 6:55:32
2024-12-17 09:11:44.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.952e-04, size: 672, ETA: 6:55:30
2024-12-17 09:11:46.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.950e-04, size: 576, ETA: 6:55:27
2024-12-17 09:11:48.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.949e-04, size: 736, ETA: 6:55:25
2024-12-17 09:11:50.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.947e-04, size: 640, ETA: 6:55:23
2024-12-17 09:11:52.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.946e-04, size: 576, ETA: 6:55:20
2024-12-17 09:11:53.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.944e-04, size: 608, ETA: 6:55:18
2024-12-17 09:11:55.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.943e-04, size: 608, ETA: 6:55:15
2024-12-17 09:11:57.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.941e-04, size: 576, ETA: 6:55:13
2024-12-17 09:11:59.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.940e-04, size: 672, ETA: 6:55:10
2024-12-17 09:12:01.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.938e-04, size: 704, ETA: 6:55:08
2024-12-17 09:12:03.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.937e-04, size: 736, ETA: 6:55:06
2024-12-17 09:12:05.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.935e-04, size: 736, ETA: 6:55:03
2024-12-17 09:12:07.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 8.934e-04, size: 736, ETA: 6:55:01
2024-12-17 09:12:09.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.932e-04, size: 640, ETA: 6:54:58
2024-12-17 09:12:11.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.931e-04, size: 576, ETA: 6:54:56
2024-12-17 09:12:13.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.929e-04, size: 640, ETA: 6:54:54
2024-12-17 09:12:15.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.928e-04, size: 576, ETA: 6:54:51
2024-12-17 09:12:17.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.926e-04, size: 704, ETA: 6:54:49
2024-12-17 09:12:19.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.924e-04, size: 704, ETA: 6:54:47
2024-12-17 09:12:21.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.923e-04, size: 640, ETA: 6:54:44
2024-12-17 09:12:23.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.921e-04, size: 608, ETA: 6:54:42
2024-12-17 09:12:25.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.920e-04, size: 576, ETA: 6:54:39
2024-12-17 09:12:26.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.918e-04, size: 640, ETA: 6:54:37
2024-12-17 09:12:28.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.917e-04, size: 544, ETA: 6:54:34
2024-12-17 09:12:30.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.915e-04, size: 640, ETA: 6:54:32
2024-12-17 09:12:32.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.914e-04, size: 576, ETA: 6:54:29
2024-12-17 09:12:34.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.912e-04, size: 640, ETA: 6:54:27
2024-12-17 09:12:36.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.911e-04, size: 576, ETA: 6:54:25
2024-12-17 09:12:38.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.909e-04, size: 736, ETA: 6:54:22
2024-12-17 09:12:40.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.908e-04, size: 736, ETA: 6:54:20
2024-12-17 09:12:42.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.906e-04, size: 576, ETA: 6:54:18
2024-12-17 09:12:44.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.905e-04, size: 576, ETA: 6:54:15
2024-12-17 09:12:46.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.903e-04, size: 672, ETA: 6:54:13
2024-12-17 09:12:48.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.902e-04, size: 640, ETA: 6:54:10
2024-12-17 09:12:50.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.900e-04, size: 704, ETA: 6:54:08
2024-12-17 09:12:52.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.899e-04, size: 576, ETA: 6:54:05
2024-12-17 09:12:53.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.897e-04, size: 704, ETA: 6:54:03
2024-12-17 09:12:55.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.896e-04, size: 608, ETA: 6:54:01
2024-12-17 09:12:57.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.894e-04, size: 544, ETA: 6:53:58
2024-12-17 09:12:59.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.893e-04, size: 608, ETA: 6:53:56
2024-12-17 09:13:01.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.891e-04, size: 576, ETA: 6:53:53
2024-12-17 09:13:03.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.890e-04, size: 576, ETA: 6:53:51
2024-12-17 09:13:05.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.888e-04, size: 736, ETA: 6:53:48
2024-12-17 09:13:07.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.887e-04, size: 640, ETA: 6:53:46
2024-12-17 09:13:09.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.885e-04, size: 704, ETA: 6:53:44
2024-12-17 09:13:11.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.884e-04, size: 672, ETA: 6:53:42
2024-12-17 09:13:13.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.882e-04, size: 576, ETA: 6:53:39
2024-12-17 09:13:15.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.881e-04, size: 544, ETA: 6:53:37
2024-12-17 09:13:17.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.879e-04, size: 576, ETA: 6:53:34
2024-12-17 09:13:19.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.878e-04, size: 544, ETA: 6:53:32
2024-12-17 09:13:21.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.876e-04, size: 640, ETA: 6:53:29
2024-12-17 09:13:23.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.875e-04, size: 576, ETA: 6:53:27
2024-12-17 09:13:24.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.873e-04, size: 640, ETA: 6:53:24
2024-12-17 09:13:26.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.871e-04, size: 704, ETA: 6:53:22
2024-12-17 09:13:28.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.870e-04, size: 640, ETA: 6:53:20
2024-12-17 09:13:30.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.868e-04, size: 544, ETA: 6:53:17
2024-12-17 09:13:32.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.867e-04, size: 704, ETA: 6:53:15
2024-12-17 09:13:34.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.865e-04, size: 672, ETA: 6:53:12
2024-12-17 09:13:36.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.864e-04, size: 576, ETA: 6:53:10
2024-12-17 09:13:38.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.862e-04, size: 704, ETA: 6:53:07
2024-12-17 09:13:40.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.861e-04, size: 736, ETA: 6:53:05
2024-12-17 09:13:42.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.859e-04, size: 736, ETA: 6:53:03
2024-12-17 09:13:44.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.858e-04, size: 544, ETA: 6:53:01
2024-12-17 09:13:47.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.856e-04, size: 672, ETA: 6:52:59
2024-12-17 09:13:50.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.855e-04, size: 544, ETA: 6:52:57
2024-12-17 09:13:53.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 8.853e-04, size: 640, ETA: 6:52:56
2024-12-17 09:13:55.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.852e-04, size: 640, ETA: 6:52:53
2024-12-17 09:13:57.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.850e-04, size: 544, ETA: 6:52:51
2024-12-17 09:13:59.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.849e-04, size: 544, ETA: 6:52:49
2024-12-17 09:14:02.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.847e-04, size: 736, ETA: 6:52:47
2024-12-17 09:14:04.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.846e-04, size: 544, ETA: 6:52:45
2024-12-17 09:14:06.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.844e-04, size: 736, ETA: 6:52:42
2024-12-17 09:14:08.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.843e-04, size: 736, ETA: 6:52:40
2024-12-17 09:14:10.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.841e-04, size: 704, ETA: 6:52:38
2024-12-17 09:14:13.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.840e-04, size: 544, ETA: 6:52:36
2024-12-17 09:14:15.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.838e-04, size: 576, ETA: 6:52:33
2024-12-17 09:14:17.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 8.837e-04, size: 576, ETA: 6:52:31
2024-12-17 09:14:20.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.835e-04, size: 736, ETA: 6:52:29
2024-12-17 09:14:23.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.834e-04, size: 544, ETA: 6:52:28
2024-12-17 09:14:25.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.832e-04, size: 608, ETA: 6:52:26
2024-12-17 09:14:27.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.831e-04, size: 576, ETA: 6:52:23
2024-12-17 09:14:29.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.829e-04, size: 704, ETA: 6:52:21
2024-12-17 09:14:32.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.828e-04, size: 672, ETA: 6:52:19
2024-12-17 09:14:34.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.826e-04, size: 544, ETA: 6:52:17
2024-12-17 09:14:36.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.825e-04, size: 736, ETA: 6:52:15
2024-12-17 09:14:38.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.823e-04, size: 544, ETA: 6:52:12
2024-12-17 09:14:40.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.822e-04, size: 736, ETA: 6:52:10
2024-12-17 09:14:43.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.820e-04, size: 544, ETA: 6:52:08
2024-12-17 09:14:45.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.819e-04, size: 672, ETA: 6:52:06
2024-12-17 09:14:47.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.817e-04, size: 704, ETA: 6:52:03
2024-12-17 09:14:49.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.816e-04, size: 736, ETA: 6:52:01
2024-12-17 09:14:51.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.814e-04, size: 608, ETA: 6:51:59
2024-12-17 09:14:53.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.212s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.813e-04, size: 736, ETA: 6:51:57
2024-12-17 09:14:56.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.811e-04, size: 704, ETA: 6:51:54
2024-12-17 09:14:58.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 8.810e-04, size: 544, ETA: 6:51:52
2024-12-17 09:15:00.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.808e-04, size: 576, ETA: 6:51:50
2024-12-17 09:15:02.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.807e-04, size: 576, ETA: 6:51:48
2024-12-17 09:15:05.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.805e-04, size: 640, ETA: 6:51:46
2024-12-17 09:15:07.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.804e-04, size: 736, ETA: 6:51:44
2024-12-17 09:15:09.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.802e-04, size: 672, ETA: 6:51:42
2024-12-17 09:15:11.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.800e-04, size: 640, ETA: 6:51:39
2024-12-17 09:15:13.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.799e-04, size: 736, ETA: 6:51:37
2024-12-17 09:15:16.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.797e-04, size: 576, ETA: 6:51:35
2024-12-17 09:15:17.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.796e-04, size: 608, ETA: 6:51:32
2024-12-17 09:15:19.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 8.794e-04, size: 608, ETA: 6:51:30
2024-12-17 09:15:22.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.793e-04, size: 640, ETA: 6:51:28
2024-12-17 09:15:24.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.791e-04, size: 576, ETA: 6:51:26
2024-12-17 09:15:26.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.790e-04, size: 576, ETA: 6:51:23
2024-12-17 09:15:28.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.788e-04, size: 544, ETA: 6:51:21
2024-12-17 09:15:30.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.787e-04, size: 672, ETA: 6:51:18
2024-12-17 09:15:32.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.785e-04, size: 704, ETA: 6:51:16
2024-12-17 09:15:34.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.784e-04, size: 608, ETA: 6:51:14
2024-12-17 09:15:36.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.782e-04, size: 704, ETA: 6:51:11
2024-12-17 09:15:38.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.781e-04, size: 672, ETA: 6:51:09
2024-12-17 09:15:41.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.779e-04, size: 544, ETA: 6:51:07
2024-12-17 09:15:43.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.778e-04, size: 544, ETA: 6:51:05
2024-12-17 09:15:45.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.776e-04, size: 736, ETA: 6:51:03
2024-12-17 09:15:47.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.775e-04, size: 544, ETA: 6:51:00
2024-12-17 09:15:49.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.773e-04, size: 544, ETA: 6:50:58
2024-12-17 09:15:51.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.772e-04, size: 672, ETA: 6:50:56
2024-12-17 09:15:54.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.770e-04, size: 608, ETA: 6:50:54
2024-12-17 09:15:57.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.769e-04, size: 544, ETA: 6:50:52
2024-12-17 09:15:59.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.767e-04, size: 672, ETA: 6:50:50
2024-12-17 09:16:01.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.766e-04, size: 736, ETA: 6:50:48
2024-12-17 09:16:03.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.764e-04, size: 640, ETA: 6:50:46
2024-12-17 09:16:05.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.763e-04, size: 576, ETA: 6:50:43
2024-12-17 09:16:08.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 8.761e-04, size: 544, ETA: 6:50:41
2024-12-17 09:16:09.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.760e-04, size: 576, ETA: 6:50:38
2024-12-17 09:16:12.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.758e-04, size: 544, ETA: 6:50:36
2024-12-17 09:16:14.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.757e-04, size: 576, ETA: 6:50:34
2024-12-17 09:16:16.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.755e-04, size: 640, ETA: 6:50:32
2024-12-17 09:16:19.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.754e-04, size: 640, ETA: 6:50:30
2024-12-17 09:16:21.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.752e-04, size: 576, ETA: 6:50:28
2024-12-17 09:16:23.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.751e-04, size: 608, ETA: 6:50:25
2024-12-17 09:16:25.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.749e-04, size: 704, ETA: 6:50:23
2024-12-17 09:16:27.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.748e-04, size: 608, ETA: 6:50:21
2024-12-17 09:16:29.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.746e-04, size: 576, ETA: 6:50:19
2024-12-17 09:16:31.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.745e-04, size: 704, ETA: 6:50:16
2024-12-17 09:16:33.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 8.743e-04, size: 640, ETA: 6:50:14
2024-12-17 09:16:35.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.742e-04, size: 704, ETA: 6:50:12
2024-12-17 09:16:38.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.740e-04, size: 704, ETA: 6:50:10
2024-12-17 09:16:41.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.739e-04, size: 736, ETA: 6:50:08
2024-12-17 09:16:43.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.737e-04, size: 544, ETA: 6:50:06
2024-12-17 09:16:46.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.736e-04, size: 640, ETA: 6:50:04
2024-12-17 09:16:48.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.734e-04, size: 576, ETA: 6:50:02
2024-12-17 09:16:50.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.733e-04, size: 544, ETA: 6:50:00
2024-12-17 09:16:52.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.731e-04, size: 576, ETA: 6:49:57
2024-12-17 09:16:54.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.730e-04, size: 544, ETA: 6:49:55
2024-12-17 09:16:56.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.728e-04, size: 608, ETA: 6:49:52
2024-12-17 09:16:58.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.727e-04, size: 608, ETA: 6:49:50
2024-12-17 09:17:00.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.725e-04, size: 544, ETA: 6:49:47
2024-12-17 09:17:02.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.248s, data_time: 0.007s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.724e-04, size: 672, ETA: 6:49:45
2024-12-17 09:17:05.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.722e-04, size: 608, ETA: 6:49:43
2024-12-17 09:17:07.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.721e-04, size: 544, ETA: 6:49:41
2024-12-17 09:17:10.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.719e-04, size: 608, ETA: 6:49:39
2024-12-17 09:17:12.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 64/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.718e-04, size: 544, ETA: 6:49:37
2024-12-17 09:17:13.568 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 09:17:14.000 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch65
2024-12-17 09:17:15.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.716e-04, size: 544, ETA: 6:49:34
2024-12-17 09:17:17.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.714e-04, size: 672, ETA: 6:49:32
2024-12-17 09:17:19.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.713e-04, size: 576, ETA: 6:49:29
2024-12-17 09:17:21.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.711e-04, size: 576, ETA: 6:49:27
2024-12-17 09:17:23.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.710e-04, size: 640, ETA: 6:49:25
2024-12-17 09:17:26.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.708e-04, size: 672, ETA: 6:49:22
2024-12-17 09:17:28.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.707e-04, size: 608, ETA: 6:49:20
2024-12-17 09:17:30.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.705e-04, size: 672, ETA: 6:49:18
2024-12-17 09:17:33.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.703e-04, size: 576, ETA: 6:49:16
2024-12-17 09:17:35.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 8.702e-04, size: 704, ETA: 6:49:14
2024-12-17 09:17:38.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.700e-04, size: 640, ETA: 6:49:13
2024-12-17 09:17:40.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.699e-04, size: 576, ETA: 6:49:10
2024-12-17 09:17:42.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.697e-04, size: 704, ETA: 6:49:08
2024-12-17 09:17:44.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.696e-04, size: 704, ETA: 6:49:06
2024-12-17 09:17:46.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.694e-04, size: 608, ETA: 6:49:03
2024-12-17 09:17:48.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.693e-04, size: 672, ETA: 6:49:01
2024-12-17 09:17:50.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.691e-04, size: 736, ETA: 6:48:58
2024-12-17 09:17:53.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.690e-04, size: 608, ETA: 6:48:56
2024-12-17 09:17:55.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.688e-04, size: 608, ETA: 6:48:54
2024-12-17 09:17:58.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.687e-04, size: 544, ETA: 6:48:52
2024-12-17 09:18:00.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.685e-04, size: 608, ETA: 6:48:50
2024-12-17 09:18:03.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.684e-04, size: 640, ETA: 6:48:48
2024-12-17 09:18:05.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.682e-04, size: 704, ETA: 6:48:46
2024-12-17 09:18:07.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.681e-04, size: 608, ETA: 6:48:44
2024-12-17 09:18:08.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.679e-04, size: 608, ETA: 6:48:41
2024-12-17 09:18:11.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.678e-04, size: 736, ETA: 6:48:39
2024-12-17 09:18:13.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.676e-04, size: 704, ETA: 6:48:37
2024-12-17 09:18:15.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.675e-04, size: 736, ETA: 6:48:34
2024-12-17 09:18:17.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.673e-04, size: 544, ETA: 6:48:32
2024-12-17 09:18:20.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.672e-04, size: 736, ETA: 6:48:30
2024-12-17 09:18:22.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.670e-04, size: 544, ETA: 6:48:28
2024-12-17 09:18:25.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.669e-04, size: 736, ETA: 6:48:26
2024-12-17 09:18:28.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.667e-04, size: 576, ETA: 6:48:25
2024-12-17 09:18:30.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.666e-04, size: 736, ETA: 6:48:22
2024-12-17 09:18:32.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.664e-04, size: 704, ETA: 6:48:20
2024-12-17 09:18:34.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.663e-04, size: 576, ETA: 6:48:18
2024-12-17 09:18:36.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.661e-04, size: 608, ETA: 6:48:15
2024-12-17 09:18:38.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.660e-04, size: 576, ETA: 6:48:13
2024-12-17 09:18:39.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.658e-04, size: 640, ETA: 6:48:10
2024-12-17 09:18:42.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.657e-04, size: 640, ETA: 6:48:08
2024-12-17 09:18:44.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.655e-04, size: 704, ETA: 6:48:06
2024-12-17 09:18:47.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.654e-04, size: 736, ETA: 6:48:04
2024-12-17 09:18:50.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.312s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.652e-04, size: 736, ETA: 6:48:03
2024-12-17 09:18:53.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.651e-04, size: 640, ETA: 6:48:01
2024-12-17 09:18:55.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.649e-04, size: 736, ETA: 6:47:58
2024-12-17 09:18:57.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.648e-04, size: 544, ETA: 6:47:56
2024-12-17 09:18:59.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.646e-04, size: 544, ETA: 6:47:54
2024-12-17 09:19:01.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.645e-04, size: 672, ETA: 6:47:51
2024-12-17 09:19:03.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.643e-04, size: 640, ETA: 6:47:49
2024-12-17 09:19:05.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.642e-04, size: 704, ETA: 6:47:47
2024-12-17 09:19:07.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.640e-04, size: 608, ETA: 6:47:45
2024-12-17 09:19:09.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.639e-04, size: 576, ETA: 6:47:43
2024-12-17 09:19:12.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.637e-04, size: 544, ETA: 6:47:40
2024-12-17 09:19:14.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.636e-04, size: 608, ETA: 6:47:38
2024-12-17 09:19:17.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.634e-04, size: 576, ETA: 6:47:36
2024-12-17 09:19:19.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.633e-04, size: 576, ETA: 6:47:34
2024-12-17 09:19:21.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.631e-04, size: 736, ETA: 6:47:32
2024-12-17 09:19:23.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.630e-04, size: 640, ETA: 6:47:29
2024-12-17 09:19:25.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.628e-04, size: 608, ETA: 6:47:27
2024-12-17 09:19:26.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.627e-04, size: 608, ETA: 6:47:24
2024-12-17 09:19:29.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.625e-04, size: 640, ETA: 6:47:22
2024-12-17 09:19:31.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.624e-04, size: 640, ETA: 6:47:20
2024-12-17 09:19:33.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.622e-04, size: 640, ETA: 6:47:18
2024-12-17 09:19:36.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.621e-04, size: 704, ETA: 6:47:16
2024-12-17 09:19:38.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.619e-04, size: 640, ETA: 6:47:14
2024-12-17 09:19:41.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.618e-04, size: 672, ETA: 6:47:12
2024-12-17 09:19:43.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.616e-04, size: 736, ETA: 6:47:10
2024-12-17 09:19:46.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.615e-04, size: 704, ETA: 6:47:08
2024-12-17 09:19:48.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.613e-04, size: 608, ETA: 6:47:05
2024-12-17 09:19:49.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.612e-04, size: 576, ETA: 6:47:03
2024-12-17 09:19:51.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.610e-04, size: 736, ETA: 6:47:01
2024-12-17 09:19:53.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.609e-04, size: 704, ETA: 6:46:58
2024-12-17 09:19:55.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.607e-04, size: 576, ETA: 6:46:56
2024-12-17 09:19:58.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.606e-04, size: 640, ETA: 6:46:54
2024-12-17 09:20:00.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.604e-04, size: 640, ETA: 6:46:52
2024-12-17 09:20:03.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.603e-04, size: 672, ETA: 6:46:50
2024-12-17 09:20:05.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.601e-04, size: 640, ETA: 6:46:48
2024-12-17 09:20:08.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.600e-04, size: 672, ETA: 6:46:46
2024-12-17 09:20:10.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.598e-04, size: 672, ETA: 6:46:44
2024-12-17 09:20:12.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.597e-04, size: 640, ETA: 6:46:41
2024-12-17 09:20:14.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.595e-04, size: 672, ETA: 6:46:39
2024-12-17 09:20:16.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.594e-04, size: 672, ETA: 6:46:37
2024-12-17 09:20:18.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.592e-04, size: 736, ETA: 6:46:34
2024-12-17 09:20:20.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.591e-04, size: 576, ETA: 6:46:32
2024-12-17 09:20:23.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 8.589e-04, size: 640, ETA: 6:46:30
2024-12-17 09:20:25.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.588e-04, size: 544, ETA: 6:46:28
2024-12-17 09:20:28.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.586e-04, size: 672, ETA: 6:46:26
2024-12-17 09:20:30.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.585e-04, size: 704, ETA: 6:46:24
2024-12-17 09:20:33.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.583e-04, size: 640, ETA: 6:46:22
2024-12-17 09:20:35.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.582e-04, size: 672, ETA: 6:46:20
2024-12-17 09:20:37.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.580e-04, size: 672, ETA: 6:46:17
2024-12-17 09:20:39.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.579e-04, size: 736, ETA: 6:46:15
2024-12-17 09:20:41.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.577e-04, size: 704, ETA: 6:46:13
2024-12-17 09:20:43.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.576e-04, size: 736, ETA: 6:46:11
2024-12-17 09:20:46.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.574e-04, size: 704, ETA: 6:46:08
2024-12-17 09:20:48.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.573e-04, size: 576, ETA: 6:46:06
2024-12-17 09:20:51.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.572e-04, size: 704, ETA: 6:46:05
2024-12-17 09:20:54.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.570e-04, size: 544, ETA: 6:46:03
2024-12-17 09:20:56.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.569e-04, size: 576, ETA: 6:46:01
2024-12-17 09:20:59.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.567e-04, size: 608, ETA: 6:45:59
2024-12-17 09:21:01.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.566e-04, size: 544, ETA: 6:45:56
2024-12-17 09:21:02.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.564e-04, size: 576, ETA: 6:45:54
2024-12-17 09:21:05.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.563e-04, size: 736, ETA: 6:45:52
2024-12-17 09:21:07.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.561e-04, size: 544, ETA: 6:45:49
2024-12-17 09:21:08.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.560e-04, size: 608, ETA: 6:45:47
2024-12-17 09:21:10.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.558e-04, size: 672, ETA: 6:45:45
2024-12-17 09:21:13.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.557e-04, size: 640, ETA: 6:45:43
2024-12-17 09:21:15.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.555e-04, size: 576, ETA: 6:45:40
2024-12-17 09:21:18.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.554e-04, size: 544, ETA: 6:45:38
2024-12-17 09:21:21.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.552e-04, size: 544, ETA: 6:45:37
2024-12-17 09:21:24.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.288s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.551e-04, size: 608, ETA: 6:45:35
2024-12-17 09:21:26.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.549e-04, size: 608, ETA: 6:45:33
2024-12-17 09:21:28.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.548e-04, size: 736, ETA: 6:45:30
2024-12-17 09:21:30.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.546e-04, size: 736, ETA: 6:45:28
2024-12-17 09:21:32.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.545e-04, size: 736, ETA: 6:45:26
2024-12-17 09:21:34.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.543e-04, size: 736, ETA: 6:45:23
2024-12-17 09:21:36.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.542e-04, size: 736, ETA: 6:45:21
2024-12-17 09:21:39.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.540e-04, size: 576, ETA: 6:45:19
2024-12-17 09:21:41.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.539e-04, size: 608, ETA: 6:45:17
2024-12-17 09:21:44.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.537e-04, size: 640, ETA: 6:45:15
2024-12-17 09:21:46.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 8.536e-04, size: 576, ETA: 6:45:13
2024-12-17 09:21:49.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 8.534e-04, size: 736, ETA: 6:45:11
2024-12-17 09:21:51.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.533e-04, size: 736, ETA: 6:45:09
2024-12-17 09:21:53.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.531e-04, size: 672, ETA: 6:45:07
2024-12-17 09:21:55.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.530e-04, size: 640, ETA: 6:45:04
2024-12-17 09:21:57.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.528e-04, size: 576, ETA: 6:45:02
2024-12-17 09:21:58.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.527e-04, size: 576, ETA: 6:44:59
2024-12-17 09:22:00.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.525e-04, size: 736, ETA: 6:44:57
2024-12-17 09:22:03.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.524e-04, size: 576, ETA: 6:44:55
2024-12-17 09:22:05.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.522e-04, size: 544, ETA: 6:44:53
2024-12-17 09:22:07.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.521e-04, size: 704, ETA: 6:44:51
2024-12-17 09:22:10.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 8.519e-04, size: 576, ETA: 6:44:49
2024-12-17 09:22:13.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.518e-04, size: 544, ETA: 6:44:47
2024-12-17 09:22:15.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.516e-04, size: 704, ETA: 6:44:45
2024-12-17 09:22:17.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.515e-04, size: 704, ETA: 6:44:42
2024-12-17 09:22:19.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.513e-04, size: 576, ETA: 6:44:40
2024-12-17 09:22:21.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.512e-04, size: 640, ETA: 6:44:38
2024-12-17 09:22:23.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.510e-04, size: 704, ETA: 6:44:35
2024-12-17 09:22:25.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.509e-04, size: 544, ETA: 6:44:33
2024-12-17 09:22:27.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.507e-04, size: 704, ETA: 6:44:31
2024-12-17 09:22:29.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.506e-04, size: 640, ETA: 6:44:28
2024-12-17 09:22:32.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.504e-04, size: 608, ETA: 6:44:26
2024-12-17 09:22:34.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.503e-04, size: 544, ETA: 6:44:24
2024-12-17 09:22:37.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.501e-04, size: 704, ETA: 6:44:22
2024-12-17 09:22:39.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.500e-04, size: 544, ETA: 6:44:20
2024-12-17 09:22:42.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.498e-04, size: 704, ETA: 6:44:18
2024-12-17 09:22:44.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.497e-04, size: 672, ETA: 6:44:16
2024-12-17 09:22:46.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.495e-04, size: 544, ETA: 6:44:14
2024-12-17 09:22:48.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.494e-04, size: 640, ETA: 6:44:11
2024-12-17 09:22:50.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.232s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.492e-04, size: 736, ETA: 6:44:09
2024-12-17 09:22:52.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.491e-04, size: 672, ETA: 6:44:07
2024-12-17 09:22:55.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.489e-04, size: 736, ETA: 6:44:05
2024-12-17 09:22:57.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.488e-04, size: 576, ETA: 6:44:03
2024-12-17 09:23:00.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.486e-04, size: 544, ETA: 6:44:01
2024-12-17 09:23:02.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.485e-04, size: 576, ETA: 6:43:59
2024-12-17 09:23:04.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.483e-04, size: 608, ETA: 6:43:56
2024-12-17 09:23:06.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.482e-04, size: 576, ETA: 6:43:54
2024-12-17 09:23:07.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.480e-04, size: 544, ETA: 6:43:51
2024-12-17 09:23:09.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.479e-04, size: 576, ETA: 6:43:49
2024-12-17 09:23:11.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.477e-04, size: 544, ETA: 6:43:47
2024-12-17 09:23:13.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.005s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.476e-04, size: 544, ETA: 6:43:44
2024-12-17 09:23:15.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.474e-04, size: 672, ETA: 6:43:42
2024-12-17 09:23:17.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.473e-04, size: 736, ETA: 6:43:40
2024-12-17 09:23:20.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.471e-04, size: 736, ETA: 6:43:37
2024-12-17 09:23:22.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.470e-04, size: 640, ETA: 6:43:35
2024-12-17 09:23:25.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.468e-04, size: 576, ETA: 6:43:33
2024-12-17 09:23:28.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.321s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.467e-04, size: 736, ETA: 6:43:32
2024-12-17 09:23:31.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.465e-04, size: 576, ETA: 6:43:30
2024-12-17 09:23:33.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.464e-04, size: 640, ETA: 6:43:28
2024-12-17 09:23:35.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.463e-04, size: 704, ETA: 6:43:26
2024-12-17 09:23:37.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.461e-04, size: 576, ETA: 6:43:23
2024-12-17 09:23:39.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.460e-04, size: 704, ETA: 6:43:21
2024-12-17 09:23:41.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.458e-04, size: 672, ETA: 6:43:19
2024-12-17 09:23:44.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.457e-04, size: 704, ETA: 6:43:17
2024-12-17 09:23:46.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.455e-04, size: 608, ETA: 6:43:14
2024-12-17 09:23:48.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.454e-04, size: 640, ETA: 6:43:12
2024-12-17 09:23:51.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.452e-04, size: 640, ETA: 6:43:11
2024-12-17 09:23:54.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.308s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.451e-04, size: 704, ETA: 6:43:09
2024-12-17 09:23:57.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.449e-04, size: 608, ETA: 6:43:07
2024-12-17 09:23:59.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.448e-04, size: 640, ETA: 6:43:05
2024-12-17 09:24:01.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.446e-04, size: 736, ETA: 6:43:02
2024-12-17 09:24:03.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.445e-04, size: 704, ETA: 6:43:00
2024-12-17 09:24:05.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.443e-04, size: 704, ETA: 6:42:58
2024-12-17 09:24:07.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.442e-04, size: 544, ETA: 6:42:55
2024-12-17 09:24:09.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.440e-04, size: 608, ETA: 6:42:53
2024-12-17 09:24:11.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.439e-04, size: 544, ETA: 6:42:51
2024-12-17 09:24:13.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.437e-04, size: 576, ETA: 6:42:49
2024-12-17 09:24:16.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.436e-04, size: 544, ETA: 6:42:47
2024-12-17 09:24:19.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.434e-04, size: 704, ETA: 6:42:45
2024-12-17 09:24:21.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.433e-04, size: 544, ETA: 6:42:43
2024-12-17 09:24:24.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.431e-04, size: 672, ETA: 6:42:41
2024-12-17 09:24:26.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.430e-04, size: 736, ETA: 6:42:39
2024-12-17 09:24:28.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.428e-04, size: 576, ETA: 6:42:36
2024-12-17 09:24:30.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.427e-04, size: 672, ETA: 6:42:34
2024-12-17 09:24:32.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.425e-04, size: 576, ETA: 6:42:31
2024-12-17 09:24:34.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.424e-04, size: 544, ETA: 6:42:29
2024-12-17 09:24:36.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.422e-04, size: 640, ETA: 6:42:27
2024-12-17 09:24:38.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.421e-04, size: 736, ETA: 6:42:25
2024-12-17 09:24:41.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.419e-04, size: 640, ETA: 6:42:23
2024-12-17 09:24:43.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 8.418e-04, size: 704, ETA: 6:42:21
2024-12-17 09:24:46.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.274s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.416e-04, size: 640, ETA: 6:42:19
2024-12-17 09:24:48.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.415e-04, size: 672, ETA: 6:42:16
2024-12-17 09:24:50.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.413e-04, size: 704, ETA: 6:42:14
2024-12-17 09:24:52.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.412e-04, size: 736, ETA: 6:42:12
2024-12-17 09:24:54.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.410e-04, size: 608, ETA: 6:42:09
2024-12-17 09:24:56.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.409e-04, size: 672, ETA: 6:42:07
2024-12-17 09:24:58.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.407e-04, size: 672, ETA: 6:42:05
2024-12-17 09:25:00.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.406e-04, size: 608, ETA: 6:42:03
2024-12-17 09:25:03.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.404e-04, size: 704, ETA: 6:42:00
2024-12-17 09:25:05.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.403e-04, size: 576, ETA: 6:41:58
2024-12-17 09:25:08.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.401e-04, size: 640, ETA: 6:41:57
2024-12-17 09:25:10.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.400e-04, size: 576, ETA: 6:41:54
2024-12-17 09:25:12.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.399e-04, size: 608, ETA: 6:41:52
2024-12-17 09:25:14.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.397e-04, size: 544, ETA: 6:41:50
2024-12-17 09:25:17.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.396e-04, size: 672, ETA: 6:41:48
2024-12-17 09:25:19.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.394e-04, size: 640, ETA: 6:41:45
2024-12-17 09:25:21.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.393e-04, size: 576, ETA: 6:41:43
2024-12-17 09:25:24.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.391e-04, size: 704, ETA: 6:41:41
2024-12-17 09:25:26.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.390e-04, size: 576, ETA: 6:41:39
2024-12-17 09:25:29.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.388e-04, size: 640, ETA: 6:41:37
2024-12-17 09:25:32.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.387e-04, size: 672, ETA: 6:41:36
2024-12-17 09:25:33.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.385e-04, size: 544, ETA: 6:41:33
2024-12-17 09:25:35.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.384e-04, size: 576, ETA: 6:41:31
2024-12-17 09:25:37.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.382e-04, size: 640, ETA: 6:41:28
2024-12-17 09:25:39.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.381e-04, size: 576, ETA: 6:41:26
2024-12-17 09:25:41.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.379e-04, size: 736, ETA: 6:41:24
2024-12-17 09:25:44.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.378e-04, size: 704, ETA: 6:41:22
2024-12-17 09:25:46.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.376e-04, size: 672, ETA: 6:41:20
2024-12-17 09:25:48.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.375e-04, size: 672, ETA: 6:41:17
2024-12-17 09:25:51.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.373e-04, size: 736, ETA: 6:41:15
2024-12-17 09:25:53.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.372e-04, size: 544, ETA: 6:41:13
2024-12-17 09:25:56.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.370e-04, size: 736, ETA: 6:41:12
2024-12-17 09:25:59.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.369e-04, size: 704, ETA: 6:41:10
2024-12-17 09:26:02.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.367e-04, size: 640, ETA: 6:41:08
2024-12-17 09:26:04.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.366e-04, size: 640, ETA: 6:41:05
2024-12-17 09:26:05.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.364e-04, size: 608, ETA: 6:41:03
2024-12-17 09:26:07.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.363e-04, size: 704, ETA: 6:41:01
2024-12-17 09:26:09.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.008s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.361e-04, size: 704, ETA: 6:40:58
2024-12-17 09:26:12.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.360e-04, size: 640, ETA: 6:40:56
2024-12-17 09:26:14.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.358e-04, size: 736, ETA: 6:40:54
2024-12-17 09:26:16.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.357e-04, size: 640, ETA: 6:40:52
2024-12-17 09:26:18.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 65/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.355e-04, size: 576, ETA: 6:40:50
2024-12-17 09:26:19.788 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 09:26:20.205 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch66
2024-12-17 09:26:22.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.353e-04, size: 544, ETA: 6:40:47
2024-12-17 09:26:25.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 8.352e-04, size: 736, ETA: 6:40:45
2024-12-17 09:26:27.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.350e-04, size: 608, ETA: 6:40:43
2024-12-17 09:26:29.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.349e-04, size: 704, ETA: 6:40:41
2024-12-17 09:26:31.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.347e-04, size: 640, ETA: 6:40:38
2024-12-17 09:26:33.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.346e-04, size: 576, ETA: 6:40:36
2024-12-17 09:26:35.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.344e-04, size: 608, ETA: 6:40:33
2024-12-17 09:26:37.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.343e-04, size: 544, ETA: 6:40:31
2024-12-17 09:26:39.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.342e-04, size: 544, ETA: 6:40:28
2024-12-17 09:26:41.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.340e-04, size: 544, ETA: 6:40:26
2024-12-17 09:26:43.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.339e-04, size: 608, ETA: 6:40:24
2024-12-17 09:26:45.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.337e-04, size: 672, ETA: 6:40:21
2024-12-17 09:26:47.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.336e-04, size: 736, ETA: 6:40:19
2024-12-17 09:26:49.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.334e-04, size: 736, ETA: 6:40:17
2024-12-17 09:26:51.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.333e-04, size: 608, ETA: 6:40:15
2024-12-17 09:26:54.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.331e-04, size: 544, ETA: 6:40:13
2024-12-17 09:26:56.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.330e-04, size: 576, ETA: 6:40:11
2024-12-17 09:26:59.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.328e-04, size: 608, ETA: 6:40:09
2024-12-17 09:27:01.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.327e-04, size: 576, ETA: 6:40:07
2024-12-17 09:27:03.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.325e-04, size: 672, ETA: 6:40:04
2024-12-17 09:27:05.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.324e-04, size: 544, ETA: 6:40:02
2024-12-17 09:27:07.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.322e-04, size: 544, ETA: 6:39:59
2024-12-17 09:27:09.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.321e-04, size: 576, ETA: 6:39:57
2024-12-17 09:27:11.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.225s, data_time: 0.004s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.319e-04, size: 672, ETA: 6:39:55
2024-12-17 09:27:14.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.318e-04, size: 544, ETA: 6:39:53
2024-12-17 09:27:16.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.316e-04, size: 736, ETA: 6:39:51
2024-12-17 09:27:19.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.315e-04, size: 608, ETA: 6:39:49
2024-12-17 09:27:22.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.313e-04, size: 576, ETA: 6:39:47
2024-12-17 09:27:24.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.312e-04, size: 672, ETA: 6:39:45
2024-12-17 09:27:26.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.310e-04, size: 576, ETA: 6:39:43
2024-12-17 09:27:28.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.309e-04, size: 704, ETA: 6:39:40
2024-12-17 09:27:30.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.307e-04, size: 544, ETA: 6:39:38
2024-12-17 09:27:32.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.306e-04, size: 576, ETA: 6:39:35
2024-12-17 09:27:34.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.304e-04, size: 608, ETA: 6:39:33
2024-12-17 09:27:35.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.303e-04, size: 544, ETA: 6:39:30
2024-12-17 09:27:38.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.302e-04, size: 672, ETA: 6:39:28
2024-12-17 09:27:40.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.300e-04, size: 672, ETA: 6:39:26
2024-12-17 09:27:42.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.299e-04, size: 544, ETA: 6:39:24
2024-12-17 09:27:45.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.297e-04, size: 672, ETA: 6:39:22
2024-12-17 09:27:47.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.296e-04, size: 736, ETA: 6:39:20
2024-12-17 09:27:49.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.294e-04, size: 640, ETA: 6:39:17
2024-12-17 09:27:51.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.293e-04, size: 544, ETA: 6:39:15
2024-12-17 09:27:53.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.291e-04, size: 544, ETA: 6:39:13
2024-12-17 09:27:56.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.290e-04, size: 608, ETA: 6:39:11
2024-12-17 09:27:58.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 8.288e-04, size: 544, ETA: 6:39:09
2024-12-17 09:28:01.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.287e-04, size: 608, ETA: 6:39:07
2024-12-17 09:28:03.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.285e-04, size: 544, ETA: 6:39:04
2024-12-17 09:28:05.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.284e-04, size: 608, ETA: 6:39:02
2024-12-17 09:28:07.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.282e-04, size: 736, ETA: 6:39:00
2024-12-17 09:28:09.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.281e-04, size: 608, ETA: 6:38:57
2024-12-17 09:28:11.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.279e-04, size: 640, ETA: 6:38:55
2024-12-17 09:28:13.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.278e-04, size: 672, ETA: 6:38:53
2024-12-17 09:28:15.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.276e-04, size: 576, ETA: 6:38:51
2024-12-17 09:28:17.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.275e-04, size: 608, ETA: 6:38:48
2024-12-17 09:28:20.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.273e-04, size: 736, ETA: 6:38:47
2024-12-17 09:28:22.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.272e-04, size: 640, ETA: 6:38:44
2024-12-17 09:28:25.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.270e-04, size: 704, ETA: 6:38:42
2024-12-17 09:28:27.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.269e-04, size: 608, ETA: 6:38:40
2024-12-17 09:28:28.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.267e-04, size: 576, ETA: 6:38:37
2024-12-17 09:28:30.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.266e-04, size: 704, ETA: 6:38:35
2024-12-17 09:28:32.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.265e-04, size: 704, ETA: 6:38:33
2024-12-17 09:28:34.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.263e-04, size: 544, ETA: 6:38:30
2024-12-17 09:28:36.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.262e-04, size: 608, ETA: 6:38:28
2024-12-17 09:28:39.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 8.260e-04, size: 640, ETA: 6:38:26
2024-12-17 09:28:41.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.259e-04, size: 704, ETA: 6:38:24
2024-12-17 09:28:44.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.257e-04, size: 672, ETA: 6:38:22
2024-12-17 09:28:46.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.256e-04, size: 544, ETA: 6:38:20
2024-12-17 09:28:49.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.254e-04, size: 672, ETA: 6:38:18
2024-12-17 09:28:51.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.253e-04, size: 736, ETA: 6:38:16
2024-12-17 09:28:53.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.251e-04, size: 736, ETA: 6:38:13
2024-12-17 09:28:55.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.250e-04, size: 576, ETA: 6:38:11
2024-12-17 09:28:57.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.248e-04, size: 544, ETA: 6:38:09
2024-12-17 09:28:59.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.247e-04, size: 672, ETA: 6:38:06
2024-12-17 09:29:01.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.245e-04, size: 736, ETA: 6:38:04
2024-12-17 09:29:03.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.244e-04, size: 640, ETA: 6:38:02
2024-12-17 09:29:06.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.242e-04, size: 640, ETA: 6:38:00
2024-12-17 09:29:08.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.241e-04, size: 672, ETA: 6:37:58
2024-12-17 09:29:12.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.339s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.239e-04, size: 736, ETA: 6:37:56
2024-12-17 09:29:15.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.314s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.238e-04, size: 736, ETA: 6:37:55
2024-12-17 09:29:17.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.236e-04, size: 544, ETA: 6:37:52
2024-12-17 09:29:18.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.235e-04, size: 608, ETA: 6:37:50
2024-12-17 09:29:20.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.234e-04, size: 576, ETA: 6:37:47
2024-12-17 09:29:22.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.232e-04, size: 576, ETA: 6:37:45
2024-12-17 09:29:24.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.231e-04, size: 704, ETA: 6:37:43
2024-12-17 09:29:26.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.229e-04, size: 640, ETA: 6:37:40
2024-12-17 09:29:29.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.228e-04, size: 544, ETA: 6:37:38
2024-12-17 09:29:31.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.226e-04, size: 704, ETA: 6:37:36
2024-12-17 09:29:33.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.225e-04, size: 544, ETA: 6:37:34
2024-12-17 09:29:36.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.223e-04, size: 704, ETA: 6:37:32
2024-12-17 09:29:39.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.222e-04, size: 576, ETA: 6:37:30
2024-12-17 09:29:41.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.220e-04, size: 576, ETA: 6:37:28
2024-12-17 09:29:43.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.219e-04, size: 736, ETA: 6:37:26
2024-12-17 09:29:45.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.217e-04, size: 704, ETA: 6:37:24
2024-12-17 09:29:47.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.216e-04, size: 704, ETA: 6:37:21
2024-12-17 09:29:49.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.214e-04, size: 576, ETA: 6:37:19
2024-12-17 09:29:52.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.213e-04, size: 736, ETA: 6:37:17
2024-12-17 09:29:54.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.211e-04, size: 704, ETA: 6:37:15
2024-12-17 09:29:56.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.210e-04, size: 576, ETA: 6:37:12
2024-12-17 09:29:59.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.208e-04, size: 672, ETA: 6:37:10
2024-12-17 09:30:02.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.207e-04, size: 672, ETA: 6:37:09
2024-12-17 09:30:04.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.205e-04, size: 704, ETA: 6:37:07
2024-12-17 09:30:07.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.204e-04, size: 672, ETA: 6:37:05
2024-12-17 09:30:09.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.203e-04, size: 704, ETA: 6:37:02
2024-12-17 09:30:11.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.201e-04, size: 672, ETA: 6:37:00
2024-12-17 09:30:13.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.200e-04, size: 736, ETA: 6:36:58
2024-12-17 09:30:15.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.198e-04, size: 608, ETA: 6:36:56
2024-12-17 09:30:17.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.197e-04, size: 640, ETA: 6:36:53
2024-12-17 09:30:20.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.195e-04, size: 736, ETA: 6:36:51
2024-12-17 09:30:22.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.194e-04, size: 576, ETA: 6:36:49
2024-12-17 09:30:24.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.192e-04, size: 608, ETA: 6:36:47
2024-12-17 09:30:27.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.191e-04, size: 608, ETA: 6:36:45
2024-12-17 09:30:30.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.189e-04, size: 608, ETA: 6:36:43
2024-12-17 09:30:32.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.188e-04, size: 672, ETA: 6:36:41
2024-12-17 09:30:34.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.186e-04, size: 736, ETA: 6:36:39
2024-12-17 09:30:36.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.185e-04, size: 640, ETA: 6:36:36
2024-12-17 09:30:38.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.183e-04, size: 544, ETA: 6:36:34
2024-12-17 09:30:40.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.182e-04, size: 704, ETA: 6:36:32
2024-12-17 09:30:42.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.180e-04, size: 736, ETA: 6:36:29
2024-12-17 09:30:44.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.179e-04, size: 704, ETA: 6:36:27
2024-12-17 09:30:47.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.177e-04, size: 640, ETA: 6:36:25
2024-12-17 09:30:49.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.176e-04, size: 576, ETA: 6:36:23
2024-12-17 09:30:52.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.175e-04, size: 576, ETA: 6:36:21
2024-12-17 09:30:55.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.173e-04, size: 672, ETA: 6:36:20
2024-12-17 09:30:57.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.172e-04, size: 672, ETA: 6:36:17
2024-12-17 09:30:59.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.170e-04, size: 544, ETA: 6:36:15
2024-12-17 09:31:01.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.169e-04, size: 576, ETA: 6:36:12
2024-12-17 09:31:03.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.167e-04, size: 672, ETA: 6:36:10
2024-12-17 09:31:05.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.166e-04, size: 704, ETA: 6:36:08
2024-12-17 09:31:07.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.164e-04, size: 640, ETA: 6:36:06
2024-12-17 09:31:09.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.163e-04, size: 544, ETA: 6:36:03
2024-12-17 09:31:11.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.161e-04, size: 736, ETA: 6:36:01
2024-12-17 09:31:13.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.160e-04, size: 544, ETA: 6:35:59
2024-12-17 09:31:16.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.158e-04, size: 576, ETA: 6:35:57
2024-12-17 09:31:19.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.313s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.157e-04, size: 736, ETA: 6:35:55
2024-12-17 09:31:22.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 2.2, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 8.155e-04, size: 736, ETA: 6:35:53
2024-12-17 09:31:24.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.154e-04, size: 608, ETA: 6:35:51
2024-12-17 09:31:26.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.152e-04, size: 672, ETA: 6:35:49
2024-12-17 09:31:28.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.151e-04, size: 736, ETA: 6:35:47
2024-12-17 09:31:30.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.150e-04, size: 736, ETA: 6:35:44
2024-12-17 09:31:32.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 8.148e-04, size: 736, ETA: 6:35:42
2024-12-17 09:31:34.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.147e-04, size: 544, ETA: 6:35:40
2024-12-17 09:31:37.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.145e-04, size: 640, ETA: 6:35:38
2024-12-17 09:31:39.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.144e-04, size: 544, ETA: 6:35:36
2024-12-17 09:31:41.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.142e-04, size: 640, ETA: 6:35:33
2024-12-17 09:31:43.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.141e-04, size: 608, ETA: 6:35:31
2024-12-17 09:31:45.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.139e-04, size: 576, ETA: 6:35:28
2024-12-17 09:31:47.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.138e-04, size: 608, ETA: 6:35:26
2024-12-17 09:31:48.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.170s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.136e-04, size: 576, ETA: 6:35:23
2024-12-17 09:31:50.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.135e-04, size: 544, ETA: 6:35:21
2024-12-17 09:31:53.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.133e-04, size: 608, ETA: 6:35:19
2024-12-17 09:31:55.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 8.132e-04, size: 672, ETA: 6:35:17
2024-12-17 09:31:58.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.130e-04, size: 608, ETA: 6:35:15
2024-12-17 09:32:00.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 8.129e-04, size: 608, ETA: 6:35:13
2024-12-17 09:32:03.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.127e-04, size: 544, ETA: 6:35:11
2024-12-17 09:32:04.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.126e-04, size: 544, ETA: 6:35:08
2024-12-17 09:32:06.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.125e-04, size: 576, ETA: 6:35:06
2024-12-17 09:32:08.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.123e-04, size: 704, ETA: 6:35:03
2024-12-17 09:32:11.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.122e-04, size: 736, ETA: 6:35:01
2024-12-17 09:32:13.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.120e-04, size: 640, ETA: 6:34:59
2024-12-17 09:32:14.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.119e-04, size: 608, ETA: 6:34:56
2024-12-17 09:32:17.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.117e-04, size: 640, ETA: 6:34:55
2024-12-17 09:32:19.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.116e-04, size: 608, ETA: 6:34:52
2024-12-17 09:32:21.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.005s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.114e-04, size: 736, ETA: 6:34:50
2024-12-17 09:32:23.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.113e-04, size: 640, ETA: 6:34:48
2024-12-17 09:32:25.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.111e-04, size: 704, ETA: 6:34:45
2024-12-17 09:32:27.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.110e-04, size: 576, ETA: 6:34:43
2024-12-17 09:32:30.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.108e-04, size: 544, ETA: 6:34:41
2024-12-17 09:32:32.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.107e-04, size: 672, ETA: 6:34:39
2024-12-17 09:32:35.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.293s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.105e-04, size: 640, ETA: 6:34:37
2024-12-17 09:32:37.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.104e-04, size: 544, ETA: 6:34:35
2024-12-17 09:32:40.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.102e-04, size: 608, ETA: 6:34:33
2024-12-17 09:32:42.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.101e-04, size: 736, ETA: 6:34:30
2024-12-17 09:32:44.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 8.100e-04, size: 608, ETA: 6:34:28
2024-12-17 09:32:46.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.098e-04, size: 640, ETA: 6:34:26
2024-12-17 09:32:47.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.097e-04, size: 640, ETA: 6:34:23
2024-12-17 09:32:50.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.095e-04, size: 736, ETA: 6:34:21
2024-12-17 09:32:52.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.094e-04, size: 672, ETA: 6:34:19
2024-12-17 09:32:54.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.092e-04, size: 704, ETA: 6:34:17
2024-12-17 09:32:56.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.091e-04, size: 576, ETA: 6:34:15
2024-12-17 09:32:59.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.089e-04, size: 640, ETA: 6:34:12
2024-12-17 09:33:01.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.088e-04, size: 608, ETA: 6:34:10
2024-12-17 09:33:04.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.086e-04, size: 672, ETA: 6:34:08
2024-12-17 09:33:06.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.085e-04, size: 736, ETA: 6:34:06
2024-12-17 09:33:08.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.083e-04, size: 672, ETA: 6:34:04
2024-12-17 09:33:11.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.082e-04, size: 608, ETA: 6:34:02
2024-12-17 09:33:13.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.080e-04, size: 608, ETA: 6:34:00
2024-12-17 09:33:15.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.079e-04, size: 544, ETA: 6:33:58
2024-12-17 09:33:18.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.078e-04, size: 704, ETA: 6:33:56
2024-12-17 09:33:21.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.076e-04, size: 640, ETA: 6:33:54
2024-12-17 09:33:23.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.075e-04, size: 672, ETA: 6:33:52
2024-12-17 09:33:26.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.073e-04, size: 640, ETA: 6:33:50
2024-12-17 09:33:27.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.072e-04, size: 608, ETA: 6:33:47
2024-12-17 09:33:29.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.070e-04, size: 704, ETA: 6:33:45
2024-12-17 09:33:31.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.069e-04, size: 544, ETA: 6:33:43
2024-12-17 09:33:33.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.067e-04, size: 672, ETA: 6:33:40
2024-12-17 09:33:35.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.066e-04, size: 704, ETA: 6:33:38
2024-12-17 09:33:37.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.064e-04, size: 544, ETA: 6:33:36
2024-12-17 09:33:40.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.063e-04, size: 704, ETA: 6:33:34
2024-12-17 09:33:42.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.061e-04, size: 736, ETA: 6:33:32
2024-12-17 09:33:45.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.060e-04, size: 576, ETA: 6:33:30
2024-12-17 09:33:48.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.058e-04, size: 704, ETA: 6:33:28
2024-12-17 09:33:50.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.057e-04, size: 736, ETA: 6:33:26
2024-12-17 09:33:52.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.056e-04, size: 672, ETA: 6:33:23
2024-12-17 09:33:54.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.054e-04, size: 544, ETA: 6:33:21
2024-12-17 09:33:56.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.053e-04, size: 576, ETA: 6:33:18
2024-12-17 09:33:58.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.051e-04, size: 736, ETA: 6:33:16
2024-12-17 09:34:00.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.050e-04, size: 544, ETA: 6:33:14
2024-12-17 09:34:02.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.048e-04, size: 608, ETA: 6:33:11
2024-12-17 09:34:04.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.047e-04, size: 640, ETA: 6:33:09
2024-12-17 09:34:07.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.045e-04, size: 576, ETA: 6:33:07
2024-12-17 09:34:09.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.044e-04, size: 672, ETA: 6:33:05
2024-12-17 09:34:12.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.042e-04, size: 640, ETA: 6:33:04
2024-12-17 09:34:15.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.041e-04, size: 736, ETA: 6:33:01
2024-12-17 09:34:16.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.039e-04, size: 544, ETA: 6:32:59
2024-12-17 09:34:18.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.038e-04, size: 576, ETA: 6:32:57
2024-12-17 09:34:20.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.037e-04, size: 640, ETA: 6:32:54
2024-12-17 09:34:23.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.035e-04, size: 736, ETA: 6:32:52
2024-12-17 09:34:26.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.034e-04, size: 640, ETA: 6:32:50
2024-12-17 09:34:28.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.032e-04, size: 704, ETA: 6:32:48
2024-12-17 09:34:29.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 8.031e-04, size: 544, ETA: 6:32:46
2024-12-17 09:34:31.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.029e-04, size: 608, ETA: 6:32:43
2024-12-17 09:34:33.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.028e-04, size: 640, ETA: 6:32:41
2024-12-17 09:34:35.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.026e-04, size: 640, ETA: 6:32:38
2024-12-17 09:34:37.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 8.025e-04, size: 704, ETA: 6:32:36
2024-12-17 09:34:40.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.023e-04, size: 672, ETA: 6:32:34
2024-12-17 09:34:42.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.022e-04, size: 736, ETA: 6:32:32
2024-12-17 09:34:45.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.020e-04, size: 640, ETA: 6:32:30
2024-12-17 09:34:47.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.019e-04, size: 544, ETA: 6:32:28
2024-12-17 09:34:50.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.018e-04, size: 544, ETA: 6:32:26
2024-12-17 09:34:52.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.016e-04, size: 576, ETA: 6:32:24
2024-12-17 09:34:54.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.015e-04, size: 704, ETA: 6:32:21
2024-12-17 09:34:56.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 8.013e-04, size: 544, ETA: 6:32:19
2024-12-17 09:34:58.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.012e-04, size: 640, ETA: 6:32:17
2024-12-17 09:35:00.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 8.010e-04, size: 736, ETA: 6:32:14
2024-12-17 09:35:02.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 8.009e-04, size: 640, ETA: 6:32:12
2024-12-17 09:35:04.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.007e-04, size: 576, ETA: 6:32:10
2024-12-17 09:35:07.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.007s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 8.006e-04, size: 640, ETA: 6:32:08
2024-12-17 09:35:10.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 8.004e-04, size: 608, ETA: 6:32:06
2024-12-17 09:35:12.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.003e-04, size: 544, ETA: 6:32:04
2024-12-17 09:35:15.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 8.001e-04, size: 608, ETA: 6:32:02
2024-12-17 09:35:17.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 8.000e-04, size: 608, ETA: 6:32:00
2024-12-17 09:35:19.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 66/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.999e-04, size: 672, ETA: 6:31:57
2024-12-17 09:35:19.732 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 09:35:20.161 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch67
2024-12-17 09:35:21.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.996e-04, size: 576, ETA: 6:31:54
2024-12-17 09:35:23.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.995e-04, size: 704, ETA: 6:31:51
2024-12-17 09:35:26.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.994e-04, size: 704, ETA: 6:31:49
2024-12-17 09:35:28.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.992e-04, size: 640, ETA: 6:31:47
2024-12-17 09:35:30.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.991e-04, size: 544, ETA: 6:31:45
2024-12-17 09:35:33.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.989e-04, size: 608, ETA: 6:31:43
2024-12-17 09:35:35.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.988e-04, size: 640, ETA: 6:31:41
2024-12-17 09:35:38.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.986e-04, size: 544, ETA: 6:31:39
2024-12-17 09:35:40.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.985e-04, size: 672, ETA: 6:31:37
2024-12-17 09:35:41.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.983e-04, size: 576, ETA: 6:31:34
2024-12-17 09:35:44.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.982e-04, size: 640, ETA: 6:31:32
2024-12-17 09:35:46.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.980e-04, size: 576, ETA: 6:31:29
2024-12-17 09:35:48.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.979e-04, size: 704, ETA: 6:31:28
2024-12-17 09:35:51.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.977e-04, size: 576, ETA: 6:31:26
2024-12-17 09:35:53.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.976e-04, size: 608, ETA: 6:31:23
2024-12-17 09:35:55.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.975e-04, size: 672, ETA: 6:31:21
2024-12-17 09:35:57.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.973e-04, size: 544, ETA: 6:31:19
2024-12-17 09:35:59.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 7.972e-04, size: 672, ETA: 6:31:16
2024-12-17 09:36:01.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.970e-04, size: 736, ETA: 6:31:14
2024-12-17 09:36:04.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.294s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.969e-04, size: 640, ETA: 6:31:13
2024-12-17 09:36:06.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.967e-04, size: 544, ETA: 6:31:10
2024-12-17 09:36:09.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.966e-04, size: 736, ETA: 6:31:08
2024-12-17 09:36:12.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.282s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.964e-04, size: 608, ETA: 6:31:06
2024-12-17 09:36:14.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.963e-04, size: 736, ETA: 6:31:04
2024-12-17 09:36:16.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.961e-04, size: 640, ETA: 6:31:02
2024-12-17 09:36:18.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.960e-04, size: 640, ETA: 6:31:00
2024-12-17 09:36:20.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.958e-04, size: 576, ETA: 6:30:57
2024-12-17 09:36:22.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.957e-04, size: 544, ETA: 6:30:55
2024-12-17 09:36:23.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.956e-04, size: 576, ETA: 6:30:52
2024-12-17 09:36:26.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.954e-04, size: 736, ETA: 6:30:50
2024-12-17 09:36:28.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.953e-04, size: 544, ETA: 6:30:48
2024-12-17 09:36:31.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.951e-04, size: 736, ETA: 6:30:46
2024-12-17 09:36:33.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.950e-04, size: 704, ETA: 6:30:44
2024-12-17 09:36:36.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.948e-04, size: 640, ETA: 6:30:42
2024-12-17 09:36:38.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.947e-04, size: 608, ETA: 6:30:40
2024-12-17 09:36:40.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.945e-04, size: 608, ETA: 6:30:38
2024-12-17 09:36:42.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.944e-04, size: 704, ETA: 6:30:35
2024-12-17 09:36:45.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.942e-04, size: 576, ETA: 6:30:33
2024-12-17 09:36:47.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.941e-04, size: 544, ETA: 6:30:31
2024-12-17 09:36:49.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.940e-04, size: 576, ETA: 6:30:29
2024-12-17 09:36:51.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.938e-04, size: 544, ETA: 6:30:26
2024-12-17 09:36:52.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.937e-04, size: 608, ETA: 6:30:24
2024-12-17 09:36:54.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.935e-04, size: 640, ETA: 6:30:21
2024-12-17 09:36:56.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.934e-04, size: 544, ETA: 6:30:19
2024-12-17 09:36:58.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.932e-04, size: 608, ETA: 6:30:17
2024-12-17 09:37:01.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.931e-04, size: 736, ETA: 6:30:15
2024-12-17 09:37:03.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.929e-04, size: 704, ETA: 6:30:13
2024-12-17 09:37:06.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.928e-04, size: 640, ETA: 6:30:11
2024-12-17 09:37:09.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.8, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.4, lr: 7.926e-04, size: 736, ETA: 6:30:09
2024-12-17 09:37:11.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.925e-04, size: 640, ETA: 6:30:07
2024-12-17 09:37:13.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.924e-04, size: 672, ETA: 6:30:04
2024-12-17 09:37:15.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.922e-04, size: 576, ETA: 6:30:02
2024-12-17 09:37:17.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.921e-04, size: 704, ETA: 6:29:59
2024-12-17 09:37:20.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.919e-04, size: 608, ETA: 6:29:58
2024-12-17 09:37:22.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.918e-04, size: 576, ETA: 6:29:56
2024-12-17 09:37:24.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.916e-04, size: 736, ETA: 6:29:53
2024-12-17 09:37:26.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.915e-04, size: 544, ETA: 6:29:51
2024-12-17 09:37:29.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.913e-04, size: 544, ETA: 6:29:49
2024-12-17 09:37:31.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.912e-04, size: 640, ETA: 6:29:47
2024-12-17 09:37:33.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.910e-04, size: 608, ETA: 6:29:45
2024-12-17 09:37:35.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.909e-04, size: 736, ETA: 6:29:42
2024-12-17 09:37:37.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.908e-04, size: 608, ETA: 6:29:40
2024-12-17 09:37:39.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.906e-04, size: 576, ETA: 6:29:38
2024-12-17 09:37:41.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.905e-04, size: 576, ETA: 6:29:35
2024-12-17 09:37:43.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.903e-04, size: 608, ETA: 6:29:33
2024-12-17 09:37:46.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.902e-04, size: 640, ETA: 6:29:31
2024-12-17 09:37:48.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.900e-04, size: 640, ETA: 6:29:29
2024-12-17 09:37:51.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.899e-04, size: 640, ETA: 6:29:27
2024-12-17 09:37:54.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.897e-04, size: 672, ETA: 6:29:25
2024-12-17 09:37:56.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.896e-04, size: 704, ETA: 6:29:23
2024-12-17 09:37:58.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.894e-04, size: 736, ETA: 6:29:21
2024-12-17 09:38:00.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.893e-04, size: 576, ETA: 6:29:18
2024-12-17 09:38:02.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.892e-04, size: 704, ETA: 6:29:16
2024-12-17 09:38:04.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.890e-04, size: 640, ETA: 6:29:13
2024-12-17 09:38:06.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.889e-04, size: 608, ETA: 6:29:11
2024-12-17 09:38:08.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.887e-04, size: 704, ETA: 6:29:09
2024-12-17 09:38:10.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.886e-04, size: 672, ETA: 6:29:07
2024-12-17 09:38:12.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.884e-04, size: 640, ETA: 6:29:05
2024-12-17 09:38:15.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.883e-04, size: 736, ETA: 6:29:03
2024-12-17 09:38:18.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.881e-04, size: 544, ETA: 6:29:01
2024-12-17 09:38:20.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.880e-04, size: 672, ETA: 6:28:59
2024-12-17 09:38:22.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.878e-04, size: 736, ETA: 6:28:56
2024-12-17 09:38:24.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.877e-04, size: 672, ETA: 6:28:54
2024-12-17 09:38:26.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.876e-04, size: 576, ETA: 6:28:52
2024-12-17 09:38:28.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.874e-04, size: 544, ETA: 6:28:49
2024-12-17 09:38:30.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.873e-04, size: 704, ETA: 6:28:47
2024-12-17 09:38:32.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.871e-04, size: 704, ETA: 6:28:44
2024-12-17 09:38:34.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.870e-04, size: 672, ETA: 6:28:42
2024-12-17 09:38:37.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.868e-04, size: 672, ETA: 6:28:40
2024-12-17 09:38:39.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.867e-04, size: 576, ETA: 6:28:38
2024-12-17 09:38:42.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.865e-04, size: 608, ETA: 6:28:36
2024-12-17 09:38:44.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.864e-04, size: 704, ETA: 6:28:34
2024-12-17 09:38:46.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.862e-04, size: 736, ETA: 6:28:32
2024-12-17 09:38:48.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.861e-04, size: 704, ETA: 6:28:29
2024-12-17 09:38:50.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.860e-04, size: 704, ETA: 6:28:27
2024-12-17 09:38:52.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.858e-04, size: 736, ETA: 6:28:25
2024-12-17 09:38:54.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.857e-04, size: 704, ETA: 6:28:22
2024-12-17 09:38:56.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.855e-04, size: 704, ETA: 6:28:20
2024-12-17 09:38:59.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.854e-04, size: 608, ETA: 6:28:18
2024-12-17 09:39:01.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.852e-04, size: 544, ETA: 6:28:16
2024-12-17 09:39:03.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.851e-04, size: 576, ETA: 6:28:14
2024-12-17 09:39:06.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.849e-04, size: 640, ETA: 6:28:12
2024-12-17 09:39:08.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.848e-04, size: 576, ETA: 6:28:10
2024-12-17 09:39:10.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.846e-04, size: 640, ETA: 6:28:07
2024-12-17 09:39:12.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.845e-04, size: 736, ETA: 6:28:05
2024-12-17 09:39:14.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.844e-04, size: 608, ETA: 6:28:02
2024-12-17 09:39:16.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.842e-04, size: 544, ETA: 6:28:00
2024-12-17 09:39:18.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.841e-04, size: 736, ETA: 6:27:58
2024-12-17 09:39:20.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.839e-04, size: 704, ETA: 6:27:56
2024-12-17 09:39:22.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.838e-04, size: 640, ETA: 6:27:53
2024-12-17 09:39:25.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.836e-04, size: 608, ETA: 6:27:51
2024-12-17 09:39:28.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.835e-04, size: 672, ETA: 6:27:50
2024-12-17 09:39:31.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.833e-04, size: 704, ETA: 6:27:48
2024-12-17 09:39:33.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.832e-04, size: 544, ETA: 6:27:46
2024-12-17 09:39:35.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.831e-04, size: 640, ETA: 6:27:43
2024-12-17 09:39:37.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 7.829e-04, size: 736, ETA: 6:27:41
2024-12-17 09:39:39.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.828e-04, size: 736, ETA: 6:27:39
2024-12-17 09:39:41.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.826e-04, size: 576, ETA: 6:27:36
2024-12-17 09:39:43.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.825e-04, size: 704, ETA: 6:27:34
2024-12-17 09:39:45.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 7.823e-04, size: 640, ETA: 6:27:32
2024-12-17 09:39:47.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.822e-04, size: 704, ETA: 6:27:30
2024-12-17 09:39:50.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.820e-04, size: 672, ETA: 6:27:28
2024-12-17 09:39:53.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.819e-04, size: 544, ETA: 6:27:26
2024-12-17 09:39:55.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.817e-04, size: 544, ETA: 6:27:24
2024-12-17 09:39:57.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.816e-04, size: 576, ETA: 6:27:21
2024-12-17 09:39:59.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.815e-04, size: 704, ETA: 6:27:19
2024-12-17 09:40:01.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.813e-04, size: 576, ETA: 6:27:16
2024-12-17 09:40:03.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 7.812e-04, size: 640, ETA: 6:27:14
2024-12-17 09:40:05.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.810e-04, size: 704, ETA: 6:27:12
2024-12-17 09:40:07.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.809e-04, size: 672, ETA: 6:27:09
2024-12-17 09:40:09.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.807e-04, size: 736, ETA: 6:27:07
2024-12-17 09:40:11.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.806e-04, size: 576, ETA: 6:27:05
2024-12-17 09:40:14.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.804e-04, size: 672, ETA: 6:27:03
2024-12-17 09:40:17.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.803e-04, size: 640, ETA: 6:27:01
2024-12-17 09:40:20.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.802e-04, size: 576, ETA: 6:26:59
2024-12-17 09:40:22.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.800e-04, size: 608, ETA: 6:26:57
2024-12-17 09:40:23.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.799e-04, size: 576, ETA: 6:26:55
2024-12-17 09:40:25.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.797e-04, size: 576, ETA: 6:26:52
2024-12-17 09:40:27.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.796e-04, size: 704, ETA: 6:26:50
2024-12-17 09:40:29.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.794e-04, size: 672, ETA: 6:26:47
2024-12-17 09:40:31.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.793e-04, size: 544, ETA: 6:26:45
2024-12-17 09:40:33.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.791e-04, size: 608, ETA: 6:26:43
2024-12-17 09:40:35.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.790e-04, size: 736, ETA: 6:26:41
2024-12-17 09:40:38.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.788e-04, size: 608, ETA: 6:26:39
2024-12-17 09:40:40.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.787e-04, size: 544, ETA: 6:26:36
2024-12-17 09:40:42.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.786e-04, size: 608, ETA: 6:26:34
2024-12-17 09:40:45.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 7.784e-04, size: 608, ETA: 6:26:32
2024-12-17 09:40:47.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.783e-04, size: 672, ETA: 6:26:30
2024-12-17 09:40:49.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.781e-04, size: 736, ETA: 6:26:27
2024-12-17 09:40:51.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.780e-04, size: 736, ETA: 6:26:25
2024-12-17 09:40:53.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.778e-04, size: 544, ETA: 6:26:23
2024-12-17 09:40:55.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.777e-04, size: 704, ETA: 6:26:20
2024-12-17 09:40:57.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.775e-04, size: 640, ETA: 6:26:18
2024-12-17 09:40:59.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.774e-04, size: 704, ETA: 6:26:16
2024-12-17 09:41:02.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.773e-04, size: 640, ETA: 6:26:14
2024-12-17 09:41:05.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.771e-04, size: 640, ETA: 6:26:12
2024-12-17 09:41:07.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.770e-04, size: 640, ETA: 6:26:10
2024-12-17 09:41:09.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.768e-04, size: 608, ETA: 6:26:08
2024-12-17 09:41:11.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.767e-04, size: 608, ETA: 6:26:05
2024-12-17 09:41:13.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.765e-04, size: 736, ETA: 6:26:03
2024-12-17 09:41:15.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.764e-04, size: 672, ETA: 6:26:01
2024-12-17 09:41:17.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.762e-04, size: 640, ETA: 6:25:59
2024-12-17 09:41:20.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.761e-04, size: 672, ETA: 6:25:56
2024-12-17 09:41:22.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.760e-04, size: 736, ETA: 6:25:54
2024-12-17 09:41:24.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.758e-04, size: 608, ETA: 6:25:52
2024-12-17 09:41:27.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.757e-04, size: 544, ETA: 6:25:50
2024-12-17 09:41:29.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.755e-04, size: 576, ETA: 6:25:48
2024-12-17 09:41:31.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.754e-04, size: 640, ETA: 6:25:46
2024-12-17 09:41:33.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.752e-04, size: 640, ETA: 6:25:43
2024-12-17 09:41:35.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.751e-04, size: 608, ETA: 6:25:41
2024-12-17 09:41:37.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.749e-04, size: 576, ETA: 6:25:39
2024-12-17 09:41:39.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.748e-04, size: 672, ETA: 6:25:37
2024-12-17 09:41:41.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.747e-04, size: 672, ETA: 6:25:34
2024-12-17 09:41:43.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.745e-04, size: 576, ETA: 6:25:32
2024-12-17 09:41:46.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.744e-04, size: 672, ETA: 6:25:30
2024-12-17 09:41:48.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.742e-04, size: 640, ETA: 6:25:28
2024-12-17 09:41:51.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.741e-04, size: 640, ETA: 6:25:26
2024-12-17 09:41:54.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.739e-04, size: 608, ETA: 6:25:24
2024-12-17 09:41:56.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.738e-04, size: 736, ETA: 6:25:22
2024-12-17 09:41:58.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.736e-04, size: 704, ETA: 6:25:20
2024-12-17 09:42:00.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.2, lr: 7.735e-04, size: 704, ETA: 6:25:17
2024-12-17 09:42:02.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.734e-04, size: 704, ETA: 6:25:15
2024-12-17 09:42:04.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.732e-04, size: 640, ETA: 6:25:13
2024-12-17 09:42:06.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.731e-04, size: 704, ETA: 6:25:10
2024-12-17 09:42:08.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.729e-04, size: 608, ETA: 6:25:08
2024-12-17 09:42:11.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.728e-04, size: 704, ETA: 6:25:06
2024-12-17 09:42:14.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.726e-04, size: 672, ETA: 6:25:04
2024-12-17 09:42:16.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.725e-04, size: 736, ETA: 6:25:02
2024-12-17 09:42:19.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.291s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.723e-04, size: 544, ETA: 6:25:00
2024-12-17 09:42:21.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.722e-04, size: 544, ETA: 6:24:58
2024-12-17 09:42:23.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.721e-04, size: 736, ETA: 6:24:56
2024-12-17 09:42:25.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.719e-04, size: 736, ETA: 6:24:53
2024-12-17 09:42:27.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.718e-04, size: 544, ETA: 6:24:51
2024-12-17 09:42:29.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.716e-04, size: 544, ETA: 6:24:49
2024-12-17 09:42:31.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.715e-04, size: 704, ETA: 6:24:46
2024-12-17 09:42:34.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.270s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.713e-04, size: 544, ETA: 6:24:45
2024-12-17 09:42:37.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.712e-04, size: 672, ETA: 6:24:43
2024-12-17 09:42:39.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.710e-04, size: 640, ETA: 6:24:41
2024-12-17 09:42:41.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.709e-04, size: 544, ETA: 6:24:38
2024-12-17 09:42:43.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.708e-04, size: 640, ETA: 6:24:36
2024-12-17 09:42:45.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.706e-04, size: 704, ETA: 6:24:34
2024-12-17 09:42:48.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.705e-04, size: 736, ETA: 6:24:32
2024-12-17 09:42:51.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.703e-04, size: 672, ETA: 6:24:30
2024-12-17 09:42:54.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.702e-04, size: 672, ETA: 6:24:28
2024-12-17 09:42:55.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.700e-04, size: 544, ETA: 6:24:26
2024-12-17 09:42:57.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.699e-04, size: 704, ETA: 6:24:23
2024-12-17 09:42:59.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.698e-04, size: 640, ETA: 6:24:21
2024-12-17 09:43:01.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.696e-04, size: 672, ETA: 6:24:18
2024-12-17 09:43:03.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.695e-04, size: 672, ETA: 6:24:16
2024-12-17 09:43:05.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.693e-04, size: 736, ETA: 6:24:14
2024-12-17 09:43:07.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.692e-04, size: 544, ETA: 6:24:12
2024-12-17 09:43:09.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.690e-04, size: 704, ETA: 6:24:09
2024-12-17 09:43:11.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.689e-04, size: 608, ETA: 6:24:07
2024-12-17 09:43:13.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.687e-04, size: 736, ETA: 6:24:04
2024-12-17 09:43:15.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.686e-04, size: 640, ETA: 6:24:02
2024-12-17 09:43:18.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.685e-04, size: 576, ETA: 6:24:00
2024-12-17 09:43:20.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.683e-04, size: 576, ETA: 6:23:58
2024-12-17 09:43:23.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.682e-04, size: 736, ETA: 6:23:56
2024-12-17 09:43:26.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.680e-04, size: 640, ETA: 6:23:54
2024-12-17 09:43:29.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.679e-04, size: 672, ETA: 6:23:53
2024-12-17 09:43:31.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.677e-04, size: 640, ETA: 6:23:50
2024-12-17 09:43:33.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 7.676e-04, size: 544, ETA: 6:23:48
2024-12-17 09:43:35.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.674e-04, size: 576, ETA: 6:23:46
2024-12-17 09:43:37.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.673e-04, size: 736, ETA: 6:23:43
2024-12-17 09:43:39.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.672e-04, size: 640, ETA: 6:23:41
2024-12-17 09:43:41.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.670e-04, size: 544, ETA: 6:23:39
2024-12-17 09:43:43.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.669e-04, size: 608, ETA: 6:23:37
2024-12-17 09:43:45.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.667e-04, size: 736, ETA: 6:23:34
2024-12-17 09:43:48.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.666e-04, size: 640, ETA: 6:23:32
2024-12-17 09:43:51.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.266s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.664e-04, size: 640, ETA: 6:23:31
2024-12-17 09:43:54.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.663e-04, size: 736, ETA: 6:23:29
2024-12-17 09:43:56.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.662e-04, size: 704, ETA: 6:23:26
2024-12-17 09:43:58.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.660e-04, size: 704, ETA: 6:23:24
2024-12-17 09:44:00.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.659e-04, size: 736, ETA: 6:23:22
2024-12-17 09:44:02.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.657e-04, size: 704, ETA: 6:23:19
2024-12-17 09:44:04.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.656e-04, size: 640, ETA: 6:23:17
2024-12-17 09:44:06.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.018s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.654e-04, size: 544, ETA: 6:23:15
2024-12-17 09:44:08.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.653e-04, size: 608, ETA: 6:23:13
2024-12-17 09:44:11.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.651e-04, size: 736, ETA: 6:23:11
2024-12-17 09:44:14.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.650e-04, size: 576, ETA: 6:23:09
2024-12-17 09:44:16.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.649e-04, size: 672, ETA: 6:23:07
2024-12-17 09:44:19.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 67/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.647e-04, size: 608, ETA: 6:23:05
2024-12-17 09:44:20.248 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 09:44:20.673 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch68
2024-12-17 09:44:22.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.645e-04, size: 608, ETA: 6:23:02
2024-12-17 09:44:24.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.644e-04, size: 704, ETA: 6:23:00
2024-12-17 09:44:26.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.642e-04, size: 608, ETA: 6:22:57
2024-12-17 09:44:28.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.641e-04, size: 608, ETA: 6:22:55
2024-12-17 09:44:31.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.639e-04, size: 736, ETA: 6:22:53
2024-12-17 09:44:33.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.638e-04, size: 736, ETA: 6:22:51
2024-12-17 09:44:36.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.637e-04, size: 640, ETA: 6:22:49
2024-12-17 09:44:38.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.635e-04, size: 704, ETA: 6:22:47
2024-12-17 09:44:41.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.634e-04, size: 576, ETA: 6:22:45
2024-12-17 09:44:43.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.632e-04, size: 544, ETA: 6:22:43
2024-12-17 09:44:45.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.631e-04, size: 640, ETA: 6:22:40
2024-12-17 09:44:47.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.629e-04, size: 544, ETA: 6:22:38
2024-12-17 09:44:49.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.628e-04, size: 544, ETA: 6:22:35
2024-12-17 09:44:51.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.626e-04, size: 544, ETA: 6:22:33
2024-12-17 09:44:53.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.625e-04, size: 576, ETA: 6:22:31
2024-12-17 09:44:54.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.624e-04, size: 736, ETA: 6:22:28
2024-12-17 09:44:57.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.622e-04, size: 608, ETA: 6:22:26
2024-12-17 09:44:59.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.621e-04, size: 736, ETA: 6:22:24
2024-12-17 09:45:02.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.619e-04, size: 736, ETA: 6:22:22
2024-12-17 09:45:05.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.618e-04, size: 672, ETA: 6:22:20
2024-12-17 09:45:07.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.616e-04, size: 736, ETA: 6:22:18
2024-12-17 09:45:09.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.615e-04, size: 704, ETA: 6:22:16
2024-12-17 09:45:11.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.614e-04, size: 672, ETA: 6:22:14
2024-12-17 09:45:13.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.612e-04, size: 608, ETA: 6:22:11
2024-12-17 09:45:15.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.611e-04, size: 608, ETA: 6:22:09
2024-12-17 09:45:17.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.609e-04, size: 576, ETA: 6:22:07
2024-12-17 09:45:19.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.608e-04, size: 672, ETA: 6:22:04
2024-12-17 09:45:21.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.606e-04, size: 640, ETA: 6:22:02
2024-12-17 09:45:24.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.605e-04, size: 576, ETA: 6:22:00
2024-12-17 09:45:26.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.603e-04, size: 672, ETA: 6:21:58
2024-12-17 09:45:29.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.602e-04, size: 640, ETA: 6:21:56
2024-12-17 09:45:31.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.601e-04, size: 576, ETA: 6:21:54
2024-12-17 09:45:33.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.599e-04, size: 672, ETA: 6:21:51
2024-12-17 09:45:35.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.598e-04, size: 704, ETA: 6:21:49
2024-12-17 09:45:37.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.596e-04, size: 640, ETA: 6:21:47
2024-12-17 09:45:39.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.595e-04, size: 736, ETA: 6:21:45
2024-12-17 09:45:41.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.593e-04, size: 544, ETA: 6:21:42
2024-12-17 09:45:43.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.592e-04, size: 736, ETA: 6:21:40
2024-12-17 09:45:46.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.591e-04, size: 672, ETA: 6:21:38
2024-12-17 09:45:48.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.589e-04, size: 640, ETA: 6:21:36
2024-12-17 09:45:50.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.588e-04, size: 576, ETA: 6:21:34
2024-12-17 09:45:53.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.586e-04, size: 704, ETA: 6:21:31
2024-12-17 09:45:55.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.585e-04, size: 640, ETA: 6:21:29
2024-12-17 09:45:57.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.583e-04, size: 704, ETA: 6:21:27
2024-12-17 09:45:59.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.582e-04, size: 576, ETA: 6:21:24
2024-12-17 09:46:00.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.581e-04, size: 640, ETA: 6:21:22
2024-12-17 09:46:02.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.579e-04, size: 608, ETA: 6:21:20
2024-12-17 09:46:05.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.578e-04, size: 672, ETA: 6:21:17
2024-12-17 09:46:07.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.576e-04, size: 576, ETA: 6:21:15
2024-12-17 09:46:10.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.575e-04, size: 640, ETA: 6:21:13
2024-12-17 09:46:12.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.573e-04, size: 576, ETA: 6:21:11
2024-12-17 09:46:15.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.572e-04, size: 544, ETA: 6:21:09
2024-12-17 09:46:17.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.571e-04, size: 704, ETA: 6:21:07
2024-12-17 09:46:20.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.569e-04, size: 736, ETA: 6:21:05
2024-12-17 09:46:22.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.568e-04, size: 576, ETA: 6:21:03
2024-12-17 09:46:24.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 7.566e-04, size: 672, ETA: 6:21:01
2024-12-17 09:46:26.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.565e-04, size: 544, ETA: 6:20:58
2024-12-17 09:46:28.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.563e-04, size: 704, ETA: 6:20:56
2024-12-17 09:46:30.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.562e-04, size: 672, ETA: 6:20:54
2024-12-17 09:46:32.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.561e-04, size: 736, ETA: 6:20:52
2024-12-17 09:46:35.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.559e-04, size: 640, ETA: 6:20:50
2024-12-17 09:46:37.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.2, lr: 7.558e-04, size: 736, ETA: 6:20:47
2024-12-17 09:46:40.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.556e-04, size: 736, ETA: 6:20:46
2024-12-17 09:46:43.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.555e-04, size: 704, ETA: 6:20:44
2024-12-17 09:46:45.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.553e-04, size: 608, ETA: 6:20:42
2024-12-17 09:46:47.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.552e-04, size: 736, ETA: 6:20:39
2024-12-17 09:46:50.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.551e-04, size: 672, ETA: 6:20:37
2024-12-17 09:46:51.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.549e-04, size: 576, ETA: 6:20:35
2024-12-17 09:46:53.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.548e-04, size: 608, ETA: 6:20:32
2024-12-17 09:46:55.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.546e-04, size: 576, ETA: 6:20:30
2024-12-17 09:46:57.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.545e-04, size: 544, ETA: 6:20:28
2024-12-17 09:47:00.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.543e-04, size: 544, ETA: 6:20:26
2024-12-17 09:47:02.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.542e-04, size: 544, ETA: 6:20:24
2024-12-17 09:47:04.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.540e-04, size: 640, ETA: 6:20:21
2024-12-17 09:47:07.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 7.539e-04, size: 544, ETA: 6:20:19
2024-12-17 09:47:10.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.538e-04, size: 704, ETA: 6:20:18
2024-12-17 09:47:13.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.536e-04, size: 736, ETA: 6:20:16
2024-12-17 09:47:15.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.535e-04, size: 672, ETA: 6:20:13
2024-12-17 09:47:17.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.533e-04, size: 576, ETA: 6:20:11
2024-12-17 09:47:19.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.532e-04, size: 544, ETA: 6:20:09
2024-12-17 09:47:20.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.530e-04, size: 672, ETA: 6:20:06
2024-12-17 09:47:23.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.529e-04, size: 704, ETA: 6:20:04
2024-12-17 09:47:25.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.528e-04, size: 672, ETA: 6:20:02
2024-12-17 09:47:27.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.526e-04, size: 544, ETA: 6:20:00
2024-12-17 09:47:30.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.525e-04, size: 672, ETA: 6:19:58
2024-12-17 09:47:32.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.523e-04, size: 640, ETA: 6:19:56
2024-12-17 09:47:35.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.522e-04, size: 544, ETA: 6:19:54
2024-12-17 09:47:38.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.520e-04, size: 704, ETA: 6:19:52
2024-12-17 09:47:40.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.519e-04, size: 704, ETA: 6:19:50
2024-12-17 09:47:42.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.518e-04, size: 576, ETA: 6:19:48
2024-12-17 09:47:44.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.516e-04, size: 640, ETA: 6:19:45
2024-12-17 09:47:46.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.515e-04, size: 704, ETA: 6:19:43
2024-12-17 09:47:48.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.513e-04, size: 704, ETA: 6:19:41
2024-12-17 09:47:51.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.512e-04, size: 736, ETA: 6:19:38
2024-12-17 09:47:53.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.510e-04, size: 608, ETA: 6:19:36
2024-12-17 09:47:55.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.509e-04, size: 576, ETA: 6:19:34
2024-12-17 09:47:58.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.508e-04, size: 576, ETA: 6:19:32
2024-12-17 09:48:01.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 7.506e-04, size: 704, ETA: 6:19:31
2024-12-17 09:48:04.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.312s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.505e-04, size: 576, ETA: 6:19:29
2024-12-17 09:48:06.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.503e-04, size: 608, ETA: 6:19:27
2024-12-17 09:48:08.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.502e-04, size: 576, ETA: 6:19:25
2024-12-17 09:48:10.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.500e-04, size: 672, ETA: 6:19:22
2024-12-17 09:48:13.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.499e-04, size: 736, ETA: 6:19:20
2024-12-17 09:48:15.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.498e-04, size: 576, ETA: 6:19:18
2024-12-17 09:48:17.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.496e-04, size: 704, ETA: 6:19:16
2024-12-17 09:48:20.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.495e-04, size: 736, ETA: 6:19:14
2024-12-17 09:48:22.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.493e-04, size: 736, ETA: 6:19:12
2024-12-17 09:48:25.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 7.492e-04, size: 736, ETA: 6:19:10
2024-12-17 09:48:28.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.491e-04, size: 640, ETA: 6:19:08
2024-12-17 09:48:31.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.489e-04, size: 736, ETA: 6:19:06
2024-12-17 09:48:33.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.488e-04, size: 608, ETA: 6:19:04
2024-12-17 09:48:35.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.486e-04, size: 704, ETA: 6:19:02
2024-12-17 09:48:37.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.485e-04, size: 544, ETA: 6:18:59
2024-12-17 09:48:39.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.483e-04, size: 608, ETA: 6:18:57
2024-12-17 09:48:41.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.482e-04, size: 544, ETA: 6:18:54
2024-12-17 09:48:43.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.481e-04, size: 576, ETA: 6:18:52
2024-12-17 09:48:45.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.479e-04, size: 704, ETA: 6:18:50
2024-12-17 09:48:47.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.478e-04, size: 544, ETA: 6:18:48
2024-12-17 09:48:50.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.476e-04, size: 704, ETA: 6:18:46
2024-12-17 09:48:52.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.475e-04, size: 672, ETA: 6:18:44
2024-12-17 09:48:55.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.268s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.473e-04, size: 736, ETA: 6:18:42
2024-12-17 09:48:57.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.472e-04, size: 544, ETA: 6:18:39
2024-12-17 09:48:59.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.471e-04, size: 544, ETA: 6:18:37
2024-12-17 09:49:01.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.469e-04, size: 640, ETA: 6:18:35
2024-12-17 09:49:03.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.468e-04, size: 672, ETA: 6:18:33
2024-12-17 09:49:05.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.466e-04, size: 544, ETA: 6:18:30
2024-12-17 09:49:07.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.465e-04, size: 544, ETA: 6:18:28
2024-12-17 09:49:09.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.463e-04, size: 576, ETA: 6:18:25
2024-12-17 09:49:11.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.462e-04, size: 608, ETA: 6:18:23
2024-12-17 09:49:13.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.461e-04, size: 608, ETA: 6:18:21
2024-12-17 09:49:15.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.459e-04, size: 576, ETA: 6:18:19
2024-12-17 09:49:17.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 7.458e-04, size: 544, ETA: 6:18:16
2024-12-17 09:49:19.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.456e-04, size: 544, ETA: 6:18:14
2024-12-17 09:49:21.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.455e-04, size: 640, ETA: 6:18:12
2024-12-17 09:49:23.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.453e-04, size: 736, ETA: 6:18:09
2024-12-17 09:49:25.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.452e-04, size: 608, ETA: 6:18:07
2024-12-17 09:49:27.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.451e-04, size: 736, ETA: 6:18:05
2024-12-17 09:49:29.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.449e-04, size: 576, ETA: 6:18:02
2024-12-17 09:49:31.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.448e-04, size: 640, ETA: 6:18:00
2024-12-17 09:49:33.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.446e-04, size: 544, ETA: 6:17:57
2024-12-17 09:49:35.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.445e-04, size: 640, ETA: 6:17:55
2024-12-17 09:49:37.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.444e-04, size: 736, ETA: 6:17:53
2024-12-17 09:49:39.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.442e-04, size: 544, ETA: 6:17:50
2024-12-17 09:49:41.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.441e-04, size: 640, ETA: 6:17:48
2024-12-17 09:49:43.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 7.439e-04, size: 544, ETA: 6:17:46
2024-12-17 09:49:45.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.438e-04, size: 640, ETA: 6:17:43
2024-12-17 09:49:47.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.436e-04, size: 704, ETA: 6:17:41
2024-12-17 09:49:49.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.435e-04, size: 544, ETA: 6:17:39
2024-12-17 09:49:51.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.434e-04, size: 576, ETA: 6:17:36
2024-12-17 09:49:53.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.432e-04, size: 704, ETA: 6:17:34
2024-12-17 09:49:55.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.431e-04, size: 640, ETA: 6:17:32
2024-12-17 09:49:57.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.429e-04, size: 640, ETA: 6:17:29
2024-12-17 09:49:59.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.428e-04, size: 608, ETA: 6:17:27
2024-12-17 09:50:01.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.426e-04, size: 704, ETA: 6:17:25
2024-12-17 09:50:03.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.425e-04, size: 640, ETA: 6:17:22
2024-12-17 09:50:05.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.424e-04, size: 736, ETA: 6:17:20
2024-12-17 09:50:07.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.422e-04, size: 576, ETA: 6:17:18
2024-12-17 09:50:09.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 7.421e-04, size: 576, ETA: 6:17:15
2024-12-17 09:50:11.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.419e-04, size: 608, ETA: 6:17:13
2024-12-17 09:50:13.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.418e-04, size: 544, ETA: 6:17:10
2024-12-17 09:50:15.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.417e-04, size: 576, ETA: 6:17:08
2024-12-17 09:50:17.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.415e-04, size: 704, ETA: 6:17:06
2024-12-17 09:50:19.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.414e-04, size: 672, ETA: 6:17:03
2024-12-17 09:50:21.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.412e-04, size: 704, ETA: 6:17:01
2024-12-17 09:50:23.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.411e-04, size: 672, ETA: 6:16:59
2024-12-17 09:50:25.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.409e-04, size: 736, ETA: 6:16:57
2024-12-17 09:50:27.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.408e-04, size: 544, ETA: 6:16:54
2024-12-17 09:50:29.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.407e-04, size: 544, ETA: 6:16:52
2024-12-17 09:50:31.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 7.405e-04, size: 608, ETA: 6:16:50
2024-12-17 09:50:33.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.404e-04, size: 608, ETA: 6:16:47
2024-12-17 09:50:35.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.402e-04, size: 640, ETA: 6:16:45
2024-12-17 09:50:37.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.401e-04, size: 672, ETA: 6:16:42
2024-12-17 09:50:39.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.399e-04, size: 672, ETA: 6:16:40
2024-12-17 09:50:41.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.398e-04, size: 672, ETA: 6:16:38
2024-12-17 09:50:43.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.397e-04, size: 544, ETA: 6:16:36
2024-12-17 09:50:45.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.395e-04, size: 576, ETA: 6:16:33
2024-12-17 09:50:47.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.394e-04, size: 672, ETA: 6:16:31
2024-12-17 09:50:49.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.392e-04, size: 704, ETA: 6:16:29
2024-12-17 09:50:51.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.391e-04, size: 608, ETA: 6:16:26
2024-12-17 09:50:53.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.390e-04, size: 544, ETA: 6:16:24
2024-12-17 09:50:55.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.388e-04, size: 576, ETA: 6:16:21
2024-12-17 09:50:57.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.387e-04, size: 672, ETA: 6:16:19
2024-12-17 09:50:58.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.385e-04, size: 544, ETA: 6:16:16
2024-12-17 09:51:00.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.384e-04, size: 672, ETA: 6:16:14
2024-12-17 09:51:02.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.382e-04, size: 544, ETA: 6:16:12
2024-12-17 09:51:04.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.381e-04, size: 672, ETA: 6:16:09
2024-12-17 09:51:06.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.380e-04, size: 672, ETA: 6:16:07
2024-12-17 09:51:08.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.378e-04, size: 736, ETA: 6:16:05
2024-12-17 09:51:10.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.377e-04, size: 576, ETA: 6:16:02
2024-12-17 09:51:12.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.375e-04, size: 576, ETA: 6:16:00
2024-12-17 09:51:14.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 7.374e-04, size: 736, ETA: 6:15:58
2024-12-17 09:51:16.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.373e-04, size: 608, ETA: 6:15:55
2024-12-17 09:51:18.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.371e-04, size: 544, ETA: 6:15:53
2024-12-17 09:51:20.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.370e-04, size: 576, ETA: 6:15:50
2024-12-17 09:51:22.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.368e-04, size: 544, ETA: 6:15:48
2024-12-17 09:51:24.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.367e-04, size: 608, ETA: 6:15:46
2024-12-17 09:51:26.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.365e-04, size: 576, ETA: 6:15:43
2024-12-17 09:51:28.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.364e-04, size: 576, ETA: 6:15:41
2024-12-17 09:51:29.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.363e-04, size: 544, ETA: 6:15:38
2024-12-17 09:51:32.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 7.361e-04, size: 704, ETA: 6:15:36
2024-12-17 09:51:34.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.360e-04, size: 704, ETA: 6:15:34
2024-12-17 09:51:36.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.358e-04, size: 576, ETA: 6:15:32
2024-12-17 09:51:38.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.357e-04, size: 608, ETA: 6:15:29
2024-12-17 09:51:40.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.356e-04, size: 608, ETA: 6:15:27
2024-12-17 09:51:42.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.354e-04, size: 640, ETA: 6:15:25
2024-12-17 09:51:45.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.353e-04, size: 576, ETA: 6:15:23
2024-12-17 09:51:47.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.351e-04, size: 544, ETA: 6:15:21
2024-12-17 09:51:50.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.350e-04, size: 608, ETA: 6:15:19
2024-12-17 09:51:53.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.348e-04, size: 704, ETA: 6:15:17
2024-12-17 09:51:55.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.347e-04, size: 672, ETA: 6:15:15
2024-12-17 09:51:57.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.346e-04, size: 704, ETA: 6:15:13
2024-12-17 09:51:59.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.344e-04, size: 608, ETA: 6:15:10
2024-12-17 09:52:01.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 7.343e-04, size: 640, ETA: 6:15:08
2024-12-17 09:52:04.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.341e-04, size: 704, ETA: 6:15:06
2024-12-17 09:52:06.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.340e-04, size: 736, ETA: 6:15:04
2024-12-17 09:52:09.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.339e-04, size: 640, ETA: 6:15:02
2024-12-17 09:52:11.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.337e-04, size: 640, ETA: 6:15:00
2024-12-17 09:52:14.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.336e-04, size: 672, ETA: 6:14:58
2024-12-17 09:52:16.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.334e-04, size: 640, ETA: 6:14:56
2024-12-17 09:52:18.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 7.333e-04, size: 576, ETA: 6:14:54
2024-12-17 09:52:20.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.331e-04, size: 608, ETA: 6:14:51
2024-12-17 09:52:22.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.330e-04, size: 576, ETA: 6:14:49
2024-12-17 09:52:24.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.329e-04, size: 576, ETA: 6:14:47
2024-12-17 09:52:27.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.327e-04, size: 704, ETA: 6:14:45
2024-12-17 09:52:29.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.326e-04, size: 736, ETA: 6:14:42
2024-12-17 09:52:31.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.324e-04, size: 704, ETA: 6:14:40
2024-12-17 09:52:34.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.323e-04, size: 608, ETA: 6:14:38
2024-12-17 09:52:36.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.322e-04, size: 640, ETA: 6:14:36
2024-12-17 09:52:39.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.320e-04, size: 544, ETA: 6:14:34
2024-12-17 09:52:41.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.319e-04, size: 672, ETA: 6:14:32
2024-12-17 09:52:43.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.317e-04, size: 736, ETA: 6:14:30
2024-12-17 09:52:45.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.316e-04, size: 736, ETA: 6:14:27
2024-12-17 09:52:47.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.314e-04, size: 672, ETA: 6:14:25
2024-12-17 09:52:49.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.313e-04, size: 608, ETA: 6:14:23
2024-12-17 09:52:51.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.312e-04, size: 576, ETA: 6:14:21
2024-12-17 09:52:54.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.310e-04, size: 736, ETA: 6:14:18
2024-12-17 09:52:56.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.229s, data_time: 0.007s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.309e-04, size: 576, ETA: 6:14:16
2024-12-17 09:52:59.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.307e-04, size: 704, ETA: 6:14:14
2024-12-17 09:53:01.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.306e-04, size: 640, ETA: 6:14:12
2024-12-17 09:53:04.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.269s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.305e-04, size: 640, ETA: 6:14:10
2024-12-17 09:53:06.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.303e-04, size: 640, ETA: 6:14:08
2024-12-17 09:53:08.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 68/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.302e-04, size: 640, ETA: 6:14:06
2024-12-17 09:53:09.941 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 09:53:10.368 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch69
2024-12-17 09:53:13.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.300e-04, size: 704, ETA: 6:14:03
2024-12-17 09:53:15.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.298e-04, size: 608, ETA: 6:14:02
2024-12-17 09:53:18.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.297e-04, size: 736, ETA: 6:14:00
2024-12-17 09:53:20.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.296e-04, size: 608, ETA: 6:13:57
2024-12-17 09:53:22.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.294e-04, size: 672, ETA: 6:13:55
2024-12-17 09:53:24.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.293e-04, size: 544, ETA: 6:13:53
2024-12-17 09:53:26.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 7.291e-04, size: 672, ETA: 6:13:50
2024-12-17 09:53:28.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.290e-04, size: 640, ETA: 6:13:48
2024-12-17 09:53:30.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.218s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.289e-04, size: 640, ETA: 6:13:46
2024-12-17 09:53:32.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.287e-04, size: 576, ETA: 6:13:43
2024-12-17 09:53:35.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.286e-04, size: 672, ETA: 6:13:41
2024-12-17 09:53:37.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.284e-04, size: 608, ETA: 6:13:39
2024-12-17 09:53:40.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.283e-04, size: 608, ETA: 6:13:37
2024-12-17 09:53:42.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.281e-04, size: 704, ETA: 6:13:35
2024-12-17 09:53:44.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.280e-04, size: 736, ETA: 6:13:33
2024-12-17 09:53:47.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.279e-04, size: 544, ETA: 6:13:31
2024-12-17 09:53:49.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.277e-04, size: 640, ETA: 6:13:29
2024-12-17 09:53:51.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.276e-04, size: 576, ETA: 6:13:27
2024-12-17 09:53:53.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.274e-04, size: 544, ETA: 6:13:24
2024-12-17 09:53:55.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.273e-04, size: 672, ETA: 6:13:22
2024-12-17 09:53:58.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.272e-04, size: 608, ETA: 6:13:20
2024-12-17 09:54:00.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.270e-04, size: 672, ETA: 6:13:17
2024-12-17 09:54:02.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.269e-04, size: 640, ETA: 6:13:16
2024-12-17 09:54:04.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.267e-04, size: 608, ETA: 6:13:13
2024-12-17 09:54:06.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.266e-04, size: 672, ETA: 6:13:11
2024-12-17 09:54:08.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.265e-04, size: 736, ETA: 6:13:08
2024-12-17 09:54:11.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.263e-04, size: 704, ETA: 6:13:06
2024-12-17 09:54:13.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.262e-04, size: 672, ETA: 6:13:04
2024-12-17 09:54:15.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.260e-04, size: 608, ETA: 6:13:02
2024-12-17 09:54:17.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.259e-04, size: 640, ETA: 6:13:00
2024-12-17 09:54:19.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.258e-04, size: 544, ETA: 6:12:57
2024-12-17 09:54:21.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.256e-04, size: 544, ETA: 6:12:55
2024-12-17 09:54:23.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.255e-04, size: 576, ETA: 6:12:52
2024-12-17 09:54:25.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.253e-04, size: 736, ETA: 6:12:50
2024-12-17 09:54:28.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.252e-04, size: 608, ETA: 6:12:48
2024-12-17 09:54:30.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.250e-04, size: 640, ETA: 6:12:46
2024-12-17 09:54:33.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.249e-04, size: 736, ETA: 6:12:44
2024-12-17 09:54:36.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.248e-04, size: 576, ETA: 6:12:42
2024-12-17 09:54:38.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.246e-04, size: 608, ETA: 6:12:40
2024-12-17 09:54:39.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.245e-04, size: 576, ETA: 6:12:38
2024-12-17 09:54:42.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.243e-04, size: 544, ETA: 6:12:35
2024-12-17 09:54:44.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.242e-04, size: 576, ETA: 6:12:33
2024-12-17 09:54:45.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.241e-04, size: 704, ETA: 6:12:31
2024-12-17 09:54:48.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.239e-04, size: 608, ETA: 6:12:28
2024-12-17 09:54:50.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.238e-04, size: 608, ETA: 6:12:26
2024-12-17 09:54:52.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.236e-04, size: 576, ETA: 6:12:24
2024-12-17 09:54:55.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.235e-04, size: 736, ETA: 6:12:22
2024-12-17 09:54:57.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.234e-04, size: 608, ETA: 6:12:20
2024-12-17 09:55:00.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.232e-04, size: 544, ETA: 6:12:18
2024-12-17 09:55:02.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.231e-04, size: 544, ETA: 6:12:16
2024-12-17 09:55:04.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.229e-04, size: 608, ETA: 6:12:14
2024-12-17 09:55:06.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.228e-04, size: 704, ETA: 6:12:11
2024-12-17 09:55:08.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 7.227e-04, size: 544, ETA: 6:12:09
2024-12-17 09:55:10.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 7.225e-04, size: 704, ETA: 6:12:06
2024-12-17 09:55:12.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 7.224e-04, size: 608, ETA: 6:12:04
2024-12-17 09:55:14.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.222e-04, size: 576, ETA: 6:12:02
2024-12-17 09:55:16.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.221e-04, size: 640, ETA: 6:12:00
2024-12-17 09:55:19.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.220e-04, size: 672, ETA: 6:11:58
2024-12-17 09:55:21.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.218e-04, size: 736, ETA: 6:11:56
2024-12-17 09:55:24.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.217e-04, size: 608, ETA: 6:11:54
2024-12-17 09:55:27.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.215e-04, size: 576, ETA: 6:11:52
2024-12-17 09:55:28.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.214e-04, size: 672, ETA: 6:11:49
2024-12-17 09:55:30.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.212e-04, size: 544, ETA: 6:11:47
2024-12-17 09:55:32.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.211e-04, size: 640, ETA: 6:11:44
2024-12-17 09:55:34.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.210e-04, size: 608, ETA: 6:11:42
2024-12-17 09:55:36.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.208e-04, size: 672, ETA: 6:11:40
2024-12-17 09:55:38.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.207e-04, size: 576, ETA: 6:11:37
2024-12-17 09:55:40.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.205e-04, size: 672, ETA: 6:11:35
2024-12-17 09:55:42.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.204e-04, size: 576, ETA: 6:11:33
2024-12-17 09:55:45.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.203e-04, size: 544, ETA: 6:11:31
2024-12-17 09:55:47.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.201e-04, size: 672, ETA: 6:11:29
2024-12-17 09:55:50.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.200e-04, size: 608, ETA: 6:11:27
2024-12-17 09:55:52.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.198e-04, size: 704, ETA: 6:11:25
2024-12-17 09:55:55.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.197e-04, size: 672, ETA: 6:11:23
2024-12-17 09:55:57.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.196e-04, size: 736, ETA: 6:11:20
2024-12-17 09:55:59.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.194e-04, size: 736, ETA: 6:11:18
2024-12-17 09:56:01.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.193e-04, size: 704, ETA: 6:11:16
2024-12-17 09:56:03.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.191e-04, size: 544, ETA: 6:11:14
2024-12-17 09:56:05.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.190e-04, size: 672, ETA: 6:11:11
2024-12-17 09:56:08.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.189e-04, size: 704, ETA: 6:11:10
2024-12-17 09:56:11.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.187e-04, size: 640, ETA: 6:11:08
2024-12-17 09:56:13.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.186e-04, size: 704, ETA: 6:11:06
2024-12-17 09:56:16.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.184e-04, size: 736, ETA: 6:11:04
2024-12-17 09:56:18.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.183e-04, size: 640, ETA: 6:11:02
2024-12-17 09:56:20.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.182e-04, size: 608, ETA: 6:10:59
2024-12-17 09:56:22.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.180e-04, size: 736, ETA: 6:10:57
2024-12-17 09:56:24.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.179e-04, size: 608, ETA: 6:10:55
2024-12-17 09:56:26.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.177e-04, size: 576, ETA: 6:10:52
2024-12-17 09:56:28.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.176e-04, size: 576, ETA: 6:10:50
2024-12-17 09:56:30.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.175e-04, size: 544, ETA: 6:10:48
2024-12-17 09:56:33.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.173e-04, size: 736, ETA: 6:10:45
2024-12-17 09:56:35.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.172e-04, size: 640, ETA: 6:10:43
2024-12-17 09:56:38.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.170e-04, size: 640, ETA: 6:10:41
2024-12-17 09:56:40.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 7.169e-04, size: 544, ETA: 6:10:39
2024-12-17 09:56:43.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.168e-04, size: 608, ETA: 6:10:37
2024-12-17 09:56:45.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.166e-04, size: 640, ETA: 6:10:35
2024-12-17 09:56:47.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.165e-04, size: 544, ETA: 6:10:33
2024-12-17 09:56:49.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.163e-04, size: 544, ETA: 6:10:30
2024-12-17 09:56:51.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.162e-04, size: 640, ETA: 6:10:28
2024-12-17 09:56:53.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.161e-04, size: 576, ETA: 6:10:26
2024-12-17 09:56:55.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.159e-04, size: 672, ETA: 6:10:23
2024-12-17 09:56:57.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.158e-04, size: 608, ETA: 6:10:21
2024-12-17 09:56:59.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.156e-04, size: 672, ETA: 6:10:19
2024-12-17 09:57:02.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.155e-04, size: 640, ETA: 6:10:17
2024-12-17 09:57:04.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.154e-04, size: 576, ETA: 6:10:15
2024-12-17 09:57:07.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.152e-04, size: 672, ETA: 6:10:13
2024-12-17 09:57:09.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.151e-04, size: 544, ETA: 6:10:11
2024-12-17 09:57:11.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.180s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 7.149e-04, size: 608, ETA: 6:10:08
2024-12-17 09:57:12.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.148e-04, size: 544, ETA: 6:10:06
2024-12-17 09:57:14.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.147e-04, size: 704, ETA: 6:10:03
2024-12-17 09:57:17.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.145e-04, size: 736, ETA: 6:10:01
2024-12-17 09:57:19.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.144e-04, size: 736, ETA: 6:09:59
2024-12-17 09:57:21.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.142e-04, size: 672, ETA: 6:09:57
2024-12-17 09:57:23.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.141e-04, size: 544, ETA: 6:09:54
2024-12-17 09:57:25.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.140e-04, size: 640, ETA: 6:09:52
2024-12-17 09:57:28.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.138e-04, size: 608, ETA: 6:09:50
2024-12-17 09:57:30.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.137e-04, size: 576, ETA: 6:09:48
2024-12-17 09:57:33.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.135e-04, size: 736, ETA: 6:09:46
2024-12-17 09:57:35.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.134e-04, size: 640, ETA: 6:09:44
2024-12-17 09:57:37.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.133e-04, size: 544, ETA: 6:09:42
2024-12-17 09:57:40.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.131e-04, size: 672, ETA: 6:09:40
2024-12-17 09:57:43.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.130e-04, size: 672, ETA: 6:09:38
2024-12-17 09:57:45.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.128e-04, size: 544, ETA: 6:09:36
2024-12-17 09:57:47.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.127e-04, size: 608, ETA: 6:09:34
2024-12-17 09:57:49.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.126e-04, size: 704, ETA: 6:09:31
2024-12-17 09:57:51.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.124e-04, size: 544, ETA: 6:09:29
2024-12-17 09:57:53.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.123e-04, size: 544, ETA: 6:09:26
2024-12-17 09:57:55.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.121e-04, size: 640, ETA: 6:09:24
2024-12-17 09:57:57.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.120e-04, size: 544, ETA: 6:09:22
2024-12-17 09:57:58.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.119e-04, size: 736, ETA: 6:09:19
2024-12-17 09:58:01.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.117e-04, size: 736, ETA: 6:09:17
2024-12-17 09:58:03.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.116e-04, size: 640, ETA: 6:09:15
2024-12-17 09:58:04.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.114e-04, size: 704, ETA: 6:09:12
2024-12-17 09:58:07.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.113e-04, size: 608, ETA: 6:09:10
2024-12-17 09:58:09.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.112e-04, size: 608, ETA: 6:09:08
2024-12-17 09:58:11.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.110e-04, size: 608, ETA: 6:09:05
2024-12-17 09:58:12.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.109e-04, size: 736, ETA: 6:09:03
2024-12-17 09:58:14.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.107e-04, size: 608, ETA: 6:09:00
2024-12-17 09:58:16.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.106e-04, size: 640, ETA: 6:08:58
2024-12-17 09:58:18.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.105e-04, size: 544, ETA: 6:08:56
2024-12-17 09:58:20.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.103e-04, size: 672, ETA: 6:08:53
2024-12-17 09:58:22.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.102e-04, size: 736, ETA: 6:08:51
2024-12-17 09:58:24.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.100e-04, size: 608, ETA: 6:08:49
2024-12-17 09:58:26.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.099e-04, size: 640, ETA: 6:08:46
2024-12-17 09:58:28.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.098e-04, size: 672, ETA: 6:08:44
2024-12-17 09:58:30.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.096e-04, size: 544, ETA: 6:08:42
2024-12-17 09:58:32.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.095e-04, size: 640, ETA: 6:08:39
2024-12-17 09:58:34.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.093e-04, size: 608, ETA: 6:08:37
2024-12-17 09:58:36.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.092e-04, size: 704, ETA: 6:08:35
2024-12-17 09:58:38.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.091e-04, size: 640, ETA: 6:08:32
2024-12-17 09:58:40.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.089e-04, size: 640, ETA: 6:08:30
2024-12-17 09:58:42.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.088e-04, size: 736, ETA: 6:08:28
2024-12-17 09:58:44.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.086e-04, size: 704, ETA: 6:08:26
2024-12-17 09:58:47.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.085e-04, size: 544, ETA: 6:08:23
2024-12-17 09:58:48.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.084e-04, size: 736, ETA: 6:08:21
2024-12-17 09:58:50.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.082e-04, size: 608, ETA: 6:08:18
2024-12-17 09:58:52.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.081e-04, size: 672, ETA: 6:08:16
2024-12-17 09:58:54.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.080e-04, size: 544, ETA: 6:08:14
2024-12-17 09:58:56.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.078e-04, size: 544, ETA: 6:08:11
2024-12-17 09:58:58.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.077e-04, size: 576, ETA: 6:08:09
2024-12-17 09:59:00.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.075e-04, size: 544, ETA: 6:08:06
2024-12-17 09:59:01.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.074e-04, size: 736, ETA: 6:08:04
2024-12-17 09:59:03.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.073e-04, size: 544, ETA: 6:08:02
2024-12-17 09:59:05.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.071e-04, size: 576, ETA: 6:07:59
2024-12-17 09:59:07.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.070e-04, size: 544, ETA: 6:07:57
2024-12-17 09:59:09.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.068e-04, size: 608, ETA: 6:07:54
2024-12-17 09:59:11.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.067e-04, size: 736, ETA: 6:07:52
2024-12-17 09:59:13.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.066e-04, size: 704, ETA: 6:07:50
2024-12-17 09:59:15.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.064e-04, size: 704, ETA: 6:07:47
2024-12-17 09:59:17.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.063e-04, size: 640, ETA: 6:07:45
2024-12-17 09:59:19.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.061e-04, size: 576, ETA: 6:07:43
2024-12-17 09:59:21.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.060e-04, size: 576, ETA: 6:07:40
2024-12-17 09:59:23.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.059e-04, size: 544, ETA: 6:07:38
2024-12-17 09:59:25.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.057e-04, size: 576, ETA: 6:07:35
2024-12-17 09:59:27.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.056e-04, size: 704, ETA: 6:07:33
2024-12-17 09:59:29.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 7.054e-04, size: 736, ETA: 6:07:31
2024-12-17 09:59:32.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 7.053e-04, size: 608, ETA: 6:07:29
2024-12-17 09:59:34.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.052e-04, size: 736, ETA: 6:07:27
2024-12-17 09:59:36.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.050e-04, size: 672, ETA: 6:07:25
2024-12-17 09:59:38.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.049e-04, size: 544, ETA: 6:07:23
2024-12-17 09:59:41.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 7.047e-04, size: 704, ETA: 6:07:20
2024-12-17 09:59:43.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.046e-04, size: 736, ETA: 6:07:18
2024-12-17 09:59:46.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.045e-04, size: 544, ETA: 6:07:17
2024-12-17 09:59:49.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.043e-04, size: 608, ETA: 6:07:15
2024-12-17 09:59:51.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.042e-04, size: 736, ETA: 6:07:12
2024-12-17 09:59:53.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.041e-04, size: 544, ETA: 6:07:10
2024-12-17 09:59:54.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.039e-04, size: 544, ETA: 6:07:07
2024-12-17 09:59:56.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.038e-04, size: 544, ETA: 6:07:05
2024-12-17 09:59:58.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.036e-04, size: 608, ETA: 6:07:03
2024-12-17 10:00:00.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.035e-04, size: 544, ETA: 6:07:00
2024-12-17 10:00:02.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.034e-04, size: 608, ETA: 6:06:58
2024-12-17 10:00:05.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.032e-04, size: 608, ETA: 6:06:56
2024-12-17 10:00:07.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.031e-04, size: 704, ETA: 6:06:54
2024-12-17 10:00:10.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.029e-04, size: 672, ETA: 6:06:52
2024-12-17 10:00:12.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.251s, data_time: 0.004s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.028e-04, size: 736, ETA: 6:06:50
2024-12-17 10:00:14.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 7.027e-04, size: 736, ETA: 6:06:48
2024-12-17 10:00:17.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.025e-04, size: 640, ETA: 6:06:45
2024-12-17 10:00:19.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.024e-04, size: 608, ETA: 6:06:43
2024-12-17 10:00:21.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.022e-04, size: 704, ETA: 6:06:41
2024-12-17 10:00:23.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.021e-04, size: 576, ETA: 6:06:39
2024-12-17 10:00:25.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 7.020e-04, size: 576, ETA: 6:06:36
2024-12-17 10:00:27.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.018e-04, size: 672, ETA: 6:06:34
2024-12-17 10:00:30.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.017e-04, size: 640, ETA: 6:06:32
2024-12-17 10:00:32.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.015e-04, size: 544, ETA: 6:06:30
2024-12-17 10:00:35.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 7.014e-04, size: 576, ETA: 6:06:28
2024-12-17 10:00:37.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.013e-04, size: 608, ETA: 6:06:26
2024-12-17 10:00:39.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 7.011e-04, size: 736, ETA: 6:06:24
2024-12-17 10:00:41.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.010e-04, size: 576, ETA: 6:06:21
2024-12-17 10:00:43.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 7.009e-04, size: 736, ETA: 6:06:19
2024-12-17 10:00:46.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.007e-04, size: 672, ETA: 6:06:17
2024-12-17 10:00:48.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 7.006e-04, size: 736, ETA: 6:06:15
2024-12-17 10:00:50.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 7.004e-04, size: 640, ETA: 6:06:12
2024-12-17 10:00:52.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.003e-04, size: 704, ETA: 6:06:10
2024-12-17 10:00:54.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 7.002e-04, size: 640, ETA: 6:06:08
2024-12-17 10:00:57.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 7.000e-04, size: 704, ETA: 6:06:06
2024-12-17 10:00:59.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.999e-04, size: 544, ETA: 6:06:04
2024-12-17 10:01:02.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 6.997e-04, size: 672, ETA: 6:06:02
2024-12-17 10:01:05.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.996e-04, size: 672, ETA: 6:06:00
2024-12-17 10:01:07.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.995e-04, size: 576, ETA: 6:05:58
2024-12-17 10:01:09.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.993e-04, size: 672, ETA: 6:05:56
2024-12-17 10:01:12.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.992e-04, size: 640, ETA: 6:05:54
2024-12-17 10:01:15.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.991e-04, size: 704, ETA: 6:05:52
2024-12-17 10:01:17.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.989e-04, size: 640, ETA: 6:05:50
2024-12-17 10:01:19.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.988e-04, size: 608, ETA: 6:05:47
2024-12-17 10:01:21.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.986e-04, size: 608, ETA: 6:05:45
2024-12-17 10:01:23.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.985e-04, size: 736, ETA: 6:05:43
2024-12-17 10:01:25.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.984e-04, size: 704, ETA: 6:05:41
2024-12-17 10:01:27.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.982e-04, size: 640, ETA: 6:05:38
2024-12-17 10:01:30.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.981e-04, size: 576, ETA: 6:05:36
2024-12-17 10:01:32.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.979e-04, size: 544, ETA: 6:05:34
2024-12-17 10:01:35.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.978e-04, size: 608, ETA: 6:05:32
2024-12-17 10:01:37.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.977e-04, size: 736, ETA: 6:05:30
2024-12-17 10:01:40.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.975e-04, size: 608, ETA: 6:05:28
2024-12-17 10:01:42.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.974e-04, size: 704, ETA: 6:05:26
2024-12-17 10:01:44.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.972e-04, size: 544, ETA: 6:05:24
2024-12-17 10:01:46.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.971e-04, size: 608, ETA: 6:05:21
2024-12-17 10:01:48.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.007s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.970e-04, size: 672, ETA: 6:05:19
2024-12-17 10:01:51.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.968e-04, size: 736, ETA: 6:05:17
2024-12-17 10:01:53.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.967e-04, size: 736, ETA: 6:05:15
2024-12-17 10:01:56.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.966e-04, size: 576, ETA: 6:05:13
2024-12-17 10:01:58.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.964e-04, size: 704, ETA: 6:05:11
2024-12-17 10:02:01.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 69/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.963e-04, size: 704, ETA: 6:05:09
2024-12-17 10:02:02.323 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 10:02:02.743 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch70
2024-12-17 10:02:05.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.961e-04, size: 704, ETA: 6:05:06
2024-12-17 10:02:07.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.959e-04, size: 736, ETA: 6:05:04
2024-12-17 10:02:09.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.958e-04, size: 576, ETA: 6:05:02
2024-12-17 10:02:12.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.957e-04, size: 704, ETA: 6:05:00
2024-12-17 10:02:15.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.955e-04, size: 544, ETA: 6:04:58
2024-12-17 10:02:17.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.954e-04, size: 544, ETA: 6:04:56
2024-12-17 10:02:19.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.953e-04, size: 640, ETA: 6:04:54
2024-12-17 10:02:21.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.951e-04, size: 544, ETA: 6:04:51
2024-12-17 10:02:23.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.950e-04, size: 576, ETA: 6:04:49
2024-12-17 10:02:25.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.948e-04, size: 544, ETA: 6:04:46
2024-12-17 10:02:27.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.947e-04, size: 704, ETA: 6:04:44
2024-12-17 10:02:29.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.946e-04, size: 576, ETA: 6:04:42
2024-12-17 10:02:31.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.944e-04, size: 640, ETA: 6:04:39
2024-12-17 10:02:33.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.943e-04, size: 736, ETA: 6:04:37
2024-12-17 10:02:35.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.941e-04, size: 640, ETA: 6:04:35
2024-12-17 10:02:37.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.940e-04, size: 576, ETA: 6:04:33
2024-12-17 10:02:39.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.939e-04, size: 640, ETA: 6:04:30
2024-12-17 10:02:41.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.937e-04, size: 544, ETA: 6:04:28
2024-12-17 10:02:43.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.936e-04, size: 608, ETA: 6:04:25
2024-12-17 10:02:45.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.935e-04, size: 576, ETA: 6:04:23
2024-12-17 10:02:47.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.933e-04, size: 736, ETA: 6:04:21
2024-12-17 10:02:49.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.932e-04, size: 672, ETA: 6:04:19
2024-12-17 10:02:51.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.930e-04, size: 736, ETA: 6:04:16
2024-12-17 10:02:53.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.929e-04, size: 672, ETA: 6:04:14
2024-12-17 10:02:55.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.928e-04, size: 672, ETA: 6:04:12
2024-12-17 10:02:57.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.926e-04, size: 736, ETA: 6:04:09
2024-12-17 10:02:59.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.925e-04, size: 608, ETA: 6:04:07
2024-12-17 10:03:01.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.924e-04, size: 736, ETA: 6:04:05
2024-12-17 10:03:03.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.922e-04, size: 608, ETA: 6:04:02
2024-12-17 10:03:05.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.921e-04, size: 704, ETA: 6:04:00
2024-12-17 10:03:07.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.919e-04, size: 640, ETA: 6:03:58
2024-12-17 10:03:09.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.918e-04, size: 704, ETA: 6:03:55
2024-12-17 10:03:11.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.917e-04, size: 576, ETA: 6:03:53
2024-12-17 10:03:13.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.915e-04, size: 736, ETA: 6:03:51
2024-12-17 10:03:15.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.914e-04, size: 672, ETA: 6:03:48
2024-12-17 10:03:17.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.912e-04, size: 544, ETA: 6:03:46
2024-12-17 10:03:19.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.911e-04, size: 576, ETA: 6:03:44
2024-12-17 10:03:21.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.910e-04, size: 576, ETA: 6:03:41
2024-12-17 10:03:23.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.908e-04, size: 608, ETA: 6:03:39
2024-12-17 10:03:25.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.907e-04, size: 640, ETA: 6:03:37
2024-12-17 10:03:27.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.906e-04, size: 640, ETA: 6:03:34
2024-12-17 10:03:29.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.904e-04, size: 736, ETA: 6:03:32
2024-12-17 10:03:31.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.903e-04, size: 672, ETA: 6:03:30
2024-12-17 10:03:33.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.901e-04, size: 672, ETA: 6:03:27
2024-12-17 10:03:35.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.900e-04, size: 576, ETA: 6:03:25
2024-12-17 10:03:37.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.899e-04, size: 736, ETA: 6:03:22
2024-12-17 10:03:39.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.897e-04, size: 640, ETA: 6:03:20
2024-12-17 10:03:41.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.896e-04, size: 576, ETA: 6:03:18
2024-12-17 10:03:43.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.895e-04, size: 544, ETA: 6:03:15
2024-12-17 10:03:45.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 6.893e-04, size: 608, ETA: 6:03:13
2024-12-17 10:03:46.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.892e-04, size: 640, ETA: 6:03:11
2024-12-17 10:03:48.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.890e-04, size: 576, ETA: 6:03:08
2024-12-17 10:03:51.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.889e-04, size: 704, ETA: 6:03:06
2024-12-17 10:03:52.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.888e-04, size: 608, ETA: 6:03:04
2024-12-17 10:03:54.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.886e-04, size: 736, ETA: 6:03:01
2024-12-17 10:03:56.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.885e-04, size: 672, ETA: 6:02:59
2024-12-17 10:03:59.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.883e-04, size: 704, ETA: 6:02:57
2024-12-17 10:04:01.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.882e-04, size: 544, ETA: 6:02:54
2024-12-17 10:04:03.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.881e-04, size: 576, ETA: 6:02:52
2024-12-17 10:04:04.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.879e-04, size: 640, ETA: 6:02:50
2024-12-17 10:04:06.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.878e-04, size: 544, ETA: 6:02:47
2024-12-17 10:04:08.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.877e-04, size: 704, ETA: 6:02:45
2024-12-17 10:04:10.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.875e-04, size: 544, ETA: 6:02:43
2024-12-17 10:04:12.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.874e-04, size: 576, ETA: 6:02:40
2024-12-17 10:04:14.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.872e-04, size: 544, ETA: 6:02:38
2024-12-17 10:04:16.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.871e-04, size: 640, ETA: 6:02:36
2024-12-17 10:04:18.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.870e-04, size: 576, ETA: 6:02:33
2024-12-17 10:04:20.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.868e-04, size: 608, ETA: 6:02:31
2024-12-17 10:04:22.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.867e-04, size: 544, ETA: 6:02:28
2024-12-17 10:04:24.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.866e-04, size: 640, ETA: 6:02:26
2024-12-17 10:04:26.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.864e-04, size: 704, ETA: 6:02:24
2024-12-17 10:04:28.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.863e-04, size: 672, ETA: 6:02:21
2024-12-17 10:04:30.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.861e-04, size: 640, ETA: 6:02:19
2024-12-17 10:04:32.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.860e-04, size: 608, ETA: 6:02:17
2024-12-17 10:04:34.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.859e-04, size: 608, ETA: 6:02:14
2024-12-17 10:04:36.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.857e-04, size: 544, ETA: 6:02:12
2024-12-17 10:04:38.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.856e-04, size: 672, ETA: 6:02:10
2024-12-17 10:04:40.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.855e-04, size: 544, ETA: 6:02:07
2024-12-17 10:04:42.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.853e-04, size: 608, ETA: 6:02:05
2024-12-17 10:04:44.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.852e-04, size: 640, ETA: 6:02:03
2024-12-17 10:04:46.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.850e-04, size: 576, ETA: 6:02:00
2024-12-17 10:04:48.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.849e-04, size: 576, ETA: 6:01:58
2024-12-17 10:04:50.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.848e-04, size: 640, ETA: 6:01:56
2024-12-17 10:04:52.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.846e-04, size: 672, ETA: 6:01:54
2024-12-17 10:04:55.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.845e-04, size: 640, ETA: 6:01:52
2024-12-17 10:04:57.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.844e-04, size: 672, ETA: 6:01:49
2024-12-17 10:04:59.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.842e-04, size: 608, ETA: 6:01:47
2024-12-17 10:05:01.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.841e-04, size: 544, ETA: 6:01:45
2024-12-17 10:05:03.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.839e-04, size: 640, ETA: 6:01:42
2024-12-17 10:05:05.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.838e-04, size: 608, ETA: 6:01:40
2024-12-17 10:05:07.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.837e-04, size: 608, ETA: 6:01:38
2024-12-17 10:05:09.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.835e-04, size: 544, ETA: 6:01:36
2024-12-17 10:05:12.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.834e-04, size: 544, ETA: 6:01:34
2024-12-17 10:05:15.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.833e-04, size: 704, ETA: 6:01:32
2024-12-17 10:05:18.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.831e-04, size: 640, ETA: 6:01:30
2024-12-17 10:05:20.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.830e-04, size: 704, ETA: 6:01:28
2024-12-17 10:05:22.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.828e-04, size: 640, ETA: 6:01:26
2024-12-17 10:05:24.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.827e-04, size: 576, ETA: 6:01:23
2024-12-17 10:05:26.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.826e-04, size: 608, ETA: 6:01:21
2024-12-17 10:05:28.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.824e-04, size: 576, ETA: 6:01:19
2024-12-17 10:05:30.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.823e-04, size: 640, ETA: 6:01:17
2024-12-17 10:05:33.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.822e-04, size: 576, ETA: 6:01:14
2024-12-17 10:05:35.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.820e-04, size: 672, ETA: 6:01:12
2024-12-17 10:05:38.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.819e-04, size: 608, ETA: 6:01:11
2024-12-17 10:05:41.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.817e-04, size: 672, ETA: 6:01:09
2024-12-17 10:05:43.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.816e-04, size: 672, ETA: 6:01:07
2024-12-17 10:05:46.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.815e-04, size: 640, ETA: 6:01:04
2024-12-17 10:05:48.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.813e-04, size: 672, ETA: 6:01:02
2024-12-17 10:05:49.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.812e-04, size: 640, ETA: 6:01:00
2024-12-17 10:05:52.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.811e-04, size: 544, ETA: 6:00:57
2024-12-17 10:05:54.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.809e-04, size: 704, ETA: 6:00:55
2024-12-17 10:05:56.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.808e-04, size: 544, ETA: 6:00:53
2024-12-17 10:05:58.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.806e-04, size: 704, ETA: 6:00:51
2024-12-17 10:06:00.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.805e-04, size: 576, ETA: 6:00:48
2024-12-17 10:06:03.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.804e-04, size: 544, ETA: 6:00:46
2024-12-17 10:06:05.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.802e-04, size: 576, ETA: 6:00:44
2024-12-17 10:06:07.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.801e-04, size: 544, ETA: 6:00:42
2024-12-17 10:06:09.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.800e-04, size: 544, ETA: 6:00:40
2024-12-17 10:06:11.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.798e-04, size: 544, ETA: 6:00:37
2024-12-17 10:06:13.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.797e-04, size: 672, ETA: 6:00:35
2024-12-17 10:06:15.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.796e-04, size: 608, ETA: 6:00:33
2024-12-17 10:06:17.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.794e-04, size: 576, ETA: 6:00:30
2024-12-17 10:06:19.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.793e-04, size: 544, ETA: 6:00:28
2024-12-17 10:06:21.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.791e-04, size: 672, ETA: 6:00:26
2024-12-17 10:06:23.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.790e-04, size: 544, ETA: 6:00:23
2024-12-17 10:06:26.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.789e-04, size: 608, ETA: 6:00:21
2024-12-17 10:06:29.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.787e-04, size: 576, ETA: 6:00:20
2024-12-17 10:06:31.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.786e-04, size: 672, ETA: 6:00:18
2024-12-17 10:06:34.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 6.785e-04, size: 704, ETA: 6:00:16
2024-12-17 10:06:36.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.783e-04, size: 704, ETA: 6:00:13
2024-12-17 10:06:38.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.782e-04, size: 640, ETA: 6:00:11
2024-12-17 10:06:40.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.780e-04, size: 640, ETA: 6:00:09
2024-12-17 10:06:42.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.779e-04, size: 640, ETA: 6:00:06
2024-12-17 10:06:44.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.778e-04, size: 544, ETA: 6:00:04
2024-12-17 10:06:46.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.776e-04, size: 576, ETA: 6:00:02
2024-12-17 10:06:48.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.775e-04, size: 704, ETA: 6:00:00
2024-12-17 10:06:51.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.774e-04, size: 736, ETA: 5:59:58
2024-12-17 10:06:54.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.772e-04, size: 704, ETA: 5:59:56
2024-12-17 10:06:56.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.771e-04, size: 608, ETA: 5:59:54
2024-12-17 10:06:59.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.769e-04, size: 640, ETA: 5:59:52
2024-12-17 10:07:00.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.768e-04, size: 576, ETA: 5:59:49
2024-12-17 10:07:02.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.767e-04, size: 576, ETA: 5:59:47
2024-12-17 10:07:04.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.765e-04, size: 736, ETA: 5:59:45
2024-12-17 10:07:06.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.764e-04, size: 576, ETA: 5:59:42
2024-12-17 10:07:08.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.763e-04, size: 608, ETA: 5:59:40
2024-12-17 10:07:10.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.761e-04, size: 704, ETA: 5:59:38
2024-12-17 10:07:13.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.760e-04, size: 608, ETA: 5:59:36
2024-12-17 10:07:15.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.759e-04, size: 704, ETA: 5:59:33
2024-12-17 10:07:18.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.757e-04, size: 672, ETA: 5:59:31
2024-12-17 10:07:20.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.756e-04, size: 608, ETA: 5:59:30
2024-12-17 10:07:23.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.754e-04, size: 704, ETA: 5:59:28
2024-12-17 10:07:25.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.753e-04, size: 544, ETA: 5:59:25
2024-12-17 10:07:27.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.752e-04, size: 544, ETA: 5:59:23
2024-12-17 10:07:29.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.750e-04, size: 576, ETA: 5:59:21
2024-12-17 10:07:31.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.749e-04, size: 672, ETA: 5:59:18
2024-12-17 10:07:33.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.748e-04, size: 704, ETA: 5:59:16
2024-12-17 10:07:35.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.746e-04, size: 672, ETA: 5:59:14
2024-12-17 10:07:38.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.745e-04, size: 640, ETA: 5:59:12
2024-12-17 10:07:40.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.744e-04, size: 704, ETA: 5:59:10
2024-12-17 10:07:43.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.742e-04, size: 608, ETA: 5:59:08
2024-12-17 10:07:46.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.741e-04, size: 736, ETA: 5:59:06
2024-12-17 10:07:48.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.739e-04, size: 704, ETA: 5:59:04
2024-12-17 10:07:50.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.738e-04, size: 576, ETA: 5:59:01
2024-12-17 10:07:52.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.737e-04, size: 576, ETA: 5:58:59
2024-12-17 10:07:54.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.735e-04, size: 608, ETA: 5:58:57
2024-12-17 10:07:56.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.734e-04, size: 704, ETA: 5:58:54
2024-12-17 10:07:58.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.733e-04, size: 544, ETA: 5:58:52
2024-12-17 10:08:00.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.731e-04, size: 576, ETA: 5:58:50
2024-12-17 10:08:02.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.730e-04, size: 576, ETA: 5:58:48
2024-12-17 10:08:05.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.728e-04, size: 608, ETA: 5:58:46
2024-12-17 10:08:07.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.727e-04, size: 640, ETA: 5:58:44
2024-12-17 10:08:10.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 6.726e-04, size: 576, ETA: 5:58:42
2024-12-17 10:08:13.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.724e-04, size: 544, ETA: 5:58:40
2024-12-17 10:08:15.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.723e-04, size: 704, ETA: 5:58:38
2024-12-17 10:08:17.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.722e-04, size: 640, ETA: 5:58:35
2024-12-17 10:08:19.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.720e-04, size: 640, ETA: 5:58:33
2024-12-17 10:08:21.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.719e-04, size: 608, ETA: 5:58:31
2024-12-17 10:08:23.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.718e-04, size: 544, ETA: 5:58:28
2024-12-17 10:08:25.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.716e-04, size: 576, ETA: 5:58:26
2024-12-17 10:08:27.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.715e-04, size: 608, ETA: 5:58:24
2024-12-17 10:08:30.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.713e-04, size: 544, ETA: 5:58:22
2024-12-17 10:08:32.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.712e-04, size: 576, ETA: 5:58:20
2024-12-17 10:08:35.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.711e-04, size: 704, ETA: 5:58:18
2024-12-17 10:08:38.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.323s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.709e-04, size: 736, ETA: 5:58:16
2024-12-17 10:08:41.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.708e-04, size: 736, ETA: 5:58:14
2024-12-17 10:08:42.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.707e-04, size: 544, ETA: 5:58:12
2024-12-17 10:08:44.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.705e-04, size: 672, ETA: 5:58:09
2024-12-17 10:08:46.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.704e-04, size: 608, ETA: 5:58:07
2024-12-17 10:08:48.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.703e-04, size: 640, ETA: 5:58:05
2024-12-17 10:08:50.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.701e-04, size: 672, ETA: 5:58:02
2024-12-17 10:08:52.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.700e-04, size: 544, ETA: 5:58:00
2024-12-17 10:08:55.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.698e-04, size: 640, ETA: 5:57:58
2024-12-17 10:08:57.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.697e-04, size: 736, ETA: 5:57:56
2024-12-17 10:09:01.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.696e-04, size: 576, ETA: 5:57:54
2024-12-17 10:09:03.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.694e-04, size: 640, ETA: 5:57:52
2024-12-17 10:09:05.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.693e-04, size: 544, ETA: 5:57:50
2024-12-17 10:09:07.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.692e-04, size: 544, ETA: 5:57:47
2024-12-17 10:09:09.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.690e-04, size: 736, ETA: 5:57:45
2024-12-17 10:09:11.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.689e-04, size: 544, ETA: 5:57:43
2024-12-17 10:09:13.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.688e-04, size: 672, ETA: 5:57:40
2024-12-17 10:09:15.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.686e-04, size: 704, ETA: 5:57:38
2024-12-17 10:09:17.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.685e-04, size: 608, ETA: 5:57:36
2024-12-17 10:09:20.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.684e-04, size: 736, ETA: 5:57:34
2024-12-17 10:09:22.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.682e-04, size: 576, ETA: 5:57:32
2024-12-17 10:09:24.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.681e-04, size: 672, ETA: 5:57:30
2024-12-17 10:09:27.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.679e-04, size: 672, ETA: 5:57:28
2024-12-17 10:09:30.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.678e-04, size: 576, ETA: 5:57:26
2024-12-17 10:09:32.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.677e-04, size: 736, ETA: 5:57:23
2024-12-17 10:09:34.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.675e-04, size: 576, ETA: 5:57:21
2024-12-17 10:09:36.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.674e-04, size: 736, ETA: 5:57:19
2024-12-17 10:09:38.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.673e-04, size: 544, ETA: 5:57:17
2024-12-17 10:09:40.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 6.671e-04, size: 544, ETA: 5:57:14
2024-12-17 10:09:43.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.670e-04, size: 608, ETA: 5:57:12
2024-12-17 10:09:45.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.669e-04, size: 736, ETA: 5:57:10
2024-12-17 10:09:47.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.667e-04, size: 704, ETA: 5:57:08
2024-12-17 10:09:50.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.666e-04, size: 608, ETA: 5:57:06
2024-12-17 10:09:53.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.664e-04, size: 640, ETA: 5:57:04
2024-12-17 10:09:55.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.663e-04, size: 640, ETA: 5:57:02
2024-12-17 10:09:57.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.662e-04, size: 704, ETA: 5:57:00
2024-12-17 10:09:59.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.660e-04, size: 608, ETA: 5:56:58
2024-12-17 10:10:02.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.659e-04, size: 672, ETA: 5:56:55
2024-12-17 10:10:04.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.658e-04, size: 608, ETA: 5:56:53
2024-12-17 10:10:06.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.656e-04, size: 704, ETA: 5:56:51
2024-12-17 10:10:08.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.655e-04, size: 640, ETA: 5:56:48
2024-12-17 10:10:10.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.654e-04, size: 608, ETA: 5:56:46
2024-12-17 10:10:12.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.652e-04, size: 608, ETA: 5:56:44
2024-12-17 10:10:15.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.651e-04, size: 640, ETA: 5:56:42
2024-12-17 10:10:17.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.650e-04, size: 544, ETA: 5:56:40
2024-12-17 10:10:20.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.648e-04, size: 736, ETA: 5:56:38
2024-12-17 10:10:23.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.647e-04, size: 608, ETA: 5:56:36
2024-12-17 10:10:25.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.645e-04, size: 608, ETA: 5:56:34
2024-12-17 10:10:27.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.644e-04, size: 704, ETA: 5:56:32
2024-12-17 10:10:29.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.643e-04, size: 608, ETA: 5:56:29
2024-12-17 10:10:31.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.641e-04, size: 672, ETA: 5:56:27
2024-12-17 10:10:33.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.640e-04, size: 736, ETA: 5:56:25
2024-12-17 10:10:35.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.639e-04, size: 704, ETA: 5:56:23
2024-12-17 10:10:38.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.272s, data_time: 0.008s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.637e-04, size: 736, ETA: 5:56:21
2024-12-17 10:10:40.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.636e-04, size: 736, ETA: 5:56:19
2024-12-17 10:10:44.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.635e-04, size: 736, ETA: 5:56:17
2024-12-17 10:10:46.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.633e-04, size: 672, ETA: 5:56:15
2024-12-17 10:10:49.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.632e-04, size: 640, ETA: 5:56:13
2024-12-17 10:10:50.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 70/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.631e-04, size: 544, ETA: 5:56:11
2024-12-17 10:10:51.711 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 10:11:46.991 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 10:11:47.153 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 10:11:47.201 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.05s)
2024-12-17 10:11:47.201 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 10:11:47.210 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 10:11:47.923 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.24 ms, Average inference time: 3.18 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.928
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.985
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.954
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.014
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.706
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.942
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.879
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.942
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.942
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.806
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 92.768 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 94.249 |

2024-12-17 10:11:47.923 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 10:11:49.076 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch71
2024-12-17 10:11:51.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.629e-04, size: 608, ETA: 5:56:08
2024-12-17 10:11:54.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.627e-04, size: 704, ETA: 5:56:06
2024-12-17 10:11:56.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.626e-04, size: 672, ETA: 5:56:03
2024-12-17 10:11:58.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.625e-04, size: 704, ETA: 5:56:01
2024-12-17 10:12:00.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.623e-04, size: 704, ETA: 5:55:59
2024-12-17 10:12:02.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.622e-04, size: 544, ETA: 5:55:57
2024-12-17 10:12:05.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.620e-04, size: 576, ETA: 5:55:54
2024-12-17 10:12:07.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.619e-04, size: 640, ETA: 5:55:52
2024-12-17 10:12:09.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.618e-04, size: 736, ETA: 5:55:50
2024-12-17 10:12:11.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.616e-04, size: 576, ETA: 5:55:48
2024-12-17 10:12:13.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.615e-04, size: 704, ETA: 5:55:45
2024-12-17 10:12:15.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.614e-04, size: 576, ETA: 5:55:43
2024-12-17 10:12:18.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.612e-04, size: 608, ETA: 5:55:41
2024-12-17 10:12:20.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.611e-04, size: 640, ETA: 5:55:39
2024-12-17 10:12:23.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.610e-04, size: 544, ETA: 5:55:37
2024-12-17 10:12:25.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.608e-04, size: 576, ETA: 5:55:35
2024-12-17 10:12:27.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.607e-04, size: 672, ETA: 5:55:33
2024-12-17 10:12:29.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.606e-04, size: 704, ETA: 5:55:30
2024-12-17 10:12:31.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.604e-04, size: 704, ETA: 5:55:28
2024-12-17 10:12:33.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.603e-04, size: 640, ETA: 5:55:26
2024-12-17 10:12:35.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.602e-04, size: 608, ETA: 5:55:23
2024-12-17 10:12:37.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.600e-04, size: 576, ETA: 5:55:21
2024-12-17 10:12:40.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.599e-04, size: 704, ETA: 5:55:19
2024-12-17 10:12:42.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.597e-04, size: 544, ETA: 5:55:17
2024-12-17 10:12:44.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.596e-04, size: 576, ETA: 5:55:15
2024-12-17 10:12:47.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.595e-04, size: 640, ETA: 5:55:13
2024-12-17 10:12:49.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.593e-04, size: 704, ETA: 5:55:10
2024-12-17 10:12:51.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.592e-04, size: 544, ETA: 5:55:08
2024-12-17 10:12:53.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.591e-04, size: 608, ETA: 5:55:06
2024-12-17 10:12:55.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.589e-04, size: 704, ETA: 5:55:04
2024-12-17 10:12:57.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.588e-04, size: 704, ETA: 5:55:01
2024-12-17 10:13:00.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.587e-04, size: 672, ETA: 5:54:59
2024-12-17 10:13:02.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.585e-04, size: 640, ETA: 5:54:57
2024-12-17 10:13:04.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.584e-04, size: 672, ETA: 5:54:55
2024-12-17 10:13:06.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.583e-04, size: 576, ETA: 5:54:52
2024-12-17 10:13:08.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.581e-04, size: 608, ETA: 5:54:50
2024-12-17 10:13:10.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.580e-04, size: 704, ETA: 5:54:48
2024-12-17 10:13:12.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.579e-04, size: 608, ETA: 5:54:46
2024-12-17 10:13:15.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.577e-04, size: 608, ETA: 5:54:44
2024-12-17 10:13:17.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.576e-04, size: 640, ETA: 5:54:42
2024-12-17 10:13:20.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.574e-04, size: 672, ETA: 5:54:39
2024-12-17 10:13:23.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.573e-04, size: 640, ETA: 5:54:38
2024-12-17 10:13:26.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.302s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.572e-04, size: 608, ETA: 5:54:36
2024-12-17 10:13:28.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.570e-04, size: 608, ETA: 5:54:34
2024-12-17 10:13:29.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.569e-04, size: 576, ETA: 5:54:31
2024-12-17 10:13:31.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.568e-04, size: 544, ETA: 5:54:29
2024-12-17 10:13:33.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.566e-04, size: 672, ETA: 5:54:27
2024-12-17 10:13:36.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.565e-04, size: 672, ETA: 5:54:25
2024-12-17 10:13:39.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.564e-04, size: 704, ETA: 5:54:22
2024-12-17 10:13:41.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.562e-04, size: 608, ETA: 5:54:20
2024-12-17 10:13:43.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.561e-04, size: 736, ETA: 5:54:18
2024-12-17 10:13:45.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.560e-04, size: 672, ETA: 5:54:16
2024-12-17 10:13:48.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.558e-04, size: 544, ETA: 5:54:14
2024-12-17 10:13:50.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.557e-04, size: 640, ETA: 5:54:12
2024-12-17 10:13:53.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.556e-04, size: 736, ETA: 5:54:10
2024-12-17 10:13:55.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.554e-04, size: 640, ETA: 5:54:08
2024-12-17 10:13:57.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.553e-04, size: 672, ETA: 5:54:05
2024-12-17 10:13:59.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.552e-04, size: 736, ETA: 5:54:03
2024-12-17 10:14:01.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.550e-04, size: 736, ETA: 5:54:01
2024-12-17 10:14:03.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.549e-04, size: 608, ETA: 5:53:58
2024-12-17 10:14:05.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.547e-04, size: 608, ETA: 5:53:56
2024-12-17 10:14:07.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.546e-04, size: 544, ETA: 5:53:54
2024-12-17 10:14:10.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.545e-04, size: 544, ETA: 5:53:52
2024-12-17 10:14:12.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.221s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.543e-04, size: 640, ETA: 5:53:50
2024-12-17 10:14:15.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.542e-04, size: 704, ETA: 5:53:48
2024-12-17 10:14:17.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.541e-04, size: 576, ETA: 5:53:45
2024-12-17 10:14:19.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.539e-04, size: 640, ETA: 5:53:43
2024-12-17 10:14:21.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.538e-04, size: 704, ETA: 5:53:41
2024-12-17 10:14:24.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.537e-04, size: 576, ETA: 5:53:39
2024-12-17 10:14:27.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.535e-04, size: 672, ETA: 5:53:37
2024-12-17 10:14:30.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.534e-04, size: 608, ETA: 5:53:35
2024-12-17 10:14:32.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.533e-04, size: 672, ETA: 5:53:33
2024-12-17 10:14:35.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.531e-04, size: 672, ETA: 5:53:32
2024-12-17 10:14:38.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.290s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.530e-04, size: 704, ETA: 5:53:30
2024-12-17 10:14:41.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.529e-04, size: 576, ETA: 5:53:28
2024-12-17 10:14:44.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.527e-04, size: 608, ETA: 5:53:26
2024-12-17 10:14:46.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.526e-04, size: 640, ETA: 5:53:24
2024-12-17 10:14:49.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.525e-04, size: 608, ETA: 5:53:22
2024-12-17 10:14:52.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.523e-04, size: 544, ETA: 5:53:20
2024-12-17 10:14:55.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.322s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.522e-04, size: 736, ETA: 5:53:19
2024-12-17 10:14:58.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.521e-04, size: 608, ETA: 5:53:17
2024-12-17 10:15:00.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.519e-04, size: 544, ETA: 5:53:14
2024-12-17 10:15:03.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.518e-04, size: 640, ETA: 5:53:13
2024-12-17 10:15:05.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.516e-04, size: 544, ETA: 5:53:11
2024-12-17 10:15:08.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.515e-04, size: 576, ETA: 5:53:09
2024-12-17 10:15:11.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.514e-04, size: 608, ETA: 5:53:07
2024-12-17 10:15:14.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.512e-04, size: 736, ETA: 5:53:05
2024-12-17 10:15:17.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.511e-04, size: 672, ETA: 5:53:03
2024-12-17 10:15:20.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.510e-04, size: 544, ETA: 5:53:01
2024-12-17 10:15:23.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.508e-04, size: 544, ETA: 5:53:00
2024-12-17 10:15:25.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.254s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.507e-04, size: 640, ETA: 5:52:58
2024-12-17 10:15:28.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.506e-04, size: 608, ETA: 5:52:56
2024-12-17 10:15:30.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.504e-04, size: 544, ETA: 5:52:54
2024-12-17 10:15:32.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.503e-04, size: 640, ETA: 5:52:51
2024-12-17 10:15:34.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.502e-04, size: 608, ETA: 5:52:49
2024-12-17 10:15:36.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.500e-04, size: 704, ETA: 5:52:47
2024-12-17 10:15:39.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.499e-04, size: 736, ETA: 5:52:45
2024-12-17 10:15:41.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.498e-04, size: 544, ETA: 5:52:42
2024-12-17 10:15:44.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.496e-04, size: 544, ETA: 5:52:40
2024-12-17 10:15:46.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.495e-04, size: 608, ETA: 5:52:38
2024-12-17 10:15:49.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.494e-04, size: 576, ETA: 5:52:36
2024-12-17 10:15:51.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.492e-04, size: 608, ETA: 5:52:34
2024-12-17 10:15:53.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.491e-04, size: 608, ETA: 5:52:32
2024-12-17 10:15:55.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.490e-04, size: 736, ETA: 5:52:29
2024-12-17 10:15:57.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.488e-04, size: 736, ETA: 5:52:27
2024-12-17 10:15:59.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.487e-04, size: 672, ETA: 5:52:25
2024-12-17 10:16:02.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.486e-04, size: 704, ETA: 5:52:23
2024-12-17 10:16:04.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.484e-04, size: 736, ETA: 5:52:21
2024-12-17 10:16:07.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.483e-04, size: 672, ETA: 5:52:19
2024-12-17 10:16:09.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.482e-04, size: 576, ETA: 5:52:17
2024-12-17 10:16:10.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.480e-04, size: 544, ETA: 5:52:14
2024-12-17 10:16:13.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.479e-04, size: 704, ETA: 5:52:12
2024-12-17 10:16:15.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.478e-04, size: 608, ETA: 5:52:10
2024-12-17 10:16:17.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.476e-04, size: 576, ETA: 5:52:07
2024-12-17 10:16:19.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.475e-04, size: 704, ETA: 5:52:05
2024-12-17 10:16:21.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.473e-04, size: 576, ETA: 5:52:03
2024-12-17 10:16:24.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.472e-04, size: 640, ETA: 5:52:01
2024-12-17 10:16:26.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.471e-04, size: 672, ETA: 5:51:59
2024-12-17 10:16:28.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.469e-04, size: 544, ETA: 5:51:57
2024-12-17 10:16:30.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.468e-04, size: 608, ETA: 5:51:54
2024-12-17 10:16:32.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.467e-04, size: 576, ETA: 5:51:52
2024-12-17 10:16:35.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.465e-04, size: 544, ETA: 5:51:50
2024-12-17 10:16:37.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.464e-04, size: 640, ETA: 5:51:48
2024-12-17 10:16:40.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.463e-04, size: 608, ETA: 5:51:46
2024-12-17 10:16:42.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.461e-04, size: 576, ETA: 5:51:44
2024-12-17 10:16:45.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.460e-04, size: 736, ETA: 5:51:42
2024-12-17 10:16:47.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.459e-04, size: 704, ETA: 5:51:40
2024-12-17 10:16:49.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.457e-04, size: 704, ETA: 5:51:37
2024-12-17 10:16:51.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.456e-04, size: 640, ETA: 5:51:35
2024-12-17 10:16:53.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.455e-04, size: 640, ETA: 5:51:32
2024-12-17 10:16:55.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.453e-04, size: 640, ETA: 5:51:30
2024-12-17 10:16:57.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.452e-04, size: 544, ETA: 5:51:28
2024-12-17 10:16:59.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.451e-04, size: 608, ETA: 5:51:25
2024-12-17 10:17:01.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.449e-04, size: 608, ETA: 5:51:23
2024-12-17 10:17:03.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.448e-04, size: 672, ETA: 5:51:21
2024-12-17 10:17:05.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.447e-04, size: 608, ETA: 5:51:19
2024-12-17 10:17:08.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.445e-04, size: 576, ETA: 5:51:17
2024-12-17 10:17:10.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.444e-04, size: 672, ETA: 5:51:15
2024-12-17 10:17:13.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.443e-04, size: 640, ETA: 5:51:13
2024-12-17 10:17:15.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.441e-04, size: 704, ETA: 5:51:11
2024-12-17 10:17:18.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.440e-04, size: 608, ETA: 5:51:08
2024-12-17 10:17:20.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.439e-04, size: 736, ETA: 5:51:06
2024-12-17 10:17:23.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.437e-04, size: 672, ETA: 5:51:05
2024-12-17 10:17:26.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.436e-04, size: 576, ETA: 5:51:03
2024-12-17 10:17:28.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.435e-04, size: 704, ETA: 5:51:00
2024-12-17 10:17:30.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.433e-04, size: 736, ETA: 5:50:58
2024-12-17 10:17:32.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.432e-04, size: 576, ETA: 5:50:56
2024-12-17 10:17:34.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.431e-04, size: 608, ETA: 5:50:53
2024-12-17 10:17:36.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.429e-04, size: 576, ETA: 5:50:51
2024-12-17 10:17:38.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.428e-04, size: 640, ETA: 5:50:49
2024-12-17 10:17:40.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.427e-04, size: 672, ETA: 5:50:47
2024-12-17 10:17:43.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.425e-04, size: 576, ETA: 5:50:44
2024-12-17 10:17:45.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.424e-04, size: 608, ETA: 5:50:42
2024-12-17 10:17:48.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.423e-04, size: 608, ETA: 5:50:40
2024-12-17 10:17:50.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.421e-04, size: 544, ETA: 5:50:38
2024-12-17 10:17:53.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.420e-04, size: 608, ETA: 5:50:36
2024-12-17 10:17:55.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.419e-04, size: 672, ETA: 5:50:34
2024-12-17 10:17:57.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.417e-04, size: 704, ETA: 5:50:32
2024-12-17 10:17:59.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.416e-04, size: 640, ETA: 5:50:29
2024-12-17 10:18:01.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.415e-04, size: 672, ETA: 5:50:27
2024-12-17 10:18:03.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.413e-04, size: 576, ETA: 5:50:25
2024-12-17 10:18:05.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.412e-04, size: 640, ETA: 5:50:22
2024-12-17 10:18:07.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.411e-04, size: 736, ETA: 5:50:20
2024-12-17 10:18:10.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.409e-04, size: 736, ETA: 5:50:18
2024-12-17 10:18:12.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.408e-04, size: 640, ETA: 5:50:16
2024-12-17 10:18:15.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.407e-04, size: 544, ETA: 5:50:14
2024-12-17 10:18:17.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.405e-04, size: 576, ETA: 5:50:12
2024-12-17 10:18:20.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.404e-04, size: 672, ETA: 5:50:10
2024-12-17 10:18:22.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.403e-04, size: 640, ETA: 5:50:08
2024-12-17 10:18:24.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.401e-04, size: 704, ETA: 5:50:05
2024-12-17 10:18:25.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.400e-04, size: 608, ETA: 5:50:03
2024-12-17 10:18:28.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.399e-04, size: 672, ETA: 5:50:01
2024-12-17 10:18:30.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.397e-04, size: 704, ETA: 5:49:59
2024-12-17 10:18:32.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.396e-04, size: 704, ETA: 5:49:57
2024-12-17 10:18:35.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.395e-04, size: 608, ETA: 5:49:54
2024-12-17 10:18:37.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.260s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.393e-04, size: 640, ETA: 5:49:52
2024-12-17 10:18:40.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.392e-04, size: 608, ETA: 5:49:50
2024-12-17 10:18:42.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.391e-04, size: 640, ETA: 5:49:48
2024-12-17 10:18:44.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.389e-04, size: 640, ETA: 5:49:46
2024-12-17 10:18:46.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.388e-04, size: 640, ETA: 5:49:43
2024-12-17 10:18:49.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.293s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.387e-04, size: 640, ETA: 5:49:42
2024-12-17 10:18:51.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.385e-04, size: 640, ETA: 5:49:40
2024-12-17 10:18:53.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.384e-04, size: 544, ETA: 5:49:37
2024-12-17 10:18:55.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.383e-04, size: 672, ETA: 5:49:35
2024-12-17 10:18:57.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.381e-04, size: 544, ETA: 5:49:33
2024-12-17 10:19:00.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.380e-04, size: 736, ETA: 5:49:30
2024-12-17 10:19:02.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.379e-04, size: 640, ETA: 5:49:28
2024-12-17 10:19:04.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.377e-04, size: 544, ETA: 5:49:26
2024-12-17 10:19:06.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.376e-04, size: 736, ETA: 5:49:24
2024-12-17 10:19:08.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.375e-04, size: 576, ETA: 5:49:21
2024-12-17 10:19:10.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.373e-04, size: 672, ETA: 5:49:19
2024-12-17 10:19:13.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.372e-04, size: 608, ETA: 5:49:17
2024-12-17 10:19:16.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.371e-04, size: 736, ETA: 5:49:15
2024-12-17 10:19:18.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.369e-04, size: 576, ETA: 5:49:13
2024-12-17 10:19:21.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.368e-04, size: 672, ETA: 5:49:11
2024-12-17 10:19:23.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.367e-04, size: 672, ETA: 5:49:09
2024-12-17 10:19:25.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.365e-04, size: 608, ETA: 5:49:07
2024-12-17 10:19:27.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.364e-04, size: 576, ETA: 5:49:04
2024-12-17 10:19:29.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.363e-04, size: 672, ETA: 5:49:02
2024-12-17 10:19:31.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.361e-04, size: 672, ETA: 5:49:00
2024-12-17 10:19:33.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.360e-04, size: 672, ETA: 5:48:57
2024-12-17 10:19:35.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.359e-04, size: 608, ETA: 5:48:55
2024-12-17 10:19:37.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.357e-04, size: 544, ETA: 5:48:53
2024-12-17 10:19:40.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.356e-04, size: 736, ETA: 5:48:51
2024-12-17 10:19:42.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.355e-04, size: 736, ETA: 5:48:49
2024-12-17 10:19:45.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.353e-04, size: 640, ETA: 5:48:47
2024-12-17 10:19:47.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.352e-04, size: 576, ETA: 5:48:45
2024-12-17 10:19:49.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.351e-04, size: 640, ETA: 5:48:42
2024-12-17 10:19:52.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.349e-04, size: 704, ETA: 5:48:40
2024-12-17 10:19:54.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.348e-04, size: 544, ETA: 5:48:38
2024-12-17 10:19:56.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.347e-04, size: 640, ETA: 5:48:36
2024-12-17 10:19:58.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.345e-04, size: 736, ETA: 5:48:34
2024-12-17 10:20:00.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.344e-04, size: 736, ETA: 5:48:31
2024-12-17 10:20:03.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.343e-04, size: 736, ETA: 5:48:29
2024-12-17 10:20:05.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.341e-04, size: 672, ETA: 5:48:27
2024-12-17 10:20:07.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.340e-04, size: 640, ETA: 5:48:25
2024-12-17 10:20:09.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.339e-04, size: 736, ETA: 5:48:23
2024-12-17 10:20:11.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.337e-04, size: 544, ETA: 5:48:20
2024-12-17 10:20:13.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.336e-04, size: 544, ETA: 5:48:18
2024-12-17 10:20:15.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.335e-04, size: 544, ETA: 5:48:15
2024-12-17 10:20:17.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.333e-04, size: 608, ETA: 5:48:13
2024-12-17 10:20:19.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.332e-04, size: 736, ETA: 5:48:11
2024-12-17 10:20:22.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.331e-04, size: 704, ETA: 5:48:09
2024-12-17 10:20:24.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.329e-04, size: 544, ETA: 5:48:07
2024-12-17 10:20:27.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.328e-04, size: 608, ETA: 5:48:05
2024-12-17 10:20:30.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.327e-04, size: 672, ETA: 5:48:03
2024-12-17 10:20:32.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.325e-04, size: 544, ETA: 5:48:01
2024-12-17 10:20:34.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.324e-04, size: 736, ETA: 5:47:58
2024-12-17 10:20:36.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.323e-04, size: 608, ETA: 5:47:56
2024-12-17 10:20:38.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.321e-04, size: 672, ETA: 5:47:54
2024-12-17 10:20:40.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.320e-04, size: 640, ETA: 5:47:51
2024-12-17 10:20:42.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.319e-04, size: 704, ETA: 5:47:49
2024-12-17 10:20:45.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.317e-04, size: 608, ETA: 5:47:47
2024-12-17 10:20:47.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.3Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.316e-04, size: 736, ETA: 5:47:45
2024-12-17 10:20:49.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.315e-04, size: 544, ETA: 5:47:43
2024-12-17 10:20:51.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.313e-04, size: 544, ETA: 5:47:41
2024-12-17 10:20:53.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.312e-04, size: 704, ETA: 5:47:38
2024-12-17 10:20:56.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.311e-04, size: 672, ETA: 5:47:37
2024-12-17 10:20:58.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.309e-04, size: 704, ETA: 5:47:34
2024-12-17 10:21:00.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.308e-04, size: 672, ETA: 5:47:32
2024-12-17 10:21:03.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.307e-04, size: 704, ETA: 5:47:30
2024-12-17 10:21:05.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 71/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.305e-04, size: 704, ETA: 5:47:28
2024-12-17 10:21:06.739 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 10:21:07.159 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch72
2024-12-17 10:21:09.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.304e-04, size: 704, ETA: 5:47:25
2024-12-17 10:21:12.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.302e-04, size: 576, ETA: 5:47:23
2024-12-17 10:21:14.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.301e-04, size: 672, ETA: 5:47:21
2024-12-17 10:21:17.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.300e-04, size: 576, ETA: 5:47:19
2024-12-17 10:21:19.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.298e-04, size: 672, ETA: 5:47:17
2024-12-17 10:21:21.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.297e-04, size: 704, ETA: 5:47:15
2024-12-17 10:21:24.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.296e-04, size: 640, ETA: 5:47:13
2024-12-17 10:21:26.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.294e-04, size: 576, ETA: 5:47:10
2024-12-17 10:21:29.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.293e-04, size: 576, ETA: 5:47:08
2024-12-17 10:21:31.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.292e-04, size: 704, ETA: 5:47:06
2024-12-17 10:21:34.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.290e-04, size: 704, ETA: 5:47:04
2024-12-17 10:21:36.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.289e-04, size: 736, ETA: 5:47:02
2024-12-17 10:21:38.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.288e-04, size: 576, ETA: 5:47:00
2024-12-17 10:21:41.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.286e-04, size: 608, ETA: 5:46:58
2024-12-17 10:21:43.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.285e-04, size: 704, ETA: 5:46:55
2024-12-17 10:21:45.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.284e-04, size: 608, ETA: 5:46:53
2024-12-17 10:21:47.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.282e-04, size: 704, ETA: 5:46:51
2024-12-17 10:21:50.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.281e-04, size: 544, ETA: 5:46:49
2024-12-17 10:21:52.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.280e-04, size: 736, ETA: 5:46:47
2024-12-17 10:21:54.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.278e-04, size: 640, ETA: 5:46:45
2024-12-17 10:21:57.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.277e-04, size: 672, ETA: 5:46:43
2024-12-17 10:21:59.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.276e-04, size: 704, ETA: 5:46:41
2024-12-17 10:22:02.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.274e-04, size: 576, ETA: 5:46:38
2024-12-17 10:22:04.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.273e-04, size: 544, ETA: 5:46:36
2024-12-17 10:22:06.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.272e-04, size: 544, ETA: 5:46:34
2024-12-17 10:22:08.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.270e-04, size: 544, ETA: 5:46:32
2024-12-17 10:22:11.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.269e-04, size: 576, ETA: 5:46:30
2024-12-17 10:22:13.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.268e-04, size: 672, ETA: 5:46:28
2024-12-17 10:22:16.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.266e-04, size: 544, ETA: 5:46:26
2024-12-17 10:22:18.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.265e-04, size: 672, ETA: 5:46:24
2024-12-17 10:22:20.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.264e-04, size: 544, ETA: 5:46:21
2024-12-17 10:22:23.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.262e-04, size: 576, ETA: 5:46:19
2024-12-17 10:22:25.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.261e-04, size: 576, ETA: 5:46:17
2024-12-17 10:22:27.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.260e-04, size: 544, ETA: 5:46:15
2024-12-17 10:22:30.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.259e-04, size: 640, ETA: 5:46:13
2024-12-17 10:22:32.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.257e-04, size: 544, ETA: 5:46:11
2024-12-17 10:22:34.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.256e-04, size: 736, ETA: 5:46:09
2024-12-17 10:22:37.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.255e-04, size: 672, ETA: 5:46:06
2024-12-17 10:22:39.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.253e-04, size: 640, ETA: 5:46:04
2024-12-17 10:22:41.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.218s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.252e-04, size: 640, ETA: 5:46:02
2024-12-17 10:22:43.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.251e-04, size: 544, ETA: 5:46:00
2024-12-17 10:22:45.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.249e-04, size: 544, ETA: 5:45:57
2024-12-17 10:22:47.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.248e-04, size: 608, ETA: 5:45:55
2024-12-17 10:22:50.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.247e-04, size: 640, ETA: 5:45:53
2024-12-17 10:22:52.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.245e-04, size: 640, ETA: 5:45:51
2024-12-17 10:22:54.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.244e-04, size: 576, ETA: 5:45:49
2024-12-17 10:22:57.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.243e-04, size: 736, ETA: 5:45:47
2024-12-17 10:22:59.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.241e-04, size: 576, ETA: 5:45:44
2024-12-17 10:23:01.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.240e-04, size: 736, ETA: 5:45:42
2024-12-17 10:23:03.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.239e-04, size: 736, ETA: 5:45:40
2024-12-17 10:23:05.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.237e-04, size: 672, ETA: 5:45:38
2024-12-17 10:23:07.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.236e-04, size: 608, ETA: 5:45:35
2024-12-17 10:23:09.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.235e-04, size: 736, ETA: 5:45:33
2024-12-17 10:23:11.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.233e-04, size: 672, ETA: 5:45:31
2024-12-17 10:23:14.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.232e-04, size: 704, ETA: 5:45:29
2024-12-17 10:23:16.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.231e-04, size: 640, ETA: 5:45:26
2024-12-17 10:23:19.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.229e-04, size: 736, ETA: 5:45:24
2024-12-17 10:23:21.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.228e-04, size: 704, ETA: 5:45:22
2024-12-17 10:23:23.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.227e-04, size: 672, ETA: 5:45:20
2024-12-17 10:23:26.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.226e-04, size: 544, ETA: 5:45:18
2024-12-17 10:23:29.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 6.224e-04, size: 640, ETA: 5:45:16
2024-12-17 10:23:31.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.223e-04, size: 576, ETA: 5:45:14
2024-12-17 10:23:33.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.222e-04, size: 704, ETA: 5:45:12
2024-12-17 10:23:35.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.220e-04, size: 544, ETA: 5:45:09
2024-12-17 10:23:36.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.219e-04, size: 576, ETA: 5:45:07
2024-12-17 10:23:38.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.218e-04, size: 576, ETA: 5:45:04
2024-12-17 10:23:40.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.216e-04, size: 736, ETA: 5:45:02
2024-12-17 10:23:43.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.215e-04, size: 704, ETA: 5:45:00
2024-12-17 10:23:45.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.214e-04, size: 704, ETA: 5:44:58
2024-12-17 10:23:47.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.212e-04, size: 576, ETA: 5:44:56
2024-12-17 10:23:49.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.211e-04, size: 576, ETA: 5:44:54
2024-12-17 10:23:52.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.210e-04, size: 672, ETA: 5:44:52
2024-12-17 10:23:54.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.208e-04, size: 704, ETA: 5:44:49
2024-12-17 10:23:57.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.207e-04, size: 704, ETA: 5:44:47
2024-12-17 10:23:58.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.206e-04, size: 672, ETA: 5:44:45
2024-12-17 10:24:00.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.204e-04, size: 576, ETA: 5:44:42
2024-12-17 10:24:02.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.203e-04, size: 640, ETA: 5:44:40
2024-12-17 10:24:04.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.202e-04, size: 640, ETA: 5:44:38
2024-12-17 10:24:07.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.200e-04, size: 608, ETA: 5:44:36
2024-12-17 10:24:09.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.199e-04, size: 608, ETA: 5:44:33
2024-12-17 10:24:11.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.198e-04, size: 704, ETA: 5:44:31
2024-12-17 10:24:13.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.197e-04, size: 544, ETA: 5:44:29
2024-12-17 10:24:16.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.195e-04, size: 672, ETA: 5:44:27
2024-12-17 10:24:18.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.194e-04, size: 640, ETA: 5:44:25
2024-12-17 10:24:20.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.193e-04, size: 608, ETA: 5:44:23
2024-12-17 10:24:22.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.191e-04, size: 704, ETA: 5:44:20
2024-12-17 10:24:24.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.190e-04, size: 608, ETA: 5:44:18
2024-12-17 10:24:26.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.189e-04, size: 640, ETA: 5:44:16
2024-12-17 10:24:28.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.187e-04, size: 640, ETA: 5:44:13
2024-12-17 10:24:30.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.186e-04, size: 704, ETA: 5:44:11
2024-12-17 10:24:33.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.185e-04, size: 736, ETA: 5:44:09
2024-12-17 10:24:35.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.183e-04, size: 544, ETA: 5:44:07
2024-12-17 10:24:38.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.182e-04, size: 640, ETA: 5:44:05
2024-12-17 10:24:40.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.181e-04, size: 640, ETA: 5:44:03
2024-12-17 10:24:43.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.179e-04, size: 736, ETA: 5:44:01
2024-12-17 10:24:45.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.178e-04, size: 640, ETA: 5:43:58
2024-12-17 10:24:47.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.177e-04, size: 576, ETA: 5:43:56
2024-12-17 10:24:48.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.175e-04, size: 544, ETA: 5:43:54
2024-12-17 10:24:50.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.174e-04, size: 608, ETA: 5:43:51
2024-12-17 10:24:52.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.173e-04, size: 640, ETA: 5:43:49
2024-12-17 10:24:54.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.172e-04, size: 544, ETA: 5:43:46
2024-12-17 10:24:56.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.170e-04, size: 672, ETA: 5:43:44
2024-12-17 10:24:58.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.169e-04, size: 640, ETA: 5:43:42
2024-12-17 10:25:01.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.168e-04, size: 544, ETA: 5:43:40
2024-12-17 10:25:03.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.166e-04, size: 672, ETA: 5:43:38
2024-12-17 10:25:06.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.165e-04, size: 608, ETA: 5:43:36
2024-12-17 10:25:08.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.164e-04, size: 544, ETA: 5:43:34
2024-12-17 10:25:10.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.162e-04, size: 704, ETA: 5:43:31
2024-12-17 10:25:12.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.161e-04, size: 704, ETA: 5:43:29
2024-12-17 10:25:14.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 6.160e-04, size: 704, ETA: 5:43:27
2024-12-17 10:25:16.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.158e-04, size: 672, ETA: 5:43:24
2024-12-17 10:25:18.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.157e-04, size: 640, ETA: 5:43:22
2024-12-17 10:25:20.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.156e-04, size: 544, ETA: 5:43:20
2024-12-17 10:25:23.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.154e-04, size: 608, ETA: 5:43:18
2024-12-17 10:25:25.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.153e-04, size: 576, ETA: 5:43:16
2024-12-17 10:25:28.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.152e-04, size: 640, ETA: 5:43:14
2024-12-17 10:25:30.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.151e-04, size: 704, ETA: 5:43:12
2024-12-17 10:25:33.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.149e-04, size: 640, ETA: 5:43:10
2024-12-17 10:25:35.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.148e-04, size: 608, ETA: 5:43:08
2024-12-17 10:25:37.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.147e-04, size: 544, ETA: 5:43:05
2024-12-17 10:25:39.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.145e-04, size: 576, ETA: 5:43:03
2024-12-17 10:25:41.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.144e-04, size: 608, ETA: 5:43:00
2024-12-17 10:25:43.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.2, cls_loss: 0.3, lr: 6.143e-04, size: 672, ETA: 5:42:58
2024-12-17 10:25:45.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.141e-04, size: 736, ETA: 5:42:56
2024-12-17 10:25:48.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.140e-04, size: 736, ETA: 5:42:54
2024-12-17 10:25:50.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.139e-04, size: 672, ETA: 5:42:52
2024-12-17 10:25:53.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.137e-04, size: 576, ETA: 5:42:50
2024-12-17 10:25:55.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.136e-04, size: 608, ETA: 5:42:48
2024-12-17 10:25:58.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.135e-04, size: 704, ETA: 5:42:46
2024-12-17 10:26:00.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.134e-04, size: 672, ETA: 5:42:43
2024-12-17 10:26:02.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.132e-04, size: 640, ETA: 5:42:41
2024-12-17 10:26:04.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.131e-04, size: 672, ETA: 5:42:39
2024-12-17 10:26:06.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.130e-04, size: 544, ETA: 5:42:37
2024-12-17 10:26:08.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.128e-04, size: 576, ETA: 5:42:34
2024-12-17 10:26:10.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.127e-04, size: 704, ETA: 5:42:32
2024-12-17 10:26:12.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.126e-04, size: 576, ETA: 5:42:30
2024-12-17 10:26:15.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.124e-04, size: 608, ETA: 5:42:28
2024-12-17 10:26:17.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.123e-04, size: 704, ETA: 5:42:26
2024-12-17 10:26:20.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.122e-04, size: 704, ETA: 5:42:24
2024-12-17 10:26:23.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.120e-04, size: 672, ETA: 5:42:22
2024-12-17 10:26:26.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.119e-04, size: 608, ETA: 5:42:20
2024-12-17 10:26:27.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.118e-04, size: 640, ETA: 5:42:17
2024-12-17 10:26:29.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.117e-04, size: 704, ETA: 5:42:15
2024-12-17 10:26:31.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.115e-04, size: 736, ETA: 5:42:13
2024-12-17 10:26:34.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.114e-04, size: 736, ETA: 5:42:11
2024-12-17 10:26:36.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.113e-04, size: 576, ETA: 5:42:08
2024-12-17 10:26:37.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.111e-04, size: 608, ETA: 5:42:06
2024-12-17 10:26:40.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.110e-04, size: 736, ETA: 5:42:04
2024-12-17 10:26:43.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.109e-04, size: 736, ETA: 5:42:02
2024-12-17 10:26:45.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.107e-04, size: 704, ETA: 5:42:00
2024-12-17 10:26:48.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.106e-04, size: 608, ETA: 5:41:58
2024-12-17 10:26:50.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.105e-04, size: 640, ETA: 5:41:56
2024-12-17 10:26:52.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.103e-04, size: 544, ETA: 5:41:53
2024-12-17 10:26:54.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.102e-04, size: 736, ETA: 5:41:51
2024-12-17 10:26:56.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.101e-04, size: 704, ETA: 5:41:49
2024-12-17 10:26:59.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.100e-04, size: 640, ETA: 5:41:47
2024-12-17 10:27:01.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.098e-04, size: 640, ETA: 5:41:45
2024-12-17 10:27:03.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.097e-04, size: 640, ETA: 5:41:42
2024-12-17 10:27:05.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.096e-04, size: 672, ETA: 5:41:40
2024-12-17 10:27:07.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.094e-04, size: 704, ETA: 5:41:38
2024-12-17 10:27:09.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.093e-04, size: 576, ETA: 5:41:35
2024-12-17 10:27:11.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.092e-04, size: 672, ETA: 5:41:33
2024-12-17 10:27:14.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.090e-04, size: 704, ETA: 5:41:31
2024-12-17 10:27:16.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.089e-04, size: 672, ETA: 5:41:29
2024-12-17 10:27:18.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.088e-04, size: 736, ETA: 5:41:27
2024-12-17 10:27:21.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.086e-04, size: 704, ETA: 5:41:25
2024-12-17 10:27:23.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.085e-04, size: 672, ETA: 5:41:23
2024-12-17 10:27:26.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.084e-04, size: 608, ETA: 5:41:21
2024-12-17 10:27:28.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.083e-04, size: 576, ETA: 5:41:18
2024-12-17 10:27:30.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.081e-04, size: 704, ETA: 5:41:16
2024-12-17 10:27:32.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.080e-04, size: 608, ETA: 5:41:14
2024-12-17 10:27:34.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.079e-04, size: 672, ETA: 5:41:11
2024-12-17 10:27:36.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.077e-04, size: 672, ETA: 5:41:09
2024-12-17 10:27:38.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.076e-04, size: 608, ETA: 5:41:07
2024-12-17 10:27:40.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 6.075e-04, size: 672, ETA: 5:41:05
2024-12-17 10:27:43.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.073e-04, size: 672, ETA: 5:41:03
2024-12-17 10:27:45.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.072e-04, size: 736, ETA: 5:41:00
2024-12-17 10:27:48.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.287s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.071e-04, size: 640, ETA: 5:40:59
2024-12-17 10:27:51.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.070e-04, size: 544, ETA: 5:40:57
2024-12-17 10:27:54.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.068e-04, size: 544, ETA: 5:40:55
2024-12-17 10:27:56.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.067e-04, size: 544, ETA: 5:40:52
2024-12-17 10:27:58.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.066e-04, size: 736, ETA: 5:40:50
2024-12-17 10:28:00.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.064e-04, size: 704, ETA: 5:40:48
2024-12-17 10:28:02.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.063e-04, size: 576, ETA: 5:40:45
2024-12-17 10:28:04.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.062e-04, size: 576, ETA: 5:40:43
2024-12-17 10:28:06.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.060e-04, size: 544, ETA: 5:40:41
2024-12-17 10:28:08.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 6.059e-04, size: 704, ETA: 5:40:39
2024-12-17 10:28:11.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.058e-04, size: 544, ETA: 5:40:37
2024-12-17 10:28:13.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.056e-04, size: 640, ETA: 5:40:35
2024-12-17 10:28:16.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.055e-04, size: 704, ETA: 5:40:33
2024-12-17 10:28:18.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.054e-04, size: 640, ETA: 5:40:31
2024-12-17 10:28:20.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.053e-04, size: 608, ETA: 5:40:28
2024-12-17 10:28:22.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.051e-04, size: 736, ETA: 5:40:26
2024-12-17 10:28:24.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.050e-04, size: 576, ETA: 5:40:24
2024-12-17 10:28:27.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.049e-04, size: 736, ETA: 5:40:21
2024-12-17 10:28:29.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.047e-04, size: 736, ETA: 5:40:19
2024-12-17 10:28:31.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.046e-04, size: 704, ETA: 5:40:17
2024-12-17 10:28:34.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.045e-04, size: 736, ETA: 5:40:15
2024-12-17 10:28:36.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.043e-04, size: 576, ETA: 5:40:13
2024-12-17 10:28:38.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 6.042e-04, size: 544, ETA: 5:40:11
2024-12-17 10:28:41.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.041e-04, size: 576, ETA: 5:40:09
2024-12-17 10:28:44.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.040e-04, size: 704, ETA: 5:40:07
2024-12-17 10:28:46.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.038e-04, size: 640, ETA: 5:40:05
2024-12-17 10:28:48.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 6.037e-04, size: 736, ETA: 5:40:02
2024-12-17 10:28:50.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.036e-04, size: 640, ETA: 5:40:00
2024-12-17 10:28:52.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.034e-04, size: 544, ETA: 5:39:58
2024-12-17 10:28:54.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.033e-04, size: 544, ETA: 5:39:55
2024-12-17 10:28:56.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.032e-04, size: 672, ETA: 5:39:53
2024-12-17 10:28:58.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.030e-04, size: 608, ETA: 5:39:51
2024-12-17 10:29:00.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.029e-04, size: 544, ETA: 5:39:49
2024-12-17 10:29:02.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.028e-04, size: 544, ETA: 5:39:46
2024-12-17 10:29:04.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.027e-04, size: 736, ETA: 5:39:44
2024-12-17 10:29:06.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 6.025e-04, size: 704, ETA: 5:39:42
2024-12-17 10:29:08.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.024e-04, size: 544, ETA: 5:39:39
2024-12-17 10:29:11.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.023e-04, size: 640, ETA: 5:39:37
2024-12-17 10:29:13.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.021e-04, size: 736, ETA: 5:39:35
2024-12-17 10:29:16.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.020e-04, size: 608, ETA: 5:39:33
2024-12-17 10:29:18.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.019e-04, size: 672, ETA: 5:39:31
2024-12-17 10:29:21.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.017e-04, size: 704, ETA: 5:39:29
2024-12-17 10:29:23.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.016e-04, size: 736, ETA: 5:39:27
2024-12-17 10:29:26.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 6.015e-04, size: 544, ETA: 5:39:25
2024-12-17 10:29:28.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.014e-04, size: 576, ETA: 5:39:23
2024-12-17 10:29:30.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 6.012e-04, size: 608, ETA: 5:39:21
2024-12-17 10:29:33.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 6.011e-04, size: 544, ETA: 5:39:19
2024-12-17 10:29:35.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 6.010e-04, size: 704, ETA: 5:39:16
2024-12-17 10:29:37.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.008e-04, size: 640, ETA: 5:39:14
2024-12-17 10:29:39.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.007e-04, size: 640, ETA: 5:39:12
2024-12-17 10:29:41.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.006e-04, size: 576, ETA: 5:39:09
2024-12-17 10:29:43.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 6.005e-04, size: 704, ETA: 5:39:07
2024-12-17 10:29:45.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.003e-04, size: 672, ETA: 5:39:05
2024-12-17 10:29:48.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 6.002e-04, size: 672, ETA: 5:39:03
2024-12-17 10:29:50.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 6.001e-04, size: 576, ETA: 5:39:01
2024-12-17 10:29:52.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.999e-04, size: 576, ETA: 5:38:59
2024-12-17 10:29:55.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.276s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.998e-04, size: 608, ETA: 5:38:57
2024-12-17 10:29:58.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.997e-04, size: 640, ETA: 5:38:55
2024-12-17 10:30:00.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.228s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.995e-04, size: 640, ETA: 5:38:53
2024-12-17 10:30:02.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.006s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.994e-04, size: 704, ETA: 5:38:50
2024-12-17 10:30:04.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.993e-04, size: 608, ETA: 5:38:48
2024-12-17 10:30:06.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.992e-04, size: 576, ETA: 5:38:46
2024-12-17 10:30:08.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.990e-04, size: 576, ETA: 5:38:43
2024-12-17 10:30:10.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.989e-04, size: 704, ETA: 5:38:41
2024-12-17 10:30:12.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 72/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.988e-04, size: 576, ETA: 5:38:39
2024-12-17 10:30:13.733 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 10:30:14.162 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch73
2024-12-17 10:30:16.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.986e-04, size: 640, ETA: 5:38:36
2024-12-17 10:30:19.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.985e-04, size: 736, ETA: 5:38:34
2024-12-17 10:30:22.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.983e-04, size: 672, ETA: 5:38:32
2024-12-17 10:30:25.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.288s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.982e-04, size: 736, ETA: 5:38:30
2024-12-17 10:30:27.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.981e-04, size: 736, ETA: 5:38:28
2024-12-17 10:30:29.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.979e-04, size: 576, ETA: 5:38:25
2024-12-17 10:30:31.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.978e-04, size: 544, ETA: 5:38:23
2024-12-17 10:30:33.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.977e-04, size: 672, ETA: 5:38:21
2024-12-17 10:30:35.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.976e-04, size: 544, ETA: 5:38:19
2024-12-17 10:30:37.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.974e-04, size: 704, ETA: 5:38:16
2024-12-17 10:30:39.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.973e-04, size: 704, ETA: 5:38:14
2024-12-17 10:30:41.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.972e-04, size: 544, ETA: 5:38:12
2024-12-17 10:30:43.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.970e-04, size: 576, ETA: 5:38:09
2024-12-17 10:30:45.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.969e-04, size: 544, ETA: 5:38:07
2024-12-17 10:30:47.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.968e-04, size: 736, ETA: 5:38:05
2024-12-17 10:30:50.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.966e-04, size: 576, ETA: 5:38:03
2024-12-17 10:30:52.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.965e-04, size: 544, ETA: 5:38:01
2024-12-17 10:30:55.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.964e-04, size: 608, ETA: 5:37:59
2024-12-17 10:30:57.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.963e-04, size: 736, ETA: 5:37:57
2024-12-17 10:31:00.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.961e-04, size: 640, ETA: 5:37:55
2024-12-17 10:31:02.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.960e-04, size: 672, ETA: 5:37:52
2024-12-17 10:31:04.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.959e-04, size: 672, ETA: 5:37:50
2024-12-17 10:31:06.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.957e-04, size: 736, ETA: 5:37:48
2024-12-17 10:31:08.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.956e-04, size: 544, ETA: 5:37:45
2024-12-17 10:31:09.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.955e-04, size: 608, ETA: 5:37:43
2024-12-17 10:31:12.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.954e-04, size: 576, ETA: 5:37:41
2024-12-17 10:31:14.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.952e-04, size: 704, ETA: 5:37:39
2024-12-17 10:31:17.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.951e-04, size: 704, ETA: 5:37:37
2024-12-17 10:31:20.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.950e-04, size: 704, ETA: 5:37:35
2024-12-17 10:31:22.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.948e-04, size: 704, ETA: 5:37:33
2024-12-17 10:31:24.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.947e-04, size: 672, ETA: 5:37:30
2024-12-17 10:31:26.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.946e-04, size: 640, ETA: 5:37:28
2024-12-17 10:31:27.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.945e-04, size: 576, ETA: 5:37:25
2024-12-17 10:31:30.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.943e-04, size: 736, ETA: 5:37:23
2024-12-17 10:31:32.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.942e-04, size: 576, ETA: 5:37:21
2024-12-17 10:31:35.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.941e-04, size: 672, ETA: 5:37:19
2024-12-17 10:31:37.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.939e-04, size: 736, ETA: 5:37:17
2024-12-17 10:31:39.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.938e-04, size: 640, ETA: 5:37:15
2024-12-17 10:31:42.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.937e-04, size: 672, ETA: 5:37:13
2024-12-17 10:31:44.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.935e-04, size: 608, ETA: 5:37:11
2024-12-17 10:31:46.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.934e-04, size: 608, ETA: 5:37:08
2024-12-17 10:31:48.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.933e-04, size: 672, ETA: 5:37:06
2024-12-17 10:31:51.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.932e-04, size: 672, ETA: 5:37:04
2024-12-17 10:31:53.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 5.930e-04, size: 736, ETA: 5:37:02
2024-12-17 10:31:56.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.929e-04, size: 576, ETA: 5:37:00
2024-12-17 10:31:58.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.928e-04, size: 736, ETA: 5:36:58
2024-12-17 10:32:01.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.2, lr: 5.926e-04, size: 544, ETA: 5:36:56
2024-12-17 10:32:03.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.925e-04, size: 640, ETA: 5:36:54
2024-12-17 10:32:06.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.252s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.924e-04, size: 640, ETA: 5:36:52
2024-12-17 10:32:08.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.923e-04, size: 704, ETA: 5:36:49
2024-12-17 10:32:10.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.921e-04, size: 640, ETA: 5:36:47
2024-12-17 10:32:12.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.920e-04, size: 736, ETA: 5:36:45
2024-12-17 10:32:14.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.919e-04, size: 544, ETA: 5:36:43
2024-12-17 10:32:16.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.917e-04, size: 672, ETA: 5:36:40
2024-12-17 10:32:18.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.916e-04, size: 544, ETA: 5:36:38
2024-12-17 10:32:20.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.915e-04, size: 576, ETA: 5:36:36
2024-12-17 10:32:23.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.914e-04, size: 736, ETA: 5:36:34
2024-12-17 10:32:25.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.912e-04, size: 672, ETA: 5:36:32
2024-12-17 10:32:28.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.911e-04, size: 608, ETA: 5:36:29
2024-12-17 10:32:30.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.910e-04, size: 544, ETA: 5:36:27
2024-12-17 10:32:32.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.908e-04, size: 544, ETA: 5:36:25
2024-12-17 10:32:34.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.907e-04, size: 640, ETA: 5:36:23
2024-12-17 10:32:36.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.906e-04, size: 576, ETA: 5:36:20
2024-12-17 10:32:38.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.905e-04, size: 544, ETA: 5:36:18
2024-12-17 10:32:40.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.903e-04, size: 672, ETA: 5:36:16
2024-12-17 10:32:43.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.902e-04, size: 672, ETA: 5:36:14
2024-12-17 10:32:45.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.901e-04, size: 608, ETA: 5:36:12
2024-12-17 10:32:47.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.899e-04, size: 544, ETA: 5:36:09
2024-12-17 10:32:49.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.898e-04, size: 576, ETA: 5:36:07
2024-12-17 10:32:52.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.897e-04, size: 736, ETA: 5:36:05
2024-12-17 10:32:54.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.896e-04, size: 608, ETA: 5:36:03
2024-12-17 10:32:56.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.894e-04, size: 736, ETA: 5:36:00
2024-12-17 10:32:58.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.893e-04, size: 608, ETA: 5:35:58
2024-12-17 10:33:00.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.892e-04, size: 640, ETA: 5:35:56
2024-12-17 10:33:02.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.890e-04, size: 704, ETA: 5:35:54
2024-12-17 10:33:04.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.889e-04, size: 608, ETA: 5:35:51
2024-12-17 10:33:07.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.888e-04, size: 544, ETA: 5:35:49
2024-12-17 10:33:09.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.887e-04, size: 736, ETA: 5:35:47
2024-12-17 10:33:12.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.885e-04, size: 736, ETA: 5:35:46
2024-12-17 10:33:15.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.884e-04, size: 576, ETA: 5:35:44
2024-12-17 10:33:17.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.883e-04, size: 608, ETA: 5:35:41
2024-12-17 10:33:19.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.881e-04, size: 544, ETA: 5:35:39
2024-12-17 10:33:21.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.880e-04, size: 672, ETA: 5:35:37
2024-12-17 10:33:23.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.879e-04, size: 672, ETA: 5:35:34
2024-12-17 10:33:25.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.878e-04, size: 576, ETA: 5:35:32
2024-12-17 10:33:27.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.876e-04, size: 736, ETA: 5:35:30
2024-12-17 10:33:30.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.875e-04, size: 672, ETA: 5:35:28
2024-12-17 10:33:32.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.874e-04, size: 672, ETA: 5:35:26
2024-12-17 10:33:35.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.872e-04, size: 672, ETA: 5:35:24
2024-12-17 10:33:37.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.871e-04, size: 608, ETA: 5:35:22
2024-12-17 10:33:40.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.870e-04, size: 640, ETA: 5:35:20
2024-12-17 10:33:42.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.869e-04, size: 672, ETA: 5:35:18
2024-12-17 10:33:44.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.867e-04, size: 544, ETA: 5:35:15
2024-12-17 10:33:46.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.866e-04, size: 672, ETA: 5:35:13
2024-12-17 10:33:48.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.865e-04, size: 704, ETA: 5:35:11
2024-12-17 10:33:50.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.863e-04, size: 544, ETA: 5:35:08
2024-12-17 10:33:52.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.862e-04, size: 672, ETA: 5:35:06
2024-12-17 10:33:54.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.861e-04, size: 640, ETA: 5:35:04
2024-12-17 10:33:56.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.860e-04, size: 608, ETA: 5:35:01
2024-12-17 10:33:58.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.858e-04, size: 704, ETA: 5:34:59
2024-12-17 10:34:00.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.857e-04, size: 544, ETA: 5:34:56
2024-12-17 10:34:02.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.856e-04, size: 544, ETA: 5:34:54
2024-12-17 10:34:03.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.855e-04, size: 608, ETA: 5:34:52
2024-12-17 10:34:06.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.853e-04, size: 640, ETA: 5:34:49
2024-12-17 10:34:08.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.852e-04, size: 608, ETA: 5:34:47
2024-12-17 10:34:11.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.851e-04, size: 576, ETA: 5:34:45
2024-12-17 10:34:13.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.849e-04, size: 608, ETA: 5:34:43
2024-12-17 10:34:16.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.848e-04, size: 736, ETA: 5:34:41
2024-12-17 10:34:18.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.847e-04, size: 544, ETA: 5:34:39
2024-12-17 10:34:19.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.846e-04, size: 576, ETA: 5:34:36
2024-12-17 10:34:21.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.844e-04, size: 576, ETA: 5:34:34
2024-12-17 10:34:23.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.843e-04, size: 672, ETA: 5:34:32
2024-12-17 10:34:25.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 5.842e-04, size: 736, ETA: 5:34:29
2024-12-17 10:34:28.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.840e-04, size: 704, ETA: 5:34:27
2024-12-17 10:34:30.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.839e-04, size: 608, ETA: 5:34:25
2024-12-17 10:34:33.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.838e-04, size: 736, ETA: 5:34:23
2024-12-17 10:34:35.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.837e-04, size: 704, ETA: 5:34:21
2024-12-17 10:34:38.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.835e-04, size: 544, ETA: 5:34:19
2024-12-17 10:34:40.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.834e-04, size: 576, ETA: 5:34:17
2024-12-17 10:34:42.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.833e-04, size: 640, ETA: 5:34:15
2024-12-17 10:34:44.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.831e-04, size: 544, ETA: 5:34:12
2024-12-17 10:34:46.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.830e-04, size: 736, ETA: 5:34:10
2024-12-17 10:34:48.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.829e-04, size: 672, ETA: 5:34:08
2024-12-17 10:34:51.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.828e-04, size: 672, ETA: 5:34:06
2024-12-17 10:34:53.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.826e-04, size: 704, ETA: 5:34:03
2024-12-17 10:34:55.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.825e-04, size: 736, ETA: 5:34:01
2024-12-17 10:34:58.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.824e-04, size: 736, ETA: 5:33:59
2024-12-17 10:35:01.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.823e-04, size: 736, ETA: 5:33:57
2024-12-17 10:35:03.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.821e-04, size: 544, ETA: 5:33:55
2024-12-17 10:35:06.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.820e-04, size: 608, ETA: 5:33:53
2024-12-17 10:35:08.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.819e-04, size: 544, ETA: 5:33:51
2024-12-17 10:35:10.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.817e-04, size: 640, ETA: 5:33:49
2024-12-17 10:35:12.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.816e-04, size: 672, ETA: 5:33:47
2024-12-17 10:35:14.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.815e-04, size: 704, ETA: 5:33:44
2024-12-17 10:35:16.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.814e-04, size: 672, ETA: 5:33:42
2024-12-17 10:35:18.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.812e-04, size: 544, ETA: 5:33:40
2024-12-17 10:35:20.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.811e-04, size: 672, ETA: 5:33:37
2024-12-17 10:35:23.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.810e-04, size: 640, ETA: 5:33:35
2024-12-17 10:35:25.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.808e-04, size: 576, ETA: 5:33:33
2024-12-17 10:35:28.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.807e-04, size: 608, ETA: 5:33:31
2024-12-17 10:35:31.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.806e-04, size: 704, ETA: 5:33:30
2024-12-17 10:35:33.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.805e-04, size: 544, ETA: 5:33:27
2024-12-17 10:35:35.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.803e-04, size: 544, ETA: 5:33:25
2024-12-17 10:35:37.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.802e-04, size: 544, ETA: 5:33:22
2024-12-17 10:35:39.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.801e-04, size: 640, ETA: 5:33:20
2024-12-17 10:35:41.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.800e-04, size: 672, ETA: 5:33:18
2024-12-17 10:35:43.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.798e-04, size: 576, ETA: 5:33:15
2024-12-17 10:35:45.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.797e-04, size: 704, ETA: 5:33:13
2024-12-17 10:35:47.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 5.796e-04, size: 608, ETA: 5:33:11
2024-12-17 10:35:50.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.794e-04, size: 640, ETA: 5:33:09
2024-12-17 10:35:52.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.793e-04, size: 640, ETA: 5:33:07
2024-12-17 10:35:55.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.792e-04, size: 608, ETA: 5:33:05
2024-12-17 10:35:58.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.791e-04, size: 736, ETA: 5:33:03
2024-12-17 10:36:00.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.789e-04, size: 736, ETA: 5:33:01
2024-12-17 10:36:01.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.788e-04, size: 576, ETA: 5:32:58
2024-12-17 10:36:03.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.787e-04, size: 544, ETA: 5:32:56
2024-12-17 10:36:05.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.786e-04, size: 544, ETA: 5:32:54
2024-12-17 10:36:07.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.784e-04, size: 544, ETA: 5:32:51
2024-12-17 10:36:09.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.783e-04, size: 736, ETA: 5:32:49
2024-12-17 10:36:12.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.782e-04, size: 736, ETA: 5:32:47
2024-12-17 10:36:14.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.780e-04, size: 736, ETA: 5:32:45
2024-12-17 10:36:17.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.779e-04, size: 576, ETA: 5:32:43
2024-12-17 10:36:19.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.778e-04, size: 672, ETA: 5:32:41
2024-12-17 10:36:22.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.777e-04, size: 672, ETA: 5:32:39
2024-12-17 10:36:24.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.775e-04, size: 736, ETA: 5:32:36
2024-12-17 10:36:26.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.774e-04, size: 640, ETA: 5:32:34
2024-12-17 10:36:28.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.773e-04, size: 704, ETA: 5:32:32
2024-12-17 10:36:30.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.772e-04, size: 704, ETA: 5:32:29
2024-12-17 10:36:32.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.770e-04, size: 704, ETA: 5:32:27
2024-12-17 10:36:34.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.769e-04, size: 544, ETA: 5:32:25
2024-12-17 10:36:36.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.768e-04, size: 672, ETA: 5:32:23
2024-12-17 10:36:38.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.766e-04, size: 640, ETA: 5:32:20
2024-12-17 10:36:41.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.765e-04, size: 544, ETA: 5:32:18
2024-12-17 10:36:43.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.764e-04, size: 640, ETA: 5:32:16
2024-12-17 10:36:46.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.763e-04, size: 736, ETA: 5:32:14
2024-12-17 10:36:48.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.761e-04, size: 640, ETA: 5:32:12
2024-12-17 10:36:50.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.760e-04, size: 704, ETA: 5:32:10
2024-12-17 10:36:52.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.759e-04, size: 576, ETA: 5:32:07
2024-12-17 10:36:54.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.758e-04, size: 640, ETA: 5:32:05
2024-12-17 10:36:56.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.756e-04, size: 704, ETA: 5:32:03
2024-12-17 10:36:58.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.755e-04, size: 640, ETA: 5:32:00
2024-12-17 10:37:00.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.754e-04, size: 672, ETA: 5:31:58
2024-12-17 10:37:02.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.752e-04, size: 576, ETA: 5:31:56
2024-12-17 10:37:04.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.751e-04, size: 544, ETA: 5:31:54
2024-12-17 10:37:07.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.750e-04, size: 640, ETA: 5:31:52
2024-12-17 10:37:10.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.749e-04, size: 544, ETA: 5:31:50
2024-12-17 10:37:12.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.747e-04, size: 672, ETA: 5:31:48
2024-12-17 10:37:14.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.746e-04, size: 608, ETA: 5:31:45
2024-12-17 10:37:16.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.745e-04, size: 608, ETA: 5:31:43
2024-12-17 10:37:18.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.744e-04, size: 576, ETA: 5:31:41
2024-12-17 10:37:20.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.742e-04, size: 608, ETA: 5:31:38
2024-12-17 10:37:22.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.741e-04, size: 640, ETA: 5:31:36
2024-12-17 10:37:24.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.740e-04, size: 544, ETA: 5:31:34
2024-12-17 10:37:27.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.739e-04, size: 576, ETA: 5:31:32
2024-12-17 10:37:30.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.737e-04, size: 576, ETA: 5:31:30
2024-12-17 10:37:32.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.736e-04, size: 544, ETA: 5:31:28
2024-12-17 10:37:35.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.735e-04, size: 672, ETA: 5:31:26
2024-12-17 10:37:37.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.733e-04, size: 544, ETA: 5:31:24
2024-12-17 10:37:40.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.732e-04, size: 576, ETA: 5:31:22
2024-12-17 10:37:43.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.731e-04, size: 640, ETA: 5:31:20
2024-12-17 10:37:45.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.730e-04, size: 704, ETA: 5:31:18
2024-12-17 10:37:48.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.728e-04, size: 736, ETA: 5:31:16
2024-12-17 10:37:51.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.727e-04, size: 736, ETA: 5:31:14
2024-12-17 10:37:54.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.324s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.726e-04, size: 736, ETA: 5:31:13
2024-12-17 10:37:57.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.725e-04, size: 672, ETA: 5:31:11
2024-12-17 10:38:00.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.723e-04, size: 672, ETA: 5:31:09
2024-12-17 10:38:02.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.722e-04, size: 544, ETA: 5:31:07
2024-12-17 10:38:05.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.721e-04, size: 736, ETA: 5:31:05
2024-12-17 10:38:08.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 5.720e-04, size: 544, ETA: 5:31:03
2024-12-17 10:38:11.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.718e-04, size: 736, ETA: 5:31:01
2024-12-17 10:38:14.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.717e-04, size: 704, ETA: 5:30:59
2024-12-17 10:38:17.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.716e-04, size: 576, ETA: 5:30:57
2024-12-17 10:38:20.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.714e-04, size: 736, ETA: 5:30:55
2024-12-17 10:38:23.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.713e-04, size: 544, ETA: 5:30:54
2024-12-17 10:38:25.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.712e-04, size: 544, ETA: 5:30:52
2024-12-17 10:38:28.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.711e-04, size: 544, ETA: 5:30:50
2024-12-17 10:38:30.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.709e-04, size: 576, ETA: 5:30:48
2024-12-17 10:38:33.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.284s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.708e-04, size: 640, ETA: 5:30:46
2024-12-17 10:38:36.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.707e-04, size: 576, ETA: 5:30:44
2024-12-17 10:38:38.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.706e-04, size: 608, ETA: 5:30:41
2024-12-17 10:38:40.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.704e-04, size: 544, ETA: 5:30:39
2024-12-17 10:38:43.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.703e-04, size: 608, ETA: 5:30:37
2024-12-17 10:38:45.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.702e-04, size: 608, ETA: 5:30:35
2024-12-17 10:38:48.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.701e-04, size: 672, ETA: 5:30:33
2024-12-17 10:38:50.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.699e-04, size: 704, ETA: 5:30:31
2024-12-17 10:38:52.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.698e-04, size: 576, ETA: 5:30:29
2024-12-17 10:38:55.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.697e-04, size: 608, ETA: 5:30:27
2024-12-17 10:38:57.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.695e-04, size: 576, ETA: 5:30:25
2024-12-17 10:39:00.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.694e-04, size: 672, ETA: 5:30:23
2024-12-17 10:39:02.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.693e-04, size: 640, ETA: 5:30:20
2024-12-17 10:39:04.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.692e-04, size: 640, ETA: 5:30:18
2024-12-17 10:39:06.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.690e-04, size: 704, ETA: 5:30:16
2024-12-17 10:39:08.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.689e-04, size: 544, ETA: 5:30:13
2024-12-17 10:39:10.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.688e-04, size: 704, ETA: 5:30:11
2024-12-17 10:39:13.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.687e-04, size: 544, ETA: 5:30:09
2024-12-17 10:39:15.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 5.685e-04, size: 544, ETA: 5:30:07
2024-12-17 10:39:17.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.020s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.684e-04, size: 608, ETA: 5:30:05
2024-12-17 10:39:20.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.683e-04, size: 672, ETA: 5:30:03
2024-12-17 10:39:22.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.682e-04, size: 576, ETA: 5:30:00
2024-12-17 10:39:24.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.680e-04, size: 640, ETA: 5:29:58
2024-12-17 10:39:26.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.679e-04, size: 704, ETA: 5:29:56
2024-12-17 10:39:28.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 73/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.678e-04, size: 704, ETA: 5:29:53
2024-12-17 10:39:29.350 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 10:39:29.767 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch74
2024-12-17 10:39:31.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.676e-04, size: 608, ETA: 5:29:50
2024-12-17 10:39:33.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.675e-04, size: 736, ETA: 5:29:48
2024-12-17 10:39:36.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.673e-04, size: 576, ETA: 5:29:46
2024-12-17 10:39:38.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.672e-04, size: 640, ETA: 5:29:44
2024-12-17 10:39:41.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.671e-04, size: 704, ETA: 5:29:42
2024-12-17 10:39:43.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.670e-04, size: 608, ETA: 5:29:40
2024-12-17 10:39:46.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.668e-04, size: 608, ETA: 5:29:38
2024-12-17 10:39:48.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.667e-04, size: 736, ETA: 5:29:35
2024-12-17 10:39:50.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.666e-04, size: 672, ETA: 5:29:33
2024-12-17 10:39:52.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.665e-04, size: 608, ETA: 5:29:31
2024-12-17 10:39:54.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.663e-04, size: 736, ETA: 5:29:28
2024-12-17 10:39:56.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.662e-04, size: 704, ETA: 5:29:26
2024-12-17 10:39:59.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.661e-04, size: 576, ETA: 5:29:24
2024-12-17 10:40:01.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.660e-04, size: 672, ETA: 5:29:22
2024-12-17 10:40:04.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.658e-04, size: 608, ETA: 5:29:20
2024-12-17 10:40:06.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.657e-04, size: 608, ETA: 5:29:18
2024-12-17 10:40:08.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.656e-04, size: 704, ETA: 5:29:15
2024-12-17 10:40:10.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.655e-04, size: 672, ETA: 5:29:13
2024-12-17 10:40:12.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.653e-04, size: 672, ETA: 5:29:11
2024-12-17 10:40:14.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.652e-04, size: 544, ETA: 5:29:09
2024-12-17 10:40:16.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.651e-04, size: 544, ETA: 5:29:06
2024-12-17 10:40:18.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.650e-04, size: 608, ETA: 5:29:04
2024-12-17 10:40:20.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 5.648e-04, size: 640, ETA: 5:29:02
2024-12-17 10:40:23.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.647e-04, size: 704, ETA: 5:29:00
2024-12-17 10:40:25.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.646e-04, size: 672, ETA: 5:28:58
2024-12-17 10:40:28.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.645e-04, size: 640, ETA: 5:28:56
2024-12-17 10:40:30.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.643e-04, size: 608, ETA: 5:28:54
2024-12-17 10:40:32.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.642e-04, size: 544, ETA: 5:28:51
2024-12-17 10:40:34.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.641e-04, size: 576, ETA: 5:28:49
2024-12-17 10:40:37.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 5.639e-04, size: 576, ETA: 5:28:47
2024-12-17 10:40:39.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.638e-04, size: 736, ETA: 5:28:45
2024-12-17 10:40:42.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.637e-04, size: 672, ETA: 5:28:43
2024-12-17 10:40:44.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.636e-04, size: 576, ETA: 5:28:41
2024-12-17 10:40:47.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.634e-04, size: 608, ETA: 5:28:39
2024-12-17 10:40:49.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.633e-04, size: 704, ETA: 5:28:36
2024-12-17 10:40:51.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.632e-04, size: 672, ETA: 5:28:34
2024-12-17 10:40:53.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.631e-04, size: 576, ETA: 5:28:32
2024-12-17 10:40:55.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.629e-04, size: 544, ETA: 5:28:30
2024-12-17 10:40:57.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.628e-04, size: 608, ETA: 5:28:27
2024-12-17 10:40:59.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.627e-04, size: 704, ETA: 5:28:25
2024-12-17 10:41:01.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.626e-04, size: 736, ETA: 5:28:23
2024-12-17 10:41:03.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.624e-04, size: 736, ETA: 5:28:20
2024-12-17 10:41:06.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.623e-04, size: 576, ETA: 5:28:18
2024-12-17 10:41:08.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.622e-04, size: 544, ETA: 5:28:16
2024-12-17 10:41:11.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.621e-04, size: 576, ETA: 5:28:14
2024-12-17 10:41:13.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.619e-04, size: 704, ETA: 5:28:12
2024-12-17 10:41:15.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.618e-04, size: 640, ETA: 5:28:10
2024-12-17 10:41:17.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 5.617e-04, size: 704, ETA: 5:28:08
2024-12-17 10:41:19.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.616e-04, size: 736, ETA: 5:28:05
2024-12-17 10:41:21.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.614e-04, size: 640, ETA: 5:28:03
2024-12-17 10:41:24.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.613e-04, size: 544, ETA: 5:28:01
2024-12-17 10:41:26.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.612e-04, size: 544, ETA: 5:27:58
2024-12-17 10:41:28.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.611e-04, size: 640, ETA: 5:27:56
2024-12-17 10:41:30.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.609e-04, size: 736, ETA: 5:27:54
2024-12-17 10:41:33.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.608e-04, size: 544, ETA: 5:27:52
2024-12-17 10:41:36.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.607e-04, size: 608, ETA: 5:27:50
2024-12-17 10:41:38.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.606e-04, size: 608, ETA: 5:27:48
2024-12-17 10:41:40.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.604e-04, size: 672, ETA: 5:27:46
2024-12-17 10:41:42.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.603e-04, size: 640, ETA: 5:27:43
2024-12-17 10:41:44.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.602e-04, size: 608, ETA: 5:27:41
2024-12-17 10:41:46.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.601e-04, size: 736, ETA: 5:27:39
2024-12-17 10:41:48.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.599e-04, size: 544, ETA: 5:27:36
2024-12-17 10:41:49.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.598e-04, size: 544, ETA: 5:27:34
2024-12-17 10:41:52.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.597e-04, size: 608, ETA: 5:27:32
2024-12-17 10:41:54.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.596e-04, size: 736, ETA: 5:27:30
2024-12-17 10:41:57.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.594e-04, size: 672, ETA: 5:27:28
2024-12-17 10:41:59.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.593e-04, size: 640, ETA: 5:27:25
2024-12-17 10:42:01.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.592e-04, size: 640, ETA: 5:27:23
2024-12-17 10:42:03.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.591e-04, size: 544, ETA: 5:27:21
2024-12-17 10:42:05.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.589e-04, size: 736, ETA: 5:27:19
2024-12-17 10:42:07.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.588e-04, size: 640, ETA: 5:27:16
2024-12-17 10:42:09.668 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.587e-04, size: 640, ETA: 5:27:14
2024-12-17 10:42:12.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.586e-04, size: 640, ETA: 5:27:12
2024-12-17 10:42:14.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.584e-04, size: 544, ETA: 5:27:10
2024-12-17 10:42:16.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.583e-04, size: 576, ETA: 5:27:08
2024-12-17 10:42:19.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.582e-04, size: 576, ETA: 5:27:05
2024-12-17 10:42:21.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.581e-04, size: 640, ETA: 5:27:03
2024-12-17 10:42:23.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.579e-04, size: 576, ETA: 5:27:01
2024-12-17 10:42:25.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.578e-04, size: 704, ETA: 5:26:59
2024-12-17 10:42:27.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.577e-04, size: 640, ETA: 5:26:56
2024-12-17 10:42:29.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.576e-04, size: 672, ETA: 5:26:54
2024-12-17 10:42:32.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.574e-04, size: 544, ETA: 5:26:52
2024-12-17 10:42:34.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.573e-04, size: 704, ETA: 5:26:50
2024-12-17 10:42:37.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.572e-04, size: 608, ETA: 5:26:48
2024-12-17 10:42:39.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.571e-04, size: 544, ETA: 5:26:46
2024-12-17 10:42:40.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.569e-04, size: 672, ETA: 5:26:43
2024-12-17 10:42:42.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.568e-04, size: 736, ETA: 5:26:41
2024-12-17 10:42:44.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.567e-04, size: 608, ETA: 5:26:38
2024-12-17 10:42:46.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.566e-04, size: 544, ETA: 5:26:36
2024-12-17 10:42:48.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.564e-04, size: 672, ETA: 5:26:34
2024-12-17 10:42:50.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.563e-04, size: 736, ETA: 5:26:31
2024-12-17 10:42:52.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.562e-04, size: 608, ETA: 5:26:29
2024-12-17 10:42:54.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.561e-04, size: 736, ETA: 5:26:27
2024-12-17 10:42:56.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.559e-04, size: 608, ETA: 5:26:25
2024-12-17 10:42:58.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.558e-04, size: 736, ETA: 5:26:22
2024-12-17 10:43:01.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.557e-04, size: 736, ETA: 5:26:20
2024-12-17 10:43:04.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.556e-04, size: 672, ETA: 5:26:18
2024-12-17 10:43:07.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.554e-04, size: 576, ETA: 5:26:16
2024-12-17 10:43:09.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.553e-04, size: 736, ETA: 5:26:14
2024-12-17 10:43:11.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.552e-04, size: 544, ETA: 5:26:12
2024-12-17 10:43:13.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.551e-04, size: 608, ETA: 5:26:10
2024-12-17 10:43:15.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.549e-04, size: 704, ETA: 5:26:07
2024-12-17 10:43:17.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.548e-04, size: 736, ETA: 5:26:05
2024-12-17 10:43:19.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.547e-04, size: 672, ETA: 5:26:03
2024-12-17 10:43:21.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.546e-04, size: 640, ETA: 5:26:00
2024-12-17 10:43:23.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.544e-04, size: 736, ETA: 5:25:58
2024-12-17 10:43:26.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.543e-04, size: 640, ETA: 5:25:56
2024-12-17 10:43:28.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.542e-04, size: 736, ETA: 5:25:54
2024-12-17 10:43:30.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.541e-04, size: 704, ETA: 5:25:52
2024-12-17 10:43:32.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.539e-04, size: 704, ETA: 5:25:49
2024-12-17 10:43:34.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.538e-04, size: 736, ETA: 5:25:47
2024-12-17 10:43:36.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.537e-04, size: 544, ETA: 5:25:45
2024-12-17 10:43:38.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.536e-04, size: 736, ETA: 5:25:43
2024-12-17 10:43:41.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.534e-04, size: 544, ETA: 5:25:41
2024-12-17 10:43:44.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.533e-04, size: 672, ETA: 5:25:39
2024-12-17 10:43:46.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.532e-04, size: 640, ETA: 5:25:37
2024-12-17 10:43:48.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.531e-04, size: 704, ETA: 5:25:34
2024-12-17 10:43:50.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.529e-04, size: 704, ETA: 5:25:32
2024-12-17 10:43:52.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.528e-04, size: 608, ETA: 5:25:30
2024-12-17 10:43:54.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.527e-04, size: 736, ETA: 5:25:27
2024-12-17 10:43:56.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.526e-04, size: 672, ETA: 5:25:25
2024-12-17 10:43:58.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.524e-04, size: 640, ETA: 5:25:23
2024-12-17 10:44:00.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.523e-04, size: 640, ETA: 5:25:21
2024-12-17 10:44:03.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.522e-04, size: 672, ETA: 5:25:18
2024-12-17 10:44:05.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.521e-04, size: 704, ETA: 5:25:16
2024-12-17 10:44:08.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.519e-04, size: 672, ETA: 5:25:14
2024-12-17 10:44:10.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.518e-04, size: 736, ETA: 5:25:12
2024-12-17 10:44:13.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.517e-04, size: 672, ETA: 5:25:10
2024-12-17 10:44:15.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.516e-04, size: 608, ETA: 5:25:08
2024-12-17 10:44:17.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.514e-04, size: 576, ETA: 5:25:05
2024-12-17 10:44:18.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.513e-04, size: 640, ETA: 5:25:03
2024-12-17 10:44:20.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.512e-04, size: 640, ETA: 5:25:01
2024-12-17 10:44:22.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.511e-04, size: 704, ETA: 5:24:58
2024-12-17 10:44:25.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.509e-04, size: 576, ETA: 5:24:56
2024-12-17 10:44:27.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.508e-04, size: 576, ETA: 5:24:54
2024-12-17 10:44:29.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.507e-04, size: 544, ETA: 5:24:52
2024-12-17 10:44:32.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.506e-04, size: 608, ETA: 5:24:50
2024-12-17 10:44:35.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.504e-04, size: 736, ETA: 5:24:48
2024-12-17 10:44:38.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.503e-04, size: 704, ETA: 5:24:46
2024-12-17 10:44:40.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.502e-04, size: 608, ETA: 5:24:44
2024-12-17 10:44:42.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.501e-04, size: 544, ETA: 5:24:41
2024-12-17 10:44:44.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.500e-04, size: 576, ETA: 5:24:39
2024-12-17 10:44:46.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.498e-04, size: 736, ETA: 5:24:37
2024-12-17 10:44:48.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.497e-04, size: 672, ETA: 5:24:35
2024-12-17 10:44:50.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.496e-04, size: 608, ETA: 5:24:32
2024-12-17 10:44:52.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.495e-04, size: 608, ETA: 5:24:30
2024-12-17 10:44:54.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.493e-04, size: 672, ETA: 5:24:28
2024-12-17 10:44:57.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.492e-04, size: 640, ETA: 5:24:26
2024-12-17 10:45:00.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.491e-04, size: 544, ETA: 5:24:24
2024-12-17 10:45:02.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.490e-04, size: 672, ETA: 5:24:22
2024-12-17 10:45:04.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.488e-04, size: 608, ETA: 5:24:19
2024-12-17 10:45:06.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.487e-04, size: 608, ETA: 5:24:17
2024-12-17 10:45:08.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.486e-04, size: 608, ETA: 5:24:15
2024-12-17 10:45:10.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.485e-04, size: 704, ETA: 5:24:12
2024-12-17 10:45:12.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.483e-04, size: 608, ETA: 5:24:10
2024-12-17 10:45:14.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.482e-04, size: 736, ETA: 5:24:08
2024-12-17 10:45:17.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.481e-04, size: 704, ETA: 5:24:06
2024-12-17 10:45:19.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.480e-04, size: 736, ETA: 5:24:04
2024-12-17 10:45:22.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.308s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.478e-04, size: 736, ETA: 5:24:02
2024-12-17 10:45:25.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.477e-04, size: 672, ETA: 5:24:00
2024-12-17 10:45:27.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.476e-04, size: 544, ETA: 5:23:58
2024-12-17 10:45:29.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.475e-04, size: 544, ETA: 5:23:55
2024-12-17 10:45:31.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.473e-04, size: 608, ETA: 5:23:53
2024-12-17 10:45:33.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.472e-04, size: 672, ETA: 5:23:51
2024-12-17 10:45:35.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.471e-04, size: 704, ETA: 5:23:49
2024-12-17 10:45:37.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.470e-04, size: 608, ETA: 5:23:46
2024-12-17 10:45:39.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.469e-04, size: 736, ETA: 5:23:44
2024-12-17 10:45:42.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.467e-04, size: 608, ETA: 5:23:42
2024-12-17 10:45:44.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.466e-04, size: 736, ETA: 5:23:40
2024-12-17 10:45:47.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.465e-04, size: 576, ETA: 5:23:38
2024-12-17 10:45:50.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.464e-04, size: 640, ETA: 5:23:36
2024-12-17 10:45:52.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.462e-04, size: 640, ETA: 5:23:34
2024-12-17 10:45:54.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.461e-04, size: 544, ETA: 5:23:31
2024-12-17 10:45:56.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.460e-04, size: 640, ETA: 5:23:29
2024-12-17 10:45:58.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.459e-04, size: 544, ETA: 5:23:27
2024-12-17 10:46:00.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.457e-04, size: 640, ETA: 5:23:24
2024-12-17 10:46:01.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.456e-04, size: 544, ETA: 5:23:22
2024-12-17 10:46:04.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.455e-04, size: 608, ETA: 5:23:20
2024-12-17 10:46:06.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.454e-04, size: 640, ETA: 5:23:18
2024-12-17 10:46:08.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.452e-04, size: 704, ETA: 5:23:16
2024-12-17 10:46:11.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.451e-04, size: 736, ETA: 5:23:14
2024-12-17 10:46:14.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.450e-04, size: 672, ETA: 5:23:12
2024-12-17 10:46:16.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.449e-04, size: 576, ETA: 5:23:09
2024-12-17 10:46:18.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.447e-04, size: 640, ETA: 5:23:07
2024-12-17 10:46:20.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.446e-04, size: 544, ETA: 5:23:05
2024-12-17 10:46:22.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.445e-04, size: 672, ETA: 5:23:02
2024-12-17 10:46:24.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.444e-04, size: 544, ETA: 5:23:00
2024-12-17 10:46:26.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.443e-04, size: 608, ETA: 5:22:58
2024-12-17 10:46:28.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.441e-04, size: 672, ETA: 5:22:55
2024-12-17 10:46:30.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.440e-04, size: 672, ETA: 5:22:53
2024-12-17 10:46:32.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.439e-04, size: 608, ETA: 5:22:51
2024-12-17 10:46:35.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.438e-04, size: 544, ETA: 5:22:49
2024-12-17 10:46:37.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.436e-04, size: 640, ETA: 5:22:47
2024-12-17 10:46:39.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.435e-04, size: 576, ETA: 5:22:45
2024-12-17 10:46:41.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.434e-04, size: 608, ETA: 5:22:42
2024-12-17 10:46:43.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.433e-04, size: 736, ETA: 5:22:40
2024-12-17 10:46:46.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.431e-04, size: 736, ETA: 5:22:38
2024-12-17 10:46:48.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.430e-04, size: 608, ETA: 5:22:36
2024-12-17 10:46:50.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.429e-04, size: 608, ETA: 5:22:33
2024-12-17 10:46:52.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.428e-04, size: 736, ETA: 5:22:31
2024-12-17 10:46:54.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.426e-04, size: 640, ETA: 5:22:29
2024-12-17 10:46:57.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.425e-04, size: 576, ETA: 5:22:27
2024-12-17 10:46:59.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.424e-04, size: 576, ETA: 5:22:25
2024-12-17 10:47:02.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.423e-04, size: 704, ETA: 5:22:23
2024-12-17 10:47:05.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.422e-04, size: 576, ETA: 5:22:21
2024-12-17 10:47:06.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.420e-04, size: 576, ETA: 5:22:18
2024-12-17 10:47:08.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.419e-04, size: 736, ETA: 5:22:16
2024-12-17 10:47:10.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.207s, data_time: 0.004s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.418e-04, size: 672, ETA: 5:22:14
2024-12-17 10:47:12.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.417e-04, size: 704, ETA: 5:22:11
2024-12-17 10:47:14.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.415e-04, size: 544, ETA: 5:22:09
2024-12-17 10:47:16.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.414e-04, size: 576, ETA: 5:22:07
2024-12-17 10:47:19.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.413e-04, size: 544, ETA: 5:22:05
2024-12-17 10:47:21.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.412e-04, size: 704, ETA: 5:22:02
2024-12-17 10:47:23.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.410e-04, size: 544, ETA: 5:22:00
2024-12-17 10:47:26.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.409e-04, size: 576, ETA: 5:21:58
2024-12-17 10:47:28.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.408e-04, size: 704, ETA: 5:21:56
2024-12-17 10:47:31.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.407e-04, size: 672, ETA: 5:21:54
2024-12-17 10:47:33.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.406e-04, size: 736, ETA: 5:21:52
2024-12-17 10:47:35.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.404e-04, size: 640, ETA: 5:21:49
2024-12-17 10:47:37.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.403e-04, size: 672, ETA: 5:21:47
2024-12-17 10:47:39.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.402e-04, size: 608, ETA: 5:21:45
2024-12-17 10:47:41.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.401e-04, size: 544, ETA: 5:21:43
2024-12-17 10:47:43.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.399e-04, size: 672, ETA: 5:21:40
2024-12-17 10:47:45.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.398e-04, size: 704, ETA: 5:21:38
2024-12-17 10:47:48.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.397e-04, size: 576, ETA: 5:21:36
2024-12-17 10:47:51.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.396e-04, size: 544, ETA: 5:21:34
2024-12-17 10:47:54.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.394e-04, size: 704, ETA: 5:21:32
2024-12-17 10:47:56.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.393e-04, size: 608, ETA: 5:21:30
2024-12-17 10:47:58.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.392e-04, size: 608, ETA: 5:21:28
2024-12-17 10:48:00.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.391e-04, size: 544, ETA: 5:21:26
2024-12-17 10:48:02.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.390e-04, size: 704, ETA: 5:21:23
2024-12-17 10:48:04.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.388e-04, size: 736, ETA: 5:21:21
2024-12-17 10:48:06.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.387e-04, size: 736, ETA: 5:21:19
2024-12-17 10:48:09.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.386e-04, size: 736, ETA: 5:21:17
2024-12-17 10:48:12.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.385e-04, size: 608, ETA: 5:21:15
2024-12-17 10:48:14.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.383e-04, size: 672, ETA: 5:21:13
2024-12-17 10:48:17.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.017s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.382e-04, size: 704, ETA: 5:21:11
2024-12-17 10:48:19.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.381e-04, size: 544, ETA: 5:21:09
2024-12-17 10:48:21.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.380e-04, size: 672, ETA: 5:21:06
2024-12-17 10:48:23.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 5.378e-04, size: 576, ETA: 5:21:04
2024-12-17 10:48:25.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.377e-04, size: 608, ETA: 5:21:01
2024-12-17 10:48:26.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 74/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.376e-04, size: 544, ETA: 5:20:59
2024-12-17 10:48:27.717 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 10:48:28.152 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch75
2024-12-17 10:48:29.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.374e-04, size: 544, ETA: 5:20:56
2024-12-17 10:48:32.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.373e-04, size: 672, ETA: 5:20:54
2024-12-17 10:48:34.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.372e-04, size: 640, ETA: 5:20:52
2024-12-17 10:48:36.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.371e-04, size: 544, ETA: 5:20:49
2024-12-17 10:48:39.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.369e-04, size: 672, ETA: 5:20:47
2024-12-17 10:48:41.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.368e-04, size: 544, ETA: 5:20:45
2024-12-17 10:48:43.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.367e-04, size: 576, ETA: 5:20:43
2024-12-17 10:48:45.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.366e-04, size: 576, ETA: 5:20:40
2024-12-17 10:48:47.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.365e-04, size: 608, ETA: 5:20:38
2024-12-17 10:48:49.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.363e-04, size: 672, ETA: 5:20:36
2024-12-17 10:48:51.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.362e-04, size: 608, ETA: 5:20:34
2024-12-17 10:48:54.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.361e-04, size: 736, ETA: 5:20:32
2024-12-17 10:48:56.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.360e-04, size: 736, ETA: 5:20:29
2024-12-17 10:48:58.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.358e-04, size: 704, ETA: 5:20:27
2024-12-17 10:49:00.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.357e-04, size: 640, ETA: 5:20:25
2024-12-17 10:49:02.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.356e-04, size: 544, ETA: 5:20:22
2024-12-17 10:49:04.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.355e-04, size: 704, ETA: 5:20:20
2024-12-17 10:49:06.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.353e-04, size: 640, ETA: 5:20:18
2024-12-17 10:49:09.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.352e-04, size: 608, ETA: 5:20:16
2024-12-17 10:49:11.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.351e-04, size: 576, ETA: 5:20:13
2024-12-17 10:49:13.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.350e-04, size: 544, ETA: 5:20:11
2024-12-17 10:49:16.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.349e-04, size: 608, ETA: 5:20:09
2024-12-17 10:49:18.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.347e-04, size: 672, ETA: 5:20:07
2024-12-17 10:49:20.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.346e-04, size: 736, ETA: 5:20:05
2024-12-17 10:49:22.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.345e-04, size: 608, ETA: 5:20:03
2024-12-17 10:49:24.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.344e-04, size: 608, ETA: 5:20:00
2024-12-17 10:49:26.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.342e-04, size: 640, ETA: 5:19:58
2024-12-17 10:49:28.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.341e-04, size: 704, ETA: 5:19:56
2024-12-17 10:49:30.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.340e-04, size: 608, ETA: 5:19:53
2024-12-17 10:49:33.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.339e-04, size: 640, ETA: 5:19:51
2024-12-17 10:49:35.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.338e-04, size: 608, ETA: 5:19:49
2024-12-17 10:49:37.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.336e-04, size: 672, ETA: 5:19:47
2024-12-17 10:49:40.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.335e-04, size: 544, ETA: 5:19:45
2024-12-17 10:49:42.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.334e-04, size: 576, ETA: 5:19:43
2024-12-17 10:49:44.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.333e-04, size: 608, ETA: 5:19:41
2024-12-17 10:49:46.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.331e-04, size: 544, ETA: 5:19:38
2024-12-17 10:49:48.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.330e-04, size: 608, ETA: 5:19:36
2024-12-17 10:49:50.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.329e-04, size: 576, ETA: 5:19:33
2024-12-17 10:49:52.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.328e-04, size: 672, ETA: 5:19:31
2024-12-17 10:49:54.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.327e-04, size: 544, ETA: 5:19:29
2024-12-17 10:49:56.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.325e-04, size: 544, ETA: 5:19:26
2024-12-17 10:49:58.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.324e-04, size: 672, ETA: 5:19:24
2024-12-17 10:50:00.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.323e-04, size: 576, ETA: 5:19:22
2024-12-17 10:50:03.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.322e-04, size: 736, ETA: 5:19:20
2024-12-17 10:50:05.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.320e-04, size: 608, ETA: 5:19:18
2024-12-17 10:50:08.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.319e-04, size: 672, ETA: 5:19:16
2024-12-17 10:50:10.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.318e-04, size: 704, ETA: 5:19:14
2024-12-17 10:50:12.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.317e-04, size: 736, ETA: 5:19:11
2024-12-17 10:50:14.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.316e-04, size: 704, ETA: 5:19:09
2024-12-17 10:50:16.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.314e-04, size: 672, ETA: 5:19:07
2024-12-17 10:50:18.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.313e-04, size: 736, ETA: 5:19:04
2024-12-17 10:50:20.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.312e-04, size: 672, ETA: 5:19:02
2024-12-17 10:50:23.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.311e-04, size: 704, ETA: 5:19:00
2024-12-17 10:50:25.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.309e-04, size: 608, ETA: 5:18:58
2024-12-17 10:50:27.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.308e-04, size: 576, ETA: 5:18:56
2024-12-17 10:50:29.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 5.307e-04, size: 640, ETA: 5:18:53
2024-12-17 10:50:31.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.2, lr: 5.306e-04, size: 736, ETA: 5:18:51
2024-12-17 10:50:33.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.305e-04, size: 672, ETA: 5:18:49
2024-12-17 10:50:35.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.303e-04, size: 544, ETA: 5:18:46
2024-12-17 10:50:37.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.302e-04, size: 704, ETA: 5:18:44
2024-12-17 10:50:39.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.301e-04, size: 704, ETA: 5:18:42
2024-12-17 10:50:42.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.300e-04, size: 576, ETA: 5:18:40
2024-12-17 10:50:45.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.298e-04, size: 640, ETA: 5:18:38
2024-12-17 10:50:47.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.297e-04, size: 736, ETA: 5:18:36
2024-12-17 10:50:49.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.296e-04, size: 704, ETA: 5:18:33
2024-12-17 10:50:51.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.295e-04, size: 544, ETA: 5:18:31
2024-12-17 10:50:53.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.294e-04, size: 544, ETA: 5:18:29
2024-12-17 10:50:55.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.292e-04, size: 576, ETA: 5:18:26
2024-12-17 10:50:57.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.291e-04, size: 672, ETA: 5:18:24
2024-12-17 10:50:59.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.290e-04, size: 672, ETA: 5:18:22
2024-12-17 10:51:01.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.289e-04, size: 672, ETA: 5:18:20
2024-12-17 10:51:04.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.288e-04, size: 704, ETA: 5:18:18
2024-12-17 10:51:06.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.286e-04, size: 672, ETA: 5:18:15
2024-12-17 10:51:09.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.285e-04, size: 704, ETA: 5:18:14
2024-12-17 10:51:12.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.284e-04, size: 640, ETA: 5:18:12
2024-12-17 10:51:14.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.283e-04, size: 672, ETA: 5:18:09
2024-12-17 10:51:16.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.281e-04, size: 704, ETA: 5:18:07
2024-12-17 10:51:19.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.280e-04, size: 544, ETA: 5:18:05
2024-12-17 10:51:21.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.279e-04, size: 736, ETA: 5:18:03
2024-12-17 10:51:23.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.278e-04, size: 672, ETA: 5:18:01
2024-12-17 10:51:26.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.277e-04, size: 736, ETA: 5:17:59
2024-12-17 10:51:28.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.275e-04, size: 544, ETA: 5:17:57
2024-12-17 10:51:31.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.274e-04, size: 672, ETA: 5:17:55
2024-12-17 10:51:33.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.273e-04, size: 640, ETA: 5:17:53
2024-12-17 10:51:36.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.272e-04, size: 704, ETA: 5:17:50
2024-12-17 10:51:38.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.271e-04, size: 672, ETA: 5:17:48
2024-12-17 10:51:40.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.269e-04, size: 672, ETA: 5:17:46
2024-12-17 10:51:43.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.268e-04, size: 640, ETA: 5:17:44
2024-12-17 10:51:45.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 5.267e-04, size: 608, ETA: 5:17:42
2024-12-17 10:51:47.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.266e-04, size: 608, ETA: 5:17:40
2024-12-17 10:51:50.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.264e-04, size: 576, ETA: 5:17:38
2024-12-17 10:51:52.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.263e-04, size: 736, ETA: 5:17:35
2024-12-17 10:51:55.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.262e-04, size: 672, ETA: 5:17:34
2024-12-17 10:51:57.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.261e-04, size: 608, ETA: 5:17:31
2024-12-17 10:51:59.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.260e-04, size: 576, ETA: 5:17:29
2024-12-17 10:52:01.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.258e-04, size: 608, ETA: 5:17:27
2024-12-17 10:52:03.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.257e-04, size: 576, ETA: 5:17:24
2024-12-17 10:52:05.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.256e-04, size: 736, ETA: 5:17:22
2024-12-17 10:52:07.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.255e-04, size: 736, ETA: 5:17:20
2024-12-17 10:52:10.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.254e-04, size: 608, ETA: 5:17:18
2024-12-17 10:52:12.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.252e-04, size: 576, ETA: 5:17:16
2024-12-17 10:52:15.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.251e-04, size: 640, ETA: 5:17:14
2024-12-17 10:52:16.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.250e-04, size: 608, ETA: 5:17:11
2024-12-17 10:52:18.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.249e-04, size: 704, ETA: 5:17:09
2024-12-17 10:52:21.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.247e-04, size: 544, ETA: 5:17:07
2024-12-17 10:52:24.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.246e-04, size: 704, ETA: 5:17:05
2024-12-17 10:52:25.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.245e-04, size: 576, ETA: 5:17:02
2024-12-17 10:52:27.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.244e-04, size: 640, ETA: 5:17:00
2024-12-17 10:52:29.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.243e-04, size: 704, ETA: 5:16:58
2024-12-17 10:52:31.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.241e-04, size: 640, ETA: 5:16:55
2024-12-17 10:52:33.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.240e-04, size: 608, ETA: 5:16:53
2024-12-17 10:52:35.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.239e-04, size: 544, ETA: 5:16:51
2024-12-17 10:52:38.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.238e-04, size: 608, ETA: 5:16:49
2024-12-17 10:52:40.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.237e-04, size: 672, ETA: 5:16:47
2024-12-17 10:52:43.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.235e-04, size: 672, ETA: 5:16:45
2024-12-17 10:52:46.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.234e-04, size: 544, ETA: 5:16:43
2024-12-17 10:52:48.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.233e-04, size: 608, ETA: 5:16:41
2024-12-17 10:52:50.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.232e-04, size: 704, ETA: 5:16:38
2024-12-17 10:52:52.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.230e-04, size: 640, ETA: 5:16:36
2024-12-17 10:52:54.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.229e-04, size: 672, ETA: 5:16:34
2024-12-17 10:52:56.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.228e-04, size: 576, ETA: 5:16:31
2024-12-17 10:52:58.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.227e-04, size: 640, ETA: 5:16:29
2024-12-17 10:53:00.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.226e-04, size: 736, ETA: 5:16:27
2024-12-17 10:53:02.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.224e-04, size: 640, ETA: 5:16:24
2024-12-17 10:53:04.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.223e-04, size: 576, ETA: 5:16:22
2024-12-17 10:53:07.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.222e-04, size: 672, ETA: 5:16:20
2024-12-17 10:53:10.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.221e-04, size: 736, ETA: 5:16:18
2024-12-17 10:53:13.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.220e-04, size: 736, ETA: 5:16:16
2024-12-17 10:53:15.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.218e-04, size: 576, ETA: 5:16:14
2024-12-17 10:53:17.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.217e-04, size: 672, ETA: 5:16:12
2024-12-17 10:53:19.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.216e-04, size: 576, ETA: 5:16:10
2024-12-17 10:53:21.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.215e-04, size: 736, ETA: 5:16:07
2024-12-17 10:53:23.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.214e-04, size: 640, ETA: 5:16:05
2024-12-17 10:53:25.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.212e-04, size: 704, ETA: 5:16:03
2024-12-17 10:53:28.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.211e-04, size: 672, ETA: 5:16:01
2024-12-17 10:53:30.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.210e-04, size: 704, ETA: 5:15:59
2024-12-17 10:53:33.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.209e-04, size: 576, ETA: 5:15:57
2024-12-17 10:53:35.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 5.208e-04, size: 672, ETA: 5:15:55
2024-12-17 10:53:38.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.206e-04, size: 608, ETA: 5:15:53
2024-12-17 10:53:40.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.205e-04, size: 736, ETA: 5:15:50
2024-12-17 10:53:42.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.204e-04, size: 608, ETA: 5:15:48
2024-12-17 10:53:44.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.203e-04, size: 608, ETA: 5:15:46
2024-12-17 10:53:46.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.201e-04, size: 608, ETA: 5:15:43
2024-12-17 10:53:48.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.200e-04, size: 544, ETA: 5:15:41
2024-12-17 10:53:50.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.199e-04, size: 544, ETA: 5:15:39
2024-12-17 10:53:52.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.198e-04, size: 640, ETA: 5:15:36
2024-12-17 10:53:54.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.197e-04, size: 640, ETA: 5:15:34
2024-12-17 10:53:57.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.195e-04, size: 672, ETA: 5:15:32
2024-12-17 10:53:59.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.194e-04, size: 576, ETA: 5:15:30
2024-12-17 10:54:02.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.193e-04, size: 672, ETA: 5:15:28
2024-12-17 10:54:05.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.192e-04, size: 640, ETA: 5:15:26
2024-12-17 10:54:07.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.191e-04, size: 704, ETA: 5:15:24
2024-12-17 10:54:09.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.189e-04, size: 736, ETA: 5:15:22
2024-12-17 10:54:11.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.188e-04, size: 576, ETA: 5:15:19
2024-12-17 10:54:13.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.187e-04, size: 576, ETA: 5:15:17
2024-12-17 10:54:15.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.186e-04, size: 640, ETA: 5:15:15
2024-12-17 10:54:18.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.185e-04, size: 544, ETA: 5:15:13
2024-12-17 10:54:20.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.183e-04, size: 576, ETA: 5:15:11
2024-12-17 10:54:22.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.182e-04, size: 544, ETA: 5:15:08
2024-12-17 10:54:24.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.181e-04, size: 640, ETA: 5:15:06
2024-12-17 10:54:26.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.180e-04, size: 608, ETA: 5:15:04
2024-12-17 10:54:28.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.179e-04, size: 736, ETA: 5:15:01
2024-12-17 10:54:30.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.177e-04, size: 672, ETA: 5:14:59
2024-12-17 10:54:32.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.176e-04, size: 704, ETA: 5:14:57
2024-12-17 10:54:34.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.175e-04, size: 640, ETA: 5:14:55
2024-12-17 10:54:37.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.174e-04, size: 704, ETA: 5:14:52
2024-12-17 10:54:39.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.173e-04, size: 544, ETA: 5:14:50
2024-12-17 10:54:41.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.171e-04, size: 576, ETA: 5:14:48
2024-12-17 10:54:44.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.170e-04, size: 736, ETA: 5:14:46
2024-12-17 10:54:46.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.169e-04, size: 544, ETA: 5:14:44
2024-12-17 10:54:48.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.168e-04, size: 736, ETA: 5:14:42
2024-12-17 10:54:51.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.167e-04, size: 640, ETA: 5:14:39
2024-12-17 10:54:52.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.165e-04, size: 544, ETA: 5:14:37
2024-12-17 10:54:54.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.164e-04, size: 704, ETA: 5:14:35
2024-12-17 10:54:56.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.163e-04, size: 576, ETA: 5:14:32
2024-12-17 10:54:58.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.162e-04, size: 544, ETA: 5:14:30
2024-12-17 10:55:01.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.161e-04, size: 576, ETA: 5:14:28
2024-12-17 10:55:03.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.159e-04, size: 672, ETA: 5:14:26
2024-12-17 10:55:05.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.158e-04, size: 736, ETA: 5:14:24
2024-12-17 10:55:08.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.157e-04, size: 672, ETA: 5:14:22
2024-12-17 10:55:11.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.156e-04, size: 640, ETA: 5:14:20
2024-12-17 10:55:13.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.155e-04, size: 640, ETA: 5:14:17
2024-12-17 10:55:15.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.153e-04, size: 608, ETA: 5:14:15
2024-12-17 10:55:17.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.152e-04, size: 576, ETA: 5:14:13
2024-12-17 10:55:19.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.151e-04, size: 640, ETA: 5:14:11
2024-12-17 10:55:21.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.150e-04, size: 704, ETA: 5:14:08
2024-12-17 10:55:23.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.149e-04, size: 672, ETA: 5:14:06
2024-12-17 10:55:25.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.147e-04, size: 576, ETA: 5:14:04
2024-12-17 10:55:28.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.146e-04, size: 704, ETA: 5:14:02
2024-12-17 10:55:30.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.145e-04, size: 608, ETA: 5:14:00
2024-12-17 10:55:33.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.144e-04, size: 544, ETA: 5:13:58
2024-12-17 10:55:36.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.143e-04, size: 608, ETA: 5:13:56
2024-12-17 10:55:38.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.141e-04, size: 736, ETA: 5:13:53
2024-12-17 10:55:40.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.140e-04, size: 608, ETA: 5:13:51
2024-12-17 10:55:42.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.139e-04, size: 672, ETA: 5:13:49
2024-12-17 10:55:44.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.138e-04, size: 672, ETA: 5:13:47
2024-12-17 10:55:46.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.137e-04, size: 672, ETA: 5:13:44
2024-12-17 10:55:48.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.135e-04, size: 544, ETA: 5:13:42
2024-12-17 10:55:50.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.134e-04, size: 704, ETA: 5:13:40
2024-12-17 10:55:53.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.133e-04, size: 544, ETA: 5:13:38
2024-12-17 10:55:55.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.132e-04, size: 544, ETA: 5:13:36
2024-12-17 10:55:58.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.131e-04, size: 704, ETA: 5:13:34
2024-12-17 10:56:00.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.129e-04, size: 608, ETA: 5:13:31
2024-12-17 10:56:02.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.128e-04, size: 640, ETA: 5:13:29
2024-12-17 10:56:04.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.127e-04, size: 640, ETA: 5:13:27
2024-12-17 10:56:06.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.126e-04, size: 704, ETA: 5:13:25
2024-12-17 10:56:08.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.125e-04, size: 640, ETA: 5:13:22
2024-12-17 10:56:10.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.123e-04, size: 704, ETA: 5:13:20
2024-12-17 10:56:12.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.122e-04, size: 736, ETA: 5:13:18
2024-12-17 10:56:15.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.121e-04, size: 640, ETA: 5:13:16
2024-12-17 10:56:17.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.120e-04, size: 608, ETA: 5:13:13
2024-12-17 10:56:20.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.119e-04, size: 736, ETA: 5:13:11
2024-12-17 10:56:22.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.117e-04, size: 640, ETA: 5:13:09
2024-12-17 10:56:25.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.116e-04, size: 704, ETA: 5:13:07
2024-12-17 10:56:27.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.115e-04, size: 576, ETA: 5:13:05
2024-12-17 10:56:29.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.114e-04, size: 704, ETA: 5:13:03
2024-12-17 10:56:31.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.113e-04, size: 576, ETA: 5:13:01
2024-12-17 10:56:33.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.111e-04, size: 704, ETA: 5:12:58
2024-12-17 10:56:36.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.110e-04, size: 736, ETA: 5:12:56
2024-12-17 10:56:38.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.109e-04, size: 672, ETA: 5:12:54
2024-12-17 10:56:40.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.108e-04, size: 736, ETA: 5:12:52
2024-12-17 10:56:42.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.107e-04, size: 672, ETA: 5:12:49
2024-12-17 10:56:44.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.105e-04, size: 544, ETA: 5:12:47
2024-12-17 10:56:46.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.104e-04, size: 576, ETA: 5:12:45
2024-12-17 10:56:48.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.103e-04, size: 544, ETA: 5:12:42
2024-12-17 10:56:50.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.102e-04, size: 672, ETA: 5:12:40
2024-12-17 10:56:52.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.101e-04, size: 672, ETA: 5:12:38
2024-12-17 10:56:55.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.099e-04, size: 608, ETA: 5:12:36
2024-12-17 10:56:57.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.098e-04, size: 704, ETA: 5:12:34
2024-12-17 10:57:00.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.097e-04, size: 704, ETA: 5:12:32
2024-12-17 10:57:03.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.096e-04, size: 640, ETA: 5:12:30
2024-12-17 10:57:05.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.095e-04, size: 640, ETA: 5:12:28
2024-12-17 10:57:06.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 5.093e-04, size: 608, ETA: 5:12:25
2024-12-17 10:57:08.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.092e-04, size: 640, ETA: 5:12:23
2024-12-17 10:57:10.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.091e-04, size: 576, ETA: 5:12:21
2024-12-17 10:57:12.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.090e-04, size: 672, ETA: 5:12:18
2024-12-17 10:57:14.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.218s, data_time: 0.007s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.089e-04, size: 704, ETA: 5:12:16
2024-12-17 10:57:17.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.088e-04, size: 672, ETA: 5:12:14
2024-12-17 10:57:19.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.086e-04, size: 608, ETA: 5:12:12
2024-12-17 10:57:22.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.085e-04, size: 736, ETA: 5:12:10
2024-12-17 10:57:24.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.084e-04, size: 544, ETA: 5:12:08
2024-12-17 10:57:27.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 75/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.083e-04, size: 576, ETA: 5:12:06
2024-12-17 10:57:28.467 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 10:57:28.891 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch76
2024-12-17 10:57:30.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.081e-04, size: 608, ETA: 5:12:03
2024-12-17 10:57:32.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.080e-04, size: 640, ETA: 5:12:00
2024-12-17 10:57:34.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.079e-04, size: 608, ETA: 5:11:58
2024-12-17 10:57:36.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.078e-04, size: 544, ETA: 5:11:55
2024-12-17 10:57:38.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.076e-04, size: 672, ETA: 5:11:53
2024-12-17 10:57:40.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.075e-04, size: 672, ETA: 5:11:51
2024-12-17 10:57:43.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.074e-04, size: 672, ETA: 5:11:49
2024-12-17 10:57:45.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.073e-04, size: 672, ETA: 5:11:47
2024-12-17 10:57:47.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.072e-04, size: 672, ETA: 5:11:44
2024-12-17 10:57:50.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.070e-04, size: 736, ETA: 5:11:42
2024-12-17 10:57:53.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.4Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.069e-04, size: 640, ETA: 5:11:41
2024-12-17 10:57:55.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 5.068e-04, size: 608, ETA: 5:11:38
2024-12-17 10:57:57.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.067e-04, size: 608, ETA: 5:11:36
2024-12-17 10:57:59.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.066e-04, size: 640, ETA: 5:11:34
2024-12-17 10:58:01.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.064e-04, size: 608, ETA: 5:11:31
2024-12-17 10:58:03.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.063e-04, size: 736, ETA: 5:11:29
2024-12-17 10:58:05.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.062e-04, size: 576, ETA: 5:11:27
2024-12-17 10:58:07.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.061e-04, size: 576, ETA: 5:11:25
2024-12-17 10:58:09.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.060e-04, size: 544, ETA: 5:11:22
2024-12-17 10:58:12.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.058e-04, size: 736, ETA: 5:11:20
2024-12-17 10:58:14.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.057e-04, size: 704, ETA: 5:11:18
2024-12-17 10:58:17.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.056e-04, size: 704, ETA: 5:11:16
2024-12-17 10:58:20.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.055e-04, size: 576, ETA: 5:11:14
2024-12-17 10:58:21.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.054e-04, size: 640, ETA: 5:11:12
2024-12-17 10:58:23.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.053e-04, size: 672, ETA: 5:11:09
2024-12-17 10:58:25.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.051e-04, size: 608, ETA: 5:11:07
2024-12-17 10:58:27.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.050e-04, size: 672, ETA: 5:11:05
2024-12-17 10:58:29.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.049e-04, size: 672, ETA: 5:11:03
2024-12-17 10:58:31.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.048e-04, size: 608, ETA: 5:11:00
2024-12-17 10:58:34.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.047e-04, size: 544, ETA: 5:10:58
2024-12-17 10:58:36.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.045e-04, size: 608, ETA: 5:10:56
2024-12-17 10:58:39.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 5.044e-04, size: 608, ETA: 5:10:54
2024-12-17 10:58:41.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.043e-04, size: 576, ETA: 5:10:52
2024-12-17 10:58:43.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.042e-04, size: 544, ETA: 5:10:50
2024-12-17 10:58:45.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.041e-04, size: 608, ETA: 5:10:47
2024-12-17 10:58:47.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.039e-04, size: 608, ETA: 5:10:45
2024-12-17 10:58:49.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.038e-04, size: 640, ETA: 5:10:43
2024-12-17 10:58:51.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.037e-04, size: 640, ETA: 5:10:40
2024-12-17 10:58:53.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.036e-04, size: 576, ETA: 5:10:38
2024-12-17 10:58:55.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 5.035e-04, size: 576, ETA: 5:10:36
2024-12-17 10:58:57.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.034e-04, size: 608, ETA: 5:10:33
2024-12-17 10:58:59.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.032e-04, size: 608, ETA: 5:10:31
2024-12-17 10:59:02.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.031e-04, size: 672, ETA: 5:10:29
2024-12-17 10:59:04.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 5.030e-04, size: 736, ETA: 5:10:27
2024-12-17 10:59:06.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.029e-04, size: 544, ETA: 5:10:25
2024-12-17 10:59:09.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.028e-04, size: 576, ETA: 5:10:23
2024-12-17 10:59:11.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.026e-04, size: 704, ETA: 5:10:21
2024-12-17 10:59:14.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.025e-04, size: 608, ETA: 5:10:18
2024-12-17 10:59:16.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.024e-04, size: 576, ETA: 5:10:16
2024-12-17 10:59:19.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.023e-04, size: 544, ETA: 5:10:14
2024-12-17 10:59:21.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.022e-04, size: 576, ETA: 5:10:12
2024-12-17 10:59:24.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.021e-04, size: 672, ETA: 5:10:10
2024-12-17 10:59:26.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 5.019e-04, size: 736, ETA: 5:10:08
2024-12-17 10:59:28.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.018e-04, size: 672, ETA: 5:10:05
2024-12-17 10:59:30.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.017e-04, size: 736, ETA: 5:10:03
2024-12-17 10:59:32.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.016e-04, size: 576, ETA: 5:10:01
2024-12-17 10:59:34.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.015e-04, size: 544, ETA: 5:09:59
2024-12-17 10:59:36.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.013e-04, size: 672, ETA: 5:09:56
2024-12-17 10:59:38.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.012e-04, size: 544, ETA: 5:09:54
2024-12-17 10:59:40.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.011e-04, size: 672, ETA: 5:09:52
2024-12-17 10:59:43.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 5.010e-04, size: 672, ETA: 5:09:50
2024-12-17 10:59:45.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.250s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.009e-04, size: 736, ETA: 5:09:48
2024-12-17 10:59:48.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.007e-04, size: 576, ETA: 5:09:46
2024-12-17 10:59:50.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 5.006e-04, size: 544, ETA: 5:09:43
2024-12-17 10:59:52.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 5.005e-04, size: 640, ETA: 5:09:41
2024-12-17 10:59:54.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 5.004e-04, size: 736, ETA: 5:09:39
2024-12-17 10:59:56.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 5.003e-04, size: 736, ETA: 5:09:36
2024-12-17 10:59:58.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.002e-04, size: 544, ETA: 5:09:34
2024-12-17 11:00:00.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 5.000e-04, size: 608, ETA: 5:09:32
2024-12-17 11:00:02.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.999e-04, size: 576, ETA: 5:09:30
2024-12-17 11:00:04.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.998e-04, size: 608, ETA: 5:09:27
2024-12-17 11:00:06.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.997e-04, size: 672, ETA: 5:09:25
2024-12-17 11:00:09.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.272s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.996e-04, size: 640, ETA: 5:09:23
2024-12-17 11:00:12.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.994e-04, size: 704, ETA: 5:09:21
2024-12-17 11:00:14.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.993e-04, size: 640, ETA: 5:09:19
2024-12-17 11:00:16.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.992e-04, size: 672, ETA: 5:09:17
2024-12-17 11:00:18.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.991e-04, size: 576, ETA: 5:09:15
2024-12-17 11:00:21.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.990e-04, size: 736, ETA: 5:09:13
2024-12-17 11:00:24.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.989e-04, size: 640, ETA: 5:09:11
2024-12-17 11:00:26.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.987e-04, size: 608, ETA: 5:09:08
2024-12-17 11:00:28.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.986e-04, size: 544, ETA: 5:09:06
2024-12-17 11:00:30.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.985e-04, size: 704, ETA: 5:09:04
2024-12-17 11:00:32.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.984e-04, size: 704, ETA: 5:09:02
2024-12-17 11:00:34.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.983e-04, size: 736, ETA: 5:08:59
2024-12-17 11:00:36.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.982e-04, size: 544, ETA: 5:08:57
2024-12-17 11:00:38.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.980e-04, size: 640, ETA: 5:08:55
2024-12-17 11:00:41.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.979e-04, size: 640, ETA: 5:08:53
2024-12-17 11:00:43.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.978e-04, size: 640, ETA: 5:08:50
2024-12-17 11:00:45.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.977e-04, size: 608, ETA: 5:08:48
2024-12-17 11:00:47.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.976e-04, size: 544, ETA: 5:08:46
2024-12-17 11:00:49.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.974e-04, size: 736, ETA: 5:08:44
2024-12-17 11:00:51.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.973e-04, size: 576, ETA: 5:08:41
2024-12-17 11:00:53.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.972e-04, size: 608, ETA: 5:08:39
2024-12-17 11:00:55.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.971e-04, size: 704, ETA: 5:08:37
2024-12-17 11:00:58.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.970e-04, size: 704, ETA: 5:08:35
2024-12-17 11:01:00.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.969e-04, size: 544, ETA: 5:08:33
2024-12-17 11:01:03.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.967e-04, size: 608, ETA: 5:08:30
2024-12-17 11:01:05.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.966e-04, size: 736, ETA: 5:08:28
2024-12-17 11:01:08.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.965e-04, size: 544, ETA: 5:08:26
2024-12-17 11:01:11.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.964e-04, size: 704, ETA: 5:08:24
2024-12-17 11:01:13.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.963e-04, size: 736, ETA: 5:08:22
2024-12-17 11:01:15.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.961e-04, size: 576, ETA: 5:08:20
2024-12-17 11:01:17.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.960e-04, size: 704, ETA: 5:08:18
2024-12-17 11:01:19.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.959e-04, size: 544, ETA: 5:08:15
2024-12-17 11:01:21.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.958e-04, size: 608, ETA: 5:08:13
2024-12-17 11:01:24.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.957e-04, size: 576, ETA: 5:08:11
2024-12-17 11:01:26.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.4, lr: 4.956e-04, size: 672, ETA: 5:08:09
2024-12-17 11:01:29.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.954e-04, size: 608, ETA: 5:08:07
2024-12-17 11:01:31.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.953e-04, size: 608, ETA: 5:08:05
2024-12-17 11:01:34.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.952e-04, size: 640, ETA: 5:08:03
2024-12-17 11:01:37.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.951e-04, size: 704, ETA: 5:08:01
2024-12-17 11:01:39.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.950e-04, size: 704, ETA: 5:07:59
2024-12-17 11:01:41.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.949e-04, size: 672, ETA: 5:07:56
2024-12-17 11:01:43.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.947e-04, size: 704, ETA: 5:07:54
2024-12-17 11:01:45.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.946e-04, size: 736, ETA: 5:07:52
2024-12-17 11:01:47.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.945e-04, size: 544, ETA: 5:07:50
2024-12-17 11:01:49.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.944e-04, size: 704, ETA: 5:07:47
2024-12-17 11:01:52.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.943e-04, size: 704, ETA: 5:07:45
2024-12-17 11:01:54.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.942e-04, size: 608, ETA: 5:07:43
2024-12-17 11:01:57.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.940e-04, size: 544, ETA: 5:07:41
2024-12-17 11:01:59.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.939e-04, size: 640, ETA: 5:07:39
2024-12-17 11:02:02.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.938e-04, size: 544, ETA: 5:07:37
2024-12-17 11:02:04.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.937e-04, size: 704, ETA: 5:07:35
2024-12-17 11:02:06.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 4.936e-04, size: 736, ETA: 5:07:32
2024-12-17 11:02:08.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.934e-04, size: 672, ETA: 5:07:30
2024-12-17 11:02:10.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.933e-04, size: 608, ETA: 5:07:28
2024-12-17 11:02:12.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.932e-04, size: 576, ETA: 5:07:26
2024-12-17 11:02:14.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.931e-04, size: 736, ETA: 5:07:23
2024-12-17 11:02:16.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.930e-04, size: 672, ETA: 5:07:21
2024-12-17 11:02:19.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.929e-04, size: 704, ETA: 5:07:19
2024-12-17 11:02:21.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.927e-04, size: 736, ETA: 5:07:17
2024-12-17 11:02:24.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.926e-04, size: 704, ETA: 5:07:15
2024-12-17 11:02:26.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.925e-04, size: 544, ETA: 5:07:13
2024-12-17 11:02:28.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.924e-04, size: 704, ETA: 5:07:11
2024-12-17 11:02:30.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.923e-04, size: 704, ETA: 5:07:08
2024-12-17 11:02:32.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.922e-04, size: 544, ETA: 5:07:06
2024-12-17 11:02:34.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.920e-04, size: 576, ETA: 5:07:04
2024-12-17 11:02:36.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.919e-04, size: 576, ETA: 5:07:01
2024-12-17 11:02:38.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.918e-04, size: 672, ETA: 5:06:59
2024-12-17 11:02:40.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.917e-04, size: 640, ETA: 5:06:57
2024-12-17 11:02:43.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.916e-04, size: 736, ETA: 5:06:55
2024-12-17 11:02:45.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.915e-04, size: 576, ETA: 5:06:52
2024-12-17 11:02:48.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.913e-04, size: 704, ETA: 5:06:50
2024-12-17 11:02:50.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.912e-04, size: 576, ETA: 5:06:48
2024-12-17 11:02:53.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.911e-04, size: 608, ETA: 5:06:46
2024-12-17 11:02:55.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.910e-04, size: 640, ETA: 5:06:44
2024-12-17 11:02:57.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.909e-04, size: 576, ETA: 5:06:42
2024-12-17 11:02:58.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.908e-04, size: 640, ETA: 5:06:39
2024-12-17 11:03:01.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.906e-04, size: 736, ETA: 5:06:37
2024-12-17 11:03:03.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.905e-04, size: 576, ETA: 5:06:35
2024-12-17 11:03:05.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.904e-04, size: 704, ETA: 5:06:32
2024-12-17 11:03:07.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.903e-04, size: 640, ETA: 5:06:30
2024-12-17 11:03:10.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.902e-04, size: 608, ETA: 5:06:28
2024-12-17 11:03:12.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.901e-04, size: 576, ETA: 5:06:26
2024-12-17 11:03:15.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.899e-04, size: 576, ETA: 5:06:24
2024-12-17 11:03:17.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.898e-04, size: 704, ETA: 5:06:22
2024-12-17 11:03:19.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.897e-04, size: 544, ETA: 5:06:20
2024-12-17 11:03:21.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.896e-04, size: 672, ETA: 5:06:18
2024-12-17 11:03:23.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.895e-04, size: 736, ETA: 5:06:15
2024-12-17 11:03:25.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.894e-04, size: 704, ETA: 5:06:13
2024-12-17 11:03:27.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.892e-04, size: 704, ETA: 5:06:11
2024-12-17 11:03:29.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.891e-04, size: 576, ETA: 5:06:08
2024-12-17 11:03:31.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.890e-04, size: 544, ETA: 5:06:06
2024-12-17 11:03:34.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.889e-04, size: 640, ETA: 5:06:04
2024-12-17 11:03:36.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.888e-04, size: 544, ETA: 5:06:02
2024-12-17 11:03:38.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.887e-04, size: 640, ETA: 5:06:00
2024-12-17 11:03:41.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.885e-04, size: 672, ETA: 5:05:57
2024-12-17 11:03:44.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.884e-04, size: 672, ETA: 5:05:55
2024-12-17 11:03:46.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.883e-04, size: 576, ETA: 5:05:53
2024-12-17 11:03:48.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.882e-04, size: 704, ETA: 5:05:51
2024-12-17 11:03:49.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.881e-04, size: 576, ETA: 5:05:48
2024-12-17 11:03:51.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.880e-04, size: 544, ETA: 5:05:46
2024-12-17 11:03:53.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.878e-04, size: 640, ETA: 5:05:44
2024-12-17 11:03:55.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.877e-04, size: 704, ETA: 5:05:41
2024-12-17 11:03:57.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.876e-04, size: 608, ETA: 5:05:39
2024-12-17 11:04:00.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.875e-04, size: 672, ETA: 5:05:37
2024-12-17 11:04:02.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.874e-04, size: 640, ETA: 5:05:35
2024-12-17 11:04:05.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.873e-04, size: 704, ETA: 5:05:33
2024-12-17 11:04:07.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.871e-04, size: 672, ETA: 5:05:31
2024-12-17 11:04:10.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.870e-04, size: 576, ETA: 5:05:29
2024-12-17 11:04:12.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.869e-04, size: 704, ETA: 5:05:26
2024-12-17 11:04:13.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.868e-04, size: 608, ETA: 5:05:24
2024-12-17 11:04:16.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.867e-04, size: 640, ETA: 5:05:22
2024-12-17 11:04:18.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.866e-04, size: 672, ETA: 5:05:19
2024-12-17 11:04:20.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.864e-04, size: 704, ETA: 5:05:17
2024-12-17 11:04:22.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.863e-04, size: 576, ETA: 5:05:15
2024-12-17 11:04:24.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.862e-04, size: 608, ETA: 5:05:13
2024-12-17 11:04:27.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.861e-04, size: 736, ETA: 5:05:11
2024-12-17 11:04:29.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.860e-04, size: 576, ETA: 5:05:09
2024-12-17 11:04:31.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.859e-04, size: 608, ETA: 5:05:06
2024-12-17 11:04:34.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.857e-04, size: 704, ETA: 5:05:04
2024-12-17 11:04:36.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.856e-04, size: 640, ETA: 5:05:02
2024-12-17 11:04:39.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.855e-04, size: 640, ETA: 5:05:00
2024-12-17 11:04:41.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.854e-04, size: 736, ETA: 5:04:58
2024-12-17 11:04:43.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.853e-04, size: 704, ETA: 5:04:56
2024-12-17 11:04:45.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.852e-04, size: 640, ETA: 5:04:54
2024-12-17 11:04:47.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.850e-04, size: 672, ETA: 5:04:51
2024-12-17 11:04:49.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.849e-04, size: 608, ETA: 5:04:49
2024-12-17 11:04:51.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.848e-04, size: 672, ETA: 5:04:47
2024-12-17 11:04:53.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.847e-04, size: 640, ETA: 5:04:44
2024-12-17 11:04:55.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.846e-04, size: 608, ETA: 5:04:42
2024-12-17 11:04:58.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.845e-04, size: 544, ETA: 5:04:40
2024-12-17 11:05:00.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.843e-04, size: 576, ETA: 5:04:38
2024-12-17 11:05:01.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.842e-04, size: 544, ETA: 5:04:35
2024-12-17 11:05:04.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.841e-04, size: 736, ETA: 5:04:33
2024-12-17 11:05:06.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.840e-04, size: 736, ETA: 5:04:31
2024-12-17 11:05:08.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.839e-04, size: 608, ETA: 5:04:29
2024-12-17 11:05:11.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.838e-04, size: 640, ETA: 5:04:27
2024-12-17 11:05:13.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.836e-04, size: 640, ETA: 5:04:24
2024-12-17 11:05:16.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.835e-04, size: 608, ETA: 5:04:22
2024-12-17 11:05:18.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 4.834e-04, size: 576, ETA: 5:04:20
2024-12-17 11:05:20.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.833e-04, size: 704, ETA: 5:04:18
2024-12-17 11:05:22.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.832e-04, size: 640, ETA: 5:04:16
2024-12-17 11:05:24.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.831e-04, size: 544, ETA: 5:04:13
2024-12-17 11:05:27.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.830e-04, size: 576, ETA: 5:04:11
2024-12-17 11:05:29.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.828e-04, size: 640, ETA: 5:04:09
2024-12-17 11:05:32.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.827e-04, size: 608, ETA: 5:04:07
2024-12-17 11:05:34.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.826e-04, size: 704, ETA: 5:04:05
2024-12-17 11:05:36.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.825e-04, size: 544, ETA: 5:04:02
2024-12-17 11:05:37.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.824e-04, size: 608, ETA: 5:04:00
2024-12-17 11:05:40.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.823e-04, size: 704, ETA: 5:03:58
2024-12-17 11:05:42.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.821e-04, size: 640, ETA: 5:03:56
2024-12-17 11:05:44.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.820e-04, size: 704, ETA: 5:03:54
2024-12-17 11:05:47.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.819e-04, size: 576, ETA: 5:03:51
2024-12-17 11:05:49.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.818e-04, size: 736, ETA: 5:03:49
2024-12-17 11:05:52.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.282s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.817e-04, size: 640, ETA: 5:03:48
2024-12-17 11:05:55.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.816e-04, size: 736, ETA: 5:03:45
2024-12-17 11:05:57.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.814e-04, size: 736, ETA: 5:03:43
2024-12-17 11:05:59.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.813e-04, size: 736, ETA: 5:03:41
2024-12-17 11:06:01.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.812e-04, size: 640, ETA: 5:03:38
2024-12-17 11:06:02.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.811e-04, size: 672, ETA: 5:03:36
2024-12-17 11:06:04.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.810e-04, size: 640, ETA: 5:03:34
2024-12-17 11:06:07.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.809e-04, size: 704, ETA: 5:03:32
2024-12-17 11:06:09.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.808e-04, size: 576, ETA: 5:03:29
2024-12-17 11:06:11.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.806e-04, size: 544, ETA: 5:03:27
2024-12-17 11:06:14.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.805e-04, size: 608, ETA: 5:03:25
2024-12-17 11:06:16.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.804e-04, size: 608, ETA: 5:03:23
2024-12-17 11:06:18.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.803e-04, size: 672, ETA: 5:03:21
2024-12-17 11:06:20.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.802e-04, size: 576, ETA: 5:03:18
2024-12-17 11:06:22.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.801e-04, size: 736, ETA: 5:03:16
2024-12-17 11:06:24.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.799e-04, size: 736, ETA: 5:03:14
2024-12-17 11:06:26.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 76/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.798e-04, size: 640, ETA: 5:03:12
2024-12-17 11:06:27.551 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 11:06:27.974 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch77
2024-12-17 11:06:30.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.797e-04, size: 672, ETA: 5:03:08
2024-12-17 11:06:32.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.796e-04, size: 736, ETA: 5:03:06
2024-12-17 11:06:35.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.794e-04, size: 608, ETA: 5:03:04
2024-12-17 11:06:37.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.793e-04, size: 608, ETA: 5:03:02
2024-12-17 11:06:40.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.792e-04, size: 704, ETA: 5:03:00
2024-12-17 11:06:42.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.791e-04, size: 608, ETA: 5:02:58
2024-12-17 11:06:45.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.790e-04, size: 640, ETA: 5:02:56
2024-12-17 11:06:47.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.789e-04, size: 640, ETA: 5:02:54
2024-12-17 11:06:49.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.787e-04, size: 736, ETA: 5:02:51
2024-12-17 11:06:51.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.786e-04, size: 640, ETA: 5:02:49
2024-12-17 11:06:52.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.785e-04, size: 640, ETA: 5:02:47
2024-12-17 11:06:54.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.784e-04, size: 640, ETA: 5:02:44
2024-12-17 11:06:56.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.783e-04, size: 608, ETA: 5:02:42
2024-12-17 11:06:59.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.782e-04, size: 544, ETA: 5:02:40
2024-12-17 11:07:01.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.781e-04, size: 608, ETA: 5:02:38
2024-12-17 11:07:03.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.779e-04, size: 640, ETA: 5:02:35
2024-12-17 11:07:05.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.778e-04, size: 704, ETA: 5:02:33
2024-12-17 11:07:07.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.777e-04, size: 576, ETA: 5:02:31
2024-12-17 11:07:09.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.776e-04, size: 608, ETA: 5:02:28
2024-12-17 11:07:11.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.775e-04, size: 704, ETA: 5:02:26
2024-12-17 11:07:13.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.774e-04, size: 736, ETA: 5:02:24
2024-12-17 11:07:16.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.772e-04, size: 544, ETA: 5:02:22
2024-12-17 11:07:18.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.771e-04, size: 608, ETA: 5:02:20
2024-12-17 11:07:21.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.770e-04, size: 640, ETA: 5:02:18
2024-12-17 11:07:23.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.769e-04, size: 640, ETA: 5:02:15
2024-12-17 11:07:25.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.768e-04, size: 576, ETA: 5:02:13
2024-12-17 11:07:27.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.767e-04, size: 672, ETA: 5:02:11
2024-12-17 11:07:29.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.766e-04, size: 576, ETA: 5:02:09
2024-12-17 11:07:31.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.764e-04, size: 672, ETA: 5:02:06
2024-12-17 11:07:33.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.763e-04, size: 576, ETA: 5:02:04
2024-12-17 11:07:35.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.762e-04, size: 736, ETA: 5:02:02
2024-12-17 11:07:38.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.761e-04, size: 704, ETA: 5:02:00
2024-12-17 11:07:40.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.760e-04, size: 544, ETA: 5:01:58
2024-12-17 11:07:43.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.759e-04, size: 672, ETA: 5:01:56
2024-12-17 11:07:45.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.757e-04, size: 672, ETA: 5:01:53
2024-12-17 11:07:47.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.756e-04, size: 608, ETA: 5:01:51
2024-12-17 11:07:49.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.755e-04, size: 576, ETA: 5:01:49
2024-12-17 11:07:51.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.754e-04, size: 672, ETA: 5:01:46
2024-12-17 11:07:53.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.753e-04, size: 672, ETA: 5:01:44
2024-12-17 11:07:55.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.752e-04, size: 544, ETA: 5:01:42
2024-12-17 11:07:57.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.751e-04, size: 704, ETA: 5:01:40
2024-12-17 11:07:59.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.749e-04, size: 544, ETA: 5:01:37
2024-12-17 11:08:02.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.748e-04, size: 736, ETA: 5:01:35
2024-12-17 11:08:04.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.747e-04, size: 640, ETA: 5:01:33
2024-12-17 11:08:07.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.746e-04, size: 544, ETA: 5:01:31
2024-12-17 11:08:09.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.745e-04, size: 736, ETA: 5:01:29
2024-12-17 11:08:12.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.744e-04, size: 704, ETA: 5:01:27
2024-12-17 11:08:14.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.743e-04, size: 608, ETA: 5:01:25
2024-12-17 11:08:16.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.741e-04, size: 608, ETA: 5:01:22
2024-12-17 11:08:18.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.740e-04, size: 736, ETA: 5:01:20
2024-12-17 11:08:20.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.739e-04, size: 736, ETA: 5:01:18
2024-12-17 11:08:22.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.738e-04, size: 672, ETA: 5:01:16
2024-12-17 11:08:25.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.737e-04, size: 544, ETA: 5:01:14
2024-12-17 11:08:27.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.736e-04, size: 704, ETA: 5:01:11
2024-12-17 11:08:29.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.735e-04, size: 544, ETA: 5:01:09
2024-12-17 11:08:32.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.733e-04, size: 672, ETA: 5:01:07
2024-12-17 11:08:34.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.732e-04, size: 576, ETA: 5:01:05
2024-12-17 11:08:36.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.731e-04, size: 608, ETA: 5:01:03
2024-12-17 11:08:38.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.730e-04, size: 672, ETA: 5:01:00
2024-12-17 11:08:40.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.729e-04, size: 576, ETA: 5:00:58
2024-12-17 11:08:42.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.728e-04, size: 576, ETA: 5:00:56
2024-12-17 11:08:44.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.727e-04, size: 736, ETA: 5:00:54
2024-12-17 11:08:47.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 4.725e-04, size: 672, ETA: 5:00:51
2024-12-17 11:08:49.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.724e-04, size: 640, ETA: 5:00:49
2024-12-17 11:08:51.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.723e-04, size: 736, ETA: 5:00:47
2024-12-17 11:08:54.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.722e-04, size: 704, ETA: 5:00:45
2024-12-17 11:08:57.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.721e-04, size: 576, ETA: 5:00:43
2024-12-17 11:08:59.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.720e-04, size: 608, ETA: 5:00:41
2024-12-17 11:09:01.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.718e-04, size: 736, ETA: 5:00:39
2024-12-17 11:09:03.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.717e-04, size: 576, ETA: 5:00:36
2024-12-17 11:09:05.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.716e-04, size: 608, ETA: 5:00:34
2024-12-17 11:09:07.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.715e-04, size: 608, ETA: 5:00:32
2024-12-17 11:09:10.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.714e-04, size: 640, ETA: 5:00:30
2024-12-17 11:09:12.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.226s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.713e-04, size: 576, ETA: 5:00:28
2024-12-17 11:09:14.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.712e-04, size: 672, ETA: 5:00:25
2024-12-17 11:09:16.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.710e-04, size: 704, ETA: 5:00:23
2024-12-17 11:09:19.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.709e-04, size: 576, ETA: 5:00:21
2024-12-17 11:09:20.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.708e-04, size: 544, ETA: 5:00:19
2024-12-17 11:09:22.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.707e-04, size: 544, ETA: 5:00:16
2024-12-17 11:09:24.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.706e-04, size: 736, ETA: 5:00:14
2024-12-17 11:09:26.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.705e-04, size: 544, ETA: 5:00:12
2024-12-17 11:09:29.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.704e-04, size: 736, ETA: 5:00:09
2024-12-17 11:09:31.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.702e-04, size: 672, ETA: 5:00:07
2024-12-17 11:09:33.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.701e-04, size: 544, ETA: 5:00:05
2024-12-17 11:09:34.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.700e-04, size: 672, ETA: 5:00:02
2024-12-17 11:09:36.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.699e-04, size: 640, ETA: 5:00:00
2024-12-17 11:09:38.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.698e-04, size: 736, ETA: 4:59:58
2024-12-17 11:09:41.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.697e-04, size: 640, ETA: 4:59:56
2024-12-17 11:09:43.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.696e-04, size: 544, ETA: 4:59:53
2024-12-17 11:09:44.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.694e-04, size: 576, ETA: 4:59:51
2024-12-17 11:09:46.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.693e-04, size: 608, ETA: 4:59:49
2024-12-17 11:09:48.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.692e-04, size: 608, ETA: 4:59:46
2024-12-17 11:09:50.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.691e-04, size: 544, ETA: 4:59:44
2024-12-17 11:09:52.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.690e-04, size: 576, ETA: 4:59:42
2024-12-17 11:09:54.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.689e-04, size: 704, ETA: 4:59:39
2024-12-17 11:09:57.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.688e-04, size: 736, ETA: 4:59:37
2024-12-17 11:09:59.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.687e-04, size: 704, ETA: 4:59:35
2024-12-17 11:10:01.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.685e-04, size: 576, ETA: 4:59:33
2024-12-17 11:10:02.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.684e-04, size: 544, ETA: 4:59:30
2024-12-17 11:10:04.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.683e-04, size: 608, ETA: 4:59:28
2024-12-17 11:10:06.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.682e-04, size: 704, ETA: 4:59:26
2024-12-17 11:10:08.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.681e-04, size: 544, ETA: 4:59:23
2024-12-17 11:10:11.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.680e-04, size: 736, ETA: 4:59:21
2024-12-17 11:10:13.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.679e-04, size: 736, ETA: 4:59:19
2024-12-17 11:10:15.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.677e-04, size: 640, ETA: 4:59:17
2024-12-17 11:10:17.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.676e-04, size: 704, ETA: 4:59:14
2024-12-17 11:10:19.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.675e-04, size: 640, ETA: 4:59:12
2024-12-17 11:10:21.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.674e-04, size: 576, ETA: 4:59:10
2024-12-17 11:10:23.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.673e-04, size: 736, ETA: 4:59:07
2024-12-17 11:10:25.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.672e-04, size: 704, ETA: 4:59:05
2024-12-17 11:10:27.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.671e-04, size: 608, ETA: 4:59:03
2024-12-17 11:10:29.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.669e-04, size: 736, ETA: 4:59:01
2024-12-17 11:10:31.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.668e-04, size: 544, ETA: 4:58:58
2024-12-17 11:10:33.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.667e-04, size: 544, ETA: 4:58:56
2024-12-17 11:10:34.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.666e-04, size: 544, ETA: 4:58:53
2024-12-17 11:10:36.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.665e-04, size: 672, ETA: 4:58:51
2024-12-17 11:10:38.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.664e-04, size: 704, ETA: 4:58:49
2024-12-17 11:10:40.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.663e-04, size: 704, ETA: 4:58:46
2024-12-17 11:10:43.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.661e-04, size: 736, ETA: 4:58:44
2024-12-17 11:10:45.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.660e-04, size: 704, ETA: 4:58:42
2024-12-17 11:10:47.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.659e-04, size: 640, ETA: 4:58:40
2024-12-17 11:10:49.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.658e-04, size: 544, ETA: 4:58:37
2024-12-17 11:10:50.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.657e-04, size: 544, ETA: 4:58:35
2024-12-17 11:10:53.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.656e-04, size: 704, ETA: 4:58:33
2024-12-17 11:10:55.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.655e-04, size: 736, ETA: 4:58:30
2024-12-17 11:10:57.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.654e-04, size: 672, ETA: 4:58:28
2024-12-17 11:10:59.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.652e-04, size: 672, ETA: 4:58:26
2024-12-17 11:11:01.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.651e-04, size: 576, ETA: 4:58:24
2024-12-17 11:11:03.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.650e-04, size: 544, ETA: 4:58:21
2024-12-17 11:11:04.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.649e-04, size: 704, ETA: 4:58:19
2024-12-17 11:11:07.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.648e-04, size: 672, ETA: 4:58:17
2024-12-17 11:11:09.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.647e-04, size: 736, ETA: 4:58:14
2024-12-17 11:11:11.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 4.646e-04, size: 640, ETA: 4:58:12
2024-12-17 11:11:13.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.644e-04, size: 576, ETA: 4:58:10
2024-12-17 11:11:15.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.643e-04, size: 736, ETA: 4:58:07
2024-12-17 11:11:17.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.642e-04, size: 672, ETA: 4:58:05
2024-12-17 11:11:19.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.641e-04, size: 736, ETA: 4:58:03
2024-12-17 11:11:21.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.640e-04, size: 608, ETA: 4:58:01
2024-12-17 11:11:23.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.639e-04, size: 736, ETA: 4:57:58
2024-12-17 11:11:25.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.638e-04, size: 608, ETA: 4:57:56
2024-12-17 11:11:27.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.637e-04, size: 640, ETA: 4:57:54
2024-12-17 11:11:29.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.635e-04, size: 672, ETA: 4:57:51
2024-12-17 11:11:31.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.634e-04, size: 704, ETA: 4:57:49
2024-12-17 11:11:33.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.633e-04, size: 544, ETA: 4:57:47
2024-12-17 11:11:35.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.632e-04, size: 608, ETA: 4:57:44
2024-12-17 11:11:37.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.631e-04, size: 608, ETA: 4:57:42
2024-12-17 11:11:38.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.630e-04, size: 640, ETA: 4:57:40
2024-12-17 11:11:40.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.629e-04, size: 576, ETA: 4:57:37
2024-12-17 11:11:42.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.627e-04, size: 544, ETA: 4:57:35
2024-12-17 11:11:44.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.626e-04, size: 608, ETA: 4:57:33
2024-12-17 11:11:46.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.625e-04, size: 704, ETA: 4:57:30
2024-12-17 11:11:48.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.624e-04, size: 672, ETA: 4:57:28
2024-12-17 11:11:50.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.623e-04, size: 640, ETA: 4:57:26
2024-12-17 11:11:52.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.622e-04, size: 640, ETA: 4:57:23
2024-12-17 11:11:54.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.621e-04, size: 608, ETA: 4:57:21
2024-12-17 11:11:56.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.620e-04, size: 640, ETA: 4:57:19
2024-12-17 11:11:58.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.618e-04, size: 544, ETA: 4:57:16
2024-12-17 11:11:59.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.617e-04, size: 576, ETA: 4:57:14
2024-12-17 11:12:01.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.616e-04, size: 640, ETA: 4:57:12
2024-12-17 11:12:03.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.615e-04, size: 672, ETA: 4:57:09
2024-12-17 11:12:06.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.614e-04, size: 608, ETA: 4:57:07
2024-12-17 11:12:08.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.613e-04, size: 640, ETA: 4:57:05
2024-12-17 11:12:10.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.612e-04, size: 608, ETA: 4:57:03
2024-12-17 11:12:12.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.610e-04, size: 704, ETA: 4:57:00
2024-12-17 11:12:14.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.609e-04, size: 672, ETA: 4:56:58
2024-12-17 11:12:16.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.608e-04, size: 672, ETA: 4:56:56
2024-12-17 11:12:18.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.607e-04, size: 576, ETA: 4:56:54
2024-12-17 11:12:20.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.606e-04, size: 640, ETA: 4:56:51
2024-12-17 11:12:22.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.605e-04, size: 544, ETA: 4:56:49
2024-12-17 11:12:24.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.604e-04, size: 640, ETA: 4:56:47
2024-12-17 11:12:26.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.603e-04, size: 704, ETA: 4:56:44
2024-12-17 11:12:28.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.601e-04, size: 640, ETA: 4:56:42
2024-12-17 11:12:30.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.600e-04, size: 608, ETA: 4:56:40
2024-12-17 11:12:32.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.599e-04, size: 736, ETA: 4:56:37
2024-12-17 11:12:34.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.598e-04, size: 672, ETA: 4:56:35
2024-12-17 11:12:36.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.597e-04, size: 704, ETA: 4:56:33
2024-12-17 11:12:38.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.596e-04, size: 544, ETA: 4:56:30
2024-12-17 11:12:39.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.595e-04, size: 640, ETA: 4:56:28
2024-12-17 11:12:42.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.594e-04, size: 576, ETA: 4:56:26
2024-12-17 11:12:44.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.592e-04, size: 672, ETA: 4:56:24
2024-12-17 11:12:46.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.591e-04, size: 544, ETA: 4:56:21
2024-12-17 11:12:47.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.590e-04, size: 640, ETA: 4:56:19
2024-12-17 11:12:49.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.589e-04, size: 736, ETA: 4:56:17
2024-12-17 11:12:51.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.588e-04, size: 576, ETA: 4:56:14
2024-12-17 11:12:53.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.587e-04, size: 640, ETA: 4:56:12
2024-12-17 11:12:55.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.586e-04, size: 608, ETA: 4:56:09
2024-12-17 11:12:57.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.585e-04, size: 640, ETA: 4:56:07
2024-12-17 11:12:59.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.583e-04, size: 672, ETA: 4:56:05
2024-12-17 11:13:01.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.582e-04, size: 544, ETA: 4:56:03
2024-12-17 11:13:04.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.581e-04, size: 704, ETA: 4:56:01
2024-12-17 11:13:06.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.580e-04, size: 608, ETA: 4:55:58
2024-12-17 11:13:08.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.579e-04, size: 608, ETA: 4:55:56
2024-12-17 11:13:11.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.578e-04, size: 576, ETA: 4:55:54
2024-12-17 11:13:13.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.577e-04, size: 736, ETA: 4:55:52
2024-12-17 11:13:16.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.576e-04, size: 704, ETA: 4:55:50
2024-12-17 11:13:18.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.574e-04, size: 544, ETA: 4:55:48
2024-12-17 11:13:21.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.573e-04, size: 544, ETA: 4:55:46
2024-12-17 11:13:23.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.572e-04, size: 672, ETA: 4:55:44
2024-12-17 11:13:25.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.571e-04, size: 576, ETA: 4:55:41
2024-12-17 11:13:27.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.570e-04, size: 576, ETA: 4:55:39
2024-12-17 11:13:30.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.569e-04, size: 736, ETA: 4:55:37
2024-12-17 11:13:33.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.568e-04, size: 640, ETA: 4:55:35
2024-12-17 11:13:36.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.567e-04, size: 672, ETA: 4:55:33
2024-12-17 11:13:37.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.565e-04, size: 576, ETA: 4:55:31
2024-12-17 11:13:39.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.564e-04, size: 544, ETA: 4:55:29
2024-12-17 11:13:41.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.563e-04, size: 576, ETA: 4:55:26
2024-12-17 11:13:43.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.562e-04, size: 640, ETA: 4:55:24
2024-12-17 11:13:45.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.561e-04, size: 672, ETA: 4:55:22
2024-12-17 11:13:48.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.560e-04, size: 736, ETA: 4:55:19
2024-12-17 11:13:50.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.559e-04, size: 640, ETA: 4:55:17
2024-12-17 11:13:52.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.558e-04, size: 672, ETA: 4:55:15
2024-12-17 11:13:55.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.556e-04, size: 704, ETA: 4:55:13
2024-12-17 11:13:58.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.555e-04, size: 736, ETA: 4:55:11
2024-12-17 11:14:00.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.554e-04, size: 672, ETA: 4:55:09
2024-12-17 11:14:02.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.553e-04, size: 736, ETA: 4:55:07
2024-12-17 11:14:04.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.552e-04, size: 576, ETA: 4:55:05
2024-12-17 11:14:06.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.551e-04, size: 544, ETA: 4:55:02
2024-12-17 11:14:09.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.550e-04, size: 736, ETA: 4:55:00
2024-12-17 11:14:11.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.549e-04, size: 640, ETA: 4:54:58
2024-12-17 11:14:13.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.548e-04, size: 608, ETA: 4:54:56
2024-12-17 11:14:15.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.546e-04, size: 640, ETA: 4:54:53
2024-12-17 11:14:17.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.545e-04, size: 608, ETA: 4:54:51
2024-12-17 11:14:20.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.544e-04, size: 704, ETA: 4:54:49
2024-12-17 11:14:23.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.543e-04, size: 608, ETA: 4:54:47
2024-12-17 11:14:25.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.542e-04, size: 736, ETA: 4:54:45
2024-12-17 11:14:27.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.541e-04, size: 576, ETA: 4:54:43
2024-12-17 11:14:29.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.540e-04, size: 544, ETA: 4:54:40
2024-12-17 11:14:31.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.539e-04, size: 608, ETA: 4:54:38
2024-12-17 11:14:33.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.537e-04, size: 704, ETA: 4:54:36
2024-12-17 11:14:35.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.536e-04, size: 672, ETA: 4:54:33
2024-12-17 11:14:37.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.535e-04, size: 672, ETA: 4:54:31
2024-12-17 11:14:40.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.534e-04, size: 640, ETA: 4:54:29
2024-12-17 11:14:43.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.533e-04, size: 736, ETA: 4:54:27
2024-12-17 11:14:45.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.532e-04, size: 544, ETA: 4:54:25
2024-12-17 11:14:47.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.531e-04, size: 608, ETA: 4:54:23
2024-12-17 11:14:49.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.530e-04, size: 704, ETA: 4:54:20
2024-12-17 11:14:51.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.006s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.528e-04, size: 576, ETA: 4:54:18
2024-12-17 11:14:53.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.527e-04, size: 736, ETA: 4:54:16
2024-12-17 11:14:55.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.526e-04, size: 672, ETA: 4:54:14
2024-12-17 11:14:58.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.525e-04, size: 736, ETA: 4:54:12
2024-12-17 11:15:00.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.524e-04, size: 640, ETA: 4:54:10
2024-12-17 11:15:02.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 77/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.523e-04, size: 672, ETA: 4:54:07
2024-12-17 11:15:04.038 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 11:15:04.452 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch78
2024-12-17 11:15:07.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.521e-04, size: 640, ETA: 4:54:05
2024-12-17 11:15:10.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.520e-04, size: 608, ETA: 4:54:03
2024-12-17 11:15:12.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.519e-04, size: 704, ETA: 4:54:01
2024-12-17 11:15:14.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.518e-04, size: 576, ETA: 4:53:58
2024-12-17 11:15:17.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.517e-04, size: 608, ETA: 4:53:56
2024-12-17 11:15:19.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.516e-04, size: 640, ETA: 4:53:54
2024-12-17 11:15:21.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.515e-04, size: 704, ETA: 4:53:52
2024-12-17 11:15:23.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.514e-04, size: 640, ETA: 4:53:49
2024-12-17 11:15:25.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.512e-04, size: 672, ETA: 4:53:47
2024-12-17 11:15:27.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.511e-04, size: 672, ETA: 4:53:45
2024-12-17 11:15:29.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.510e-04, size: 736, ETA: 4:53:43
2024-12-17 11:15:31.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.509e-04, size: 704, ETA: 4:53:40
2024-12-17 11:15:33.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.508e-04, size: 704, ETA: 4:53:38
2024-12-17 11:15:35.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.507e-04, size: 544, ETA: 4:53:36
2024-12-17 11:15:38.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.506e-04, size: 544, ETA: 4:53:34
2024-12-17 11:15:40.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.505e-04, size: 640, ETA: 4:53:32
2024-12-17 11:15:43.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.503e-04, size: 704, ETA: 4:53:30
2024-12-17 11:15:45.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.502e-04, size: 544, ETA: 4:53:27
2024-12-17 11:15:47.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.501e-04, size: 640, ETA: 4:53:25
2024-12-17 11:15:49.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.500e-04, size: 576, ETA: 4:53:23
2024-12-17 11:15:51.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.499e-04, size: 736, ETA: 4:53:21
2024-12-17 11:15:54.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.498e-04, size: 544, ETA: 4:53:19
2024-12-17 11:15:56.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.497e-04, size: 576, ETA: 4:53:16
2024-12-17 11:15:58.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.496e-04, size: 672, ETA: 4:53:14
2024-12-17 11:16:00.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.495e-04, size: 704, ETA: 4:53:12
2024-12-17 11:16:02.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.493e-04, size: 544, ETA: 4:53:09
2024-12-17 11:16:03.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.492e-04, size: 576, ETA: 4:53:07
2024-12-17 11:16:05.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.491e-04, size: 576, ETA: 4:53:05
2024-12-17 11:16:07.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.490e-04, size: 640, ETA: 4:53:02
2024-12-17 11:16:10.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.489e-04, size: 736, ETA: 4:53:00
2024-12-17 11:16:12.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.488e-04, size: 544, ETA: 4:52:58
2024-12-17 11:16:15.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 4.487e-04, size: 544, ETA: 4:52:56
2024-12-17 11:16:17.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.486e-04, size: 640, ETA: 4:52:54
2024-12-17 11:16:20.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.277s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.485e-04, size: 640, ETA: 4:52:52
2024-12-17 11:16:22.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.483e-04, size: 576, ETA: 4:52:50
2024-12-17 11:16:24.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.482e-04, size: 704, ETA: 4:52:47
2024-12-17 11:16:26.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.481e-04, size: 736, ETA: 4:52:45
2024-12-17 11:16:28.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.480e-04, size: 672, ETA: 4:52:43
2024-12-17 11:16:30.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.479e-04, size: 640, ETA: 4:52:41
2024-12-17 11:16:32.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.478e-04, size: 576, ETA: 4:52:38
2024-12-17 11:16:35.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.477e-04, size: 704, ETA: 4:52:36
2024-12-17 11:16:37.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.476e-04, size: 736, ETA: 4:52:34
2024-12-17 11:16:40.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.475e-04, size: 672, ETA: 4:52:32
2024-12-17 11:16:43.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.473e-04, size: 640, ETA: 4:52:30
2024-12-17 11:16:45.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.472e-04, size: 640, ETA: 4:52:28
2024-12-17 11:16:47.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.471e-04, size: 544, ETA: 4:52:26
2024-12-17 11:16:49.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.470e-04, size: 608, ETA: 4:52:23
2024-12-17 11:16:51.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.469e-04, size: 544, ETA: 4:52:21
2024-12-17 11:16:52.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.468e-04, size: 640, ETA: 4:52:19
2024-12-17 11:16:54.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.467e-04, size: 608, ETA: 4:52:16
2024-12-17 11:16:56.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.466e-04, size: 704, ETA: 4:52:14
2024-12-17 11:16:59.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.465e-04, size: 704, ETA: 4:52:12
2024-12-17 11:17:01.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.463e-04, size: 608, ETA: 4:52:09
2024-12-17 11:17:03.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.462e-04, size: 672, ETA: 4:52:07
2024-12-17 11:17:05.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.461e-04, size: 608, ETA: 4:52:05
2024-12-17 11:17:08.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.460e-04, size: 672, ETA: 4:52:03
2024-12-17 11:17:10.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.459e-04, size: 608, ETA: 4:52:01
2024-12-17 11:17:12.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.458e-04, size: 672, ETA: 4:51:59
2024-12-17 11:17:14.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.457e-04, size: 704, ETA: 4:51:56
2024-12-17 11:17:16.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.456e-04, size: 576, ETA: 4:51:54
2024-12-17 11:17:18.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.455e-04, size: 576, ETA: 4:51:52
2024-12-17 11:17:20.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.221s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.454e-04, size: 608, ETA: 4:51:50
2024-12-17 11:17:22.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.452e-04, size: 672, ETA: 4:51:47
2024-12-17 11:17:24.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.451e-04, size: 704, ETA: 4:51:45
2024-12-17 11:17:26.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.450e-04, size: 576, ETA: 4:51:43
2024-12-17 11:17:29.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.248s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.449e-04, size: 736, ETA: 4:51:41
2024-12-17 11:17:31.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.448e-04, size: 672, ETA: 4:51:38
2024-12-17 11:17:34.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.447e-04, size: 704, ETA: 4:51:36
2024-12-17 11:17:37.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.446e-04, size: 608, ETA: 4:51:34
2024-12-17 11:17:39.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.445e-04, size: 672, ETA: 4:51:32
2024-12-17 11:17:41.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.444e-04, size: 672, ETA: 4:51:30
2024-12-17 11:17:43.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.442e-04, size: 608, ETA: 4:51:28
2024-12-17 11:17:45.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.441e-04, size: 640, ETA: 4:51:25
2024-12-17 11:17:47.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.440e-04, size: 640, ETA: 4:51:23
2024-12-17 11:17:49.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.439e-04, size: 576, ETA: 4:51:21
2024-12-17 11:17:51.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.438e-04, size: 608, ETA: 4:51:18
2024-12-17 11:17:54.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.437e-04, size: 704, ETA: 4:51:16
2024-12-17 11:17:56.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.436e-04, size: 704, ETA: 4:51:14
2024-12-17 11:17:59.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.435e-04, size: 736, ETA: 4:51:12
2024-12-17 11:18:02.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.434e-04, size: 576, ETA: 4:51:10
2024-12-17 11:18:04.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.433e-04, size: 576, ETA: 4:51:08
2024-12-17 11:18:06.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.431e-04, size: 672, ETA: 4:51:06
2024-12-17 11:18:08.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.219s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.430e-04, size: 704, ETA: 4:51:04
2024-12-17 11:18:11.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.429e-04, size: 736, ETA: 4:51:02
2024-12-17 11:18:13.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.428e-04, size: 640, ETA: 4:50:59
2024-12-17 11:18:15.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.427e-04, size: 544, ETA: 4:50:57
2024-12-17 11:18:17.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.426e-04, size: 608, ETA: 4:50:55
2024-12-17 11:18:19.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.425e-04, size: 640, ETA: 4:50:53
2024-12-17 11:18:22.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.424e-04, size: 576, ETA: 4:50:51
2024-12-17 11:18:24.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.423e-04, size: 576, ETA: 4:50:49
2024-12-17 11:18:27.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.421e-04, size: 640, ETA: 4:50:47
2024-12-17 11:18:29.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.420e-04, size: 544, ETA: 4:50:44
2024-12-17 11:18:31.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.419e-04, size: 544, ETA: 4:50:42
2024-12-17 11:18:33.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.418e-04, size: 608, ETA: 4:50:40
2024-12-17 11:18:35.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.417e-04, size: 704, ETA: 4:50:37
2024-12-17 11:18:37.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.416e-04, size: 576, ETA: 4:50:35
2024-12-17 11:18:39.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.175s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.415e-04, size: 576, ETA: 4:50:33
2024-12-17 11:18:41.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.211s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.414e-04, size: 704, ETA: 4:50:30
2024-12-17 11:18:43.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.413e-04, size: 544, ETA: 4:50:28
2024-12-17 11:18:45.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.412e-04, size: 672, ETA: 4:50:26
2024-12-17 11:18:48.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.410e-04, size: 640, ETA: 4:50:24
2024-12-17 11:18:50.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.409e-04, size: 608, ETA: 4:50:22
2024-12-17 11:18:53.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.408e-04, size: 544, ETA: 4:50:20
2024-12-17 11:18:55.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.407e-04, size: 544, ETA: 4:50:18
2024-12-17 11:18:57.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.406e-04, size: 672, ETA: 4:50:15
2024-12-17 11:18:59.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.405e-04, size: 640, ETA: 4:50:13
2024-12-17 11:19:01.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.404e-04, size: 672, ETA: 4:50:11
2024-12-17 11:19:03.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.403e-04, size: 576, ETA: 4:50:08
2024-12-17 11:19:05.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.402e-04, size: 544, ETA: 4:50:06
2024-12-17 11:19:07.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.401e-04, size: 608, ETA: 4:50:04
2024-12-17 11:19:09.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.399e-04, size: 704, ETA: 4:50:02
2024-12-17 11:19:12.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.398e-04, size: 672, ETA: 4:49:59
2024-12-17 11:19:14.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.397e-04, size: 576, ETA: 4:49:57
2024-12-17 11:19:17.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.396e-04, size: 608, ETA: 4:49:55
2024-12-17 11:19:19.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.395e-04, size: 704, ETA: 4:49:53
2024-12-17 11:19:21.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.394e-04, size: 544, ETA: 4:49:51
2024-12-17 11:19:23.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.393e-04, size: 576, ETA: 4:49:49
2024-12-17 11:19:25.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.392e-04, size: 608, ETA: 4:49:46
2024-12-17 11:19:27.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.391e-04, size: 608, ETA: 4:49:44
2024-12-17 11:19:29.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.390e-04, size: 736, ETA: 4:49:42
2024-12-17 11:19:31.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.388e-04, size: 736, ETA: 4:49:39
2024-12-17 11:19:34.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.387e-04, size: 640, ETA: 4:49:37
2024-12-17 11:19:36.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.226s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.386e-04, size: 672, ETA: 4:49:35
2024-12-17 11:19:38.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.385e-04, size: 704, ETA: 4:49:33
2024-12-17 11:19:41.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.384e-04, size: 608, ETA: 4:49:31
2024-12-17 11:19:44.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.383e-04, size: 608, ETA: 4:49:29
2024-12-17 11:19:46.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.382e-04, size: 672, ETA: 4:49:27
2024-12-17 11:19:49.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.381e-04, size: 736, ETA: 4:49:25
2024-12-17 11:19:51.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.380e-04, size: 640, ETA: 4:49:23
2024-12-17 11:19:54.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.379e-04, size: 608, ETA: 4:49:21
2024-12-17 11:19:56.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.378e-04, size: 672, ETA: 4:49:19
2024-12-17 11:19:58.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.376e-04, size: 672, ETA: 4:49:16
2024-12-17 11:20:00.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.375e-04, size: 704, ETA: 4:49:14
2024-12-17 11:20:02.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.374e-04, size: 704, ETA: 4:49:12
2024-12-17 11:20:05.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.373e-04, size: 576, ETA: 4:49:10
2024-12-17 11:20:07.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.372e-04, size: 544, ETA: 4:49:07
2024-12-17 11:20:09.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.371e-04, size: 672, ETA: 4:49:05
2024-12-17 11:20:12.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.370e-04, size: 576, ETA: 4:49:03
2024-12-17 11:20:15.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.369e-04, size: 544, ETA: 4:49:01
2024-12-17 11:20:18.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.368e-04, size: 704, ETA: 4:48:59
2024-12-17 11:20:20.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.367e-04, size: 576, ETA: 4:48:57
2024-12-17 11:20:22.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.365e-04, size: 608, ETA: 4:48:55
2024-12-17 11:20:23.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.364e-04, size: 576, ETA: 4:48:52
2024-12-17 11:20:25.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.363e-04, size: 608, ETA: 4:48:50
2024-12-17 11:20:27.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.362e-04, size: 672, ETA: 4:48:48
2024-12-17 11:20:29.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.361e-04, size: 544, ETA: 4:48:45
2024-12-17 11:20:31.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.360e-04, size: 576, ETA: 4:48:43
2024-12-17 11:20:33.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.359e-04, size: 736, ETA: 4:48:41
2024-12-17 11:20:36.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.358e-04, size: 672, ETA: 4:48:39
2024-12-17 11:20:39.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.357e-04, size: 672, ETA: 4:48:37
2024-12-17 11:20:41.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.356e-04, size: 704, ETA: 4:48:35
2024-12-17 11:20:43.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.355e-04, size: 736, ETA: 4:48:33
2024-12-17 11:20:45.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.353e-04, size: 640, ETA: 4:48:30
2024-12-17 11:20:47.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.352e-04, size: 608, ETA: 4:48:28
2024-12-17 11:20:49.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.351e-04, size: 672, ETA: 4:48:26
2024-12-17 11:20:52.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.350e-04, size: 736, ETA: 4:48:23
2024-12-17 11:20:54.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.349e-04, size: 736, ETA: 4:48:21
2024-12-17 11:20:56.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.348e-04, size: 672, ETA: 4:48:19
2024-12-17 11:20:59.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.347e-04, size: 672, ETA: 4:48:17
2024-12-17 11:21:01.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.346e-04, size: 608, ETA: 4:48:15
2024-12-17 11:21:04.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.345e-04, size: 736, ETA: 4:48:13
2024-12-17 11:21:07.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.344e-04, size: 704, ETA: 4:48:11
2024-12-17 11:21:09.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.343e-04, size: 736, ETA: 4:48:09
2024-12-17 11:21:12.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.341e-04, size: 672, ETA: 4:48:07
2024-12-17 11:21:14.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.340e-04, size: 704, ETA: 4:48:04
2024-12-17 11:21:16.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.339e-04, size: 640, ETA: 4:48:02
2024-12-17 11:21:18.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.338e-04, size: 576, ETA: 4:48:00
2024-12-17 11:21:20.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.337e-04, size: 576, ETA: 4:47:58
2024-12-17 11:21:22.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.336e-04, size: 544, ETA: 4:47:56
2024-12-17 11:21:25.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.335e-04, size: 736, ETA: 4:47:54
2024-12-17 11:21:27.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.334e-04, size: 576, ETA: 4:47:51
2024-12-17 11:21:30.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.333e-04, size: 576, ETA: 4:47:49
2024-12-17 11:21:33.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.332e-04, size: 544, ETA: 4:47:47
2024-12-17 11:21:35.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.331e-04, size: 736, ETA: 4:47:45
2024-12-17 11:21:37.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.329e-04, size: 672, ETA: 4:47:43
2024-12-17 11:21:39.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.328e-04, size: 576, ETA: 4:47:40
2024-12-17 11:21:41.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.327e-04, size: 576, ETA: 4:47:38
2024-12-17 11:21:42.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.326e-04, size: 576, ETA: 4:47:36
2024-12-17 11:21:44.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.325e-04, size: 640, ETA: 4:47:34
2024-12-17 11:21:47.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.324e-04, size: 736, ETA: 4:47:31
2024-12-17 11:21:49.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.323e-04, size: 544, ETA: 4:47:29
2024-12-17 11:21:51.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.322e-04, size: 608, ETA: 4:47:27
2024-12-17 11:21:53.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.321e-04, size: 544, ETA: 4:47:25
2024-12-17 11:21:55.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.320e-04, size: 544, ETA: 4:47:22
2024-12-17 11:21:58.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.319e-04, size: 576, ETA: 4:47:20
2024-12-17 11:22:01.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 4.318e-04, size: 672, ETA: 4:47:18
2024-12-17 11:22:03.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.316e-04, size: 736, ETA: 4:47:16
2024-12-17 11:22:05.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.315e-04, size: 640, ETA: 4:47:14
2024-12-17 11:22:07.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.314e-04, size: 640, ETA: 4:47:12
2024-12-17 11:22:09.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.313e-04, size: 704, ETA: 4:47:09
2024-12-17 11:22:11.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.312e-04, size: 640, ETA: 4:47:07
2024-12-17 11:22:13.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.311e-04, size: 608, ETA: 4:47:05
2024-12-17 11:22:15.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.310e-04, size: 608, ETA: 4:47:02
2024-12-17 11:22:17.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.309e-04, size: 672, ETA: 4:47:00
2024-12-17 11:22:20.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.308e-04, size: 736, ETA: 4:46:58
2024-12-17 11:22:22.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.307e-04, size: 544, ETA: 4:46:56
2024-12-17 11:22:25.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.306e-04, size: 576, ETA: 4:46:54
2024-12-17 11:22:27.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.304e-04, size: 672, ETA: 4:46:52
2024-12-17 11:22:30.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.303e-04, size: 640, ETA: 4:46:50
2024-12-17 11:22:32.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.302e-04, size: 640, ETA: 4:46:47
2024-12-17 11:22:34.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.301e-04, size: 736, ETA: 4:46:45
2024-12-17 11:22:36.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.300e-04, size: 640, ETA: 4:46:43
2024-12-17 11:22:38.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.299e-04, size: 704, ETA: 4:46:41
2024-12-17 11:22:40.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.298e-04, size: 640, ETA: 4:46:38
2024-12-17 11:22:42.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.297e-04, size: 608, ETA: 4:46:36
2024-12-17 11:22:44.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.296e-04, size: 608, ETA: 4:46:34
2024-12-17 11:22:46.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.295e-04, size: 736, ETA: 4:46:32
2024-12-17 11:22:49.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.294e-04, size: 672, ETA: 4:46:30
2024-12-17 11:22:51.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.293e-04, size: 608, ETA: 4:46:28
2024-12-17 11:22:54.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.291e-04, size: 672, ETA: 4:46:25
2024-12-17 11:22:56.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.290e-04, size: 544, ETA: 4:46:23
2024-12-17 11:22:58.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.289e-04, size: 672, ETA: 4:46:21
2024-12-17 11:23:00.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.288e-04, size: 736, ETA: 4:46:18
2024-12-17 11:23:02.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.287e-04, size: 576, ETA: 4:46:16
2024-12-17 11:23:03.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.286e-04, size: 576, ETA: 4:46:14
2024-12-17 11:23:05.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.285e-04, size: 704, ETA: 4:46:11
2024-12-17 11:23:08.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.284e-04, size: 736, ETA: 4:46:09
2024-12-17 11:23:10.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.283e-04, size: 608, ETA: 4:46:07
2024-12-17 11:23:13.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.282e-04, size: 704, ETA: 4:46:05
2024-12-17 11:23:16.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.281e-04, size: 576, ETA: 4:46:03
2024-12-17 11:23:19.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.280e-04, size: 736, ETA: 4:46:01
2024-12-17 11:23:21.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.279e-04, size: 640, ETA: 4:45:59
2024-12-17 11:23:23.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.277e-04, size: 672, ETA: 4:45:57
2024-12-17 11:23:25.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.276e-04, size: 640, ETA: 4:45:55
2024-12-17 11:23:27.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.275e-04, size: 640, ETA: 4:45:52
2024-12-17 11:23:29.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.274e-04, size: 704, ETA: 4:45:50
2024-12-17 11:23:31.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.273e-04, size: 736, ETA: 4:45:48
2024-12-17 11:23:33.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.272e-04, size: 608, ETA: 4:45:46
2024-12-17 11:23:36.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.271e-04, size: 704, ETA: 4:45:43
2024-12-17 11:23:38.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.270e-04, size: 544, ETA: 4:45:41
2024-12-17 11:23:41.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.269e-04, size: 672, ETA: 4:45:39
2024-12-17 11:23:43.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.268e-04, size: 640, ETA: 4:45:37
2024-12-17 11:23:45.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.267e-04, size: 704, ETA: 4:45:35
2024-12-17 11:23:47.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.266e-04, size: 608, ETA: 4:45:33
2024-12-17 11:23:49.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 4.264e-04, size: 576, ETA: 4:45:30
2024-12-17 11:23:51.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.263e-04, size: 544, ETA: 4:45:28
2024-12-17 11:23:53.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.007s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.262e-04, size: 736, ETA: 4:45:26
2024-12-17 11:23:55.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.261e-04, size: 608, ETA: 4:45:23
2024-12-17 11:23:57.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.260e-04, size: 736, ETA: 4:45:21
2024-12-17 11:24:00.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.259e-04, size: 640, ETA: 4:45:19
2024-12-17 11:24:02.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.258e-04, size: 736, ETA: 4:45:17
2024-12-17 11:24:05.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 78/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.257e-04, size: 704, ETA: 4:45:15
2024-12-17 11:24:06.464 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 11:24:06.877 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch79
2024-12-17 11:24:09.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.255e-04, size: 704, ETA: 4:45:12
2024-12-17 11:24:11.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.254e-04, size: 640, ETA: 4:45:10
2024-12-17 11:24:13.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.253e-04, size: 576, ETA: 4:45:07
2024-12-17 11:24:15.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.252e-04, size: 672, ETA: 4:45:05
2024-12-17 11:24:17.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.251e-04, size: 672, ETA: 4:45:03
2024-12-17 11:24:19.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.250e-04, size: 576, ETA: 4:45:01
2024-12-17 11:24:21.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.249e-04, size: 640, ETA: 4:44:58
2024-12-17 11:24:23.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.248e-04, size: 608, ETA: 4:44:56
2024-12-17 11:24:25.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.247e-04, size: 576, ETA: 4:44:54
2024-12-17 11:24:28.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 4.246e-04, size: 704, ETA: 4:44:52
2024-12-17 11:24:30.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.245e-04, size: 544, ETA: 4:44:50
2024-12-17 11:24:33.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.244e-04, size: 576, ETA: 4:44:48
2024-12-17 11:24:35.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.243e-04, size: 640, ETA: 4:44:45
2024-12-17 11:24:37.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.241e-04, size: 608, ETA: 4:44:43
2024-12-17 11:24:39.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.240e-04, size: 672, ETA: 4:44:41
2024-12-17 11:24:41.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.239e-04, size: 576, ETA: 4:44:38
2024-12-17 11:24:43.009 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.238e-04, size: 544, ETA: 4:44:36
2024-12-17 11:24:44.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.237e-04, size: 672, ETA: 4:44:34
2024-12-17 11:24:46.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.236e-04, size: 608, ETA: 4:44:31
2024-12-17 11:24:49.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.235e-04, size: 608, ETA: 4:44:29
2024-12-17 11:24:51.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.234e-04, size: 544, ETA: 4:44:27
2024-12-17 11:24:53.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.233e-04, size: 608, ETA: 4:44:25
2024-12-17 11:24:56.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.268s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.232e-04, size: 608, ETA: 4:44:23
2024-12-17 11:24:59.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.231e-04, size: 672, ETA: 4:44:21
2024-12-17 11:25:01.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.230e-04, size: 544, ETA: 4:44:18
2024-12-17 11:25:03.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.004s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.229e-04, size: 672, ETA: 4:44:16
2024-12-17 11:25:05.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.227e-04, size: 608, ETA: 4:44:14
2024-12-17 11:25:06.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.226e-04, size: 544, ETA: 4:44:11
2024-12-17 11:25:08.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.225e-04, size: 704, ETA: 4:44:09
2024-12-17 11:25:10.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.224e-04, size: 608, ETA: 4:44:07
2024-12-17 11:25:13.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 4.223e-04, size: 704, ETA: 4:44:05
2024-12-17 11:25:15.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.222e-04, size: 640, ETA: 4:44:02
2024-12-17 11:25:17.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.221e-04, size: 640, ETA: 4:44:00
2024-12-17 11:25:19.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.220e-04, size: 544, ETA: 4:43:58
2024-12-17 11:25:22.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.219e-04, size: 704, ETA: 4:43:56
2024-12-17 11:25:24.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.218e-04, size: 704, ETA: 4:43:54
2024-12-17 11:25:27.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.217e-04, size: 608, ETA: 4:43:52
2024-12-17 11:25:29.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.216e-04, size: 608, ETA: 4:43:50
2024-12-17 11:25:32.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.215e-04, size: 704, ETA: 4:43:48
2024-12-17 11:25:34.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.214e-04, size: 544, ETA: 4:43:45
2024-12-17 11:25:36.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.212e-04, size: 672, ETA: 4:43:43
2024-12-17 11:25:38.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.211e-04, size: 736, ETA: 4:43:41
2024-12-17 11:25:40.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.210e-04, size: 544, ETA: 4:43:38
2024-12-17 11:25:41.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.209e-04, size: 736, ETA: 4:43:36
2024-12-17 11:25:44.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.208e-04, size: 704, ETA: 4:43:34
2024-12-17 11:25:46.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.207e-04, size: 640, ETA: 4:43:32
2024-12-17 11:25:48.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.206e-04, size: 672, ETA: 4:43:30
2024-12-17 11:25:51.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.205e-04, size: 704, ETA: 4:43:27
2024-12-17 11:25:53.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.204e-04, size: 640, ETA: 4:43:25
2024-12-17 11:25:56.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.249s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.203e-04, size: 640, ETA: 4:43:23
2024-12-17 11:25:58.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.202e-04, size: 576, ETA: 4:43:21
2024-12-17 11:26:00.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.201e-04, size: 640, ETA: 4:43:19
2024-12-17 11:26:02.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.200e-04, size: 704, ETA: 4:43:16
2024-12-17 11:26:04.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.199e-04, size: 736, ETA: 4:43:14
2024-12-17 11:26:06.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.197e-04, size: 704, ETA: 4:43:12
2024-12-17 11:26:08.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.196e-04, size: 736, ETA: 4:43:10
2024-12-17 11:26:10.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.195e-04, size: 672, ETA: 4:43:07
2024-12-17 11:26:13.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.194e-04, size: 736, ETA: 4:43:05
2024-12-17 11:26:15.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.193e-04, size: 544, ETA: 4:43:03
2024-12-17 11:26:18.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.192e-04, size: 544, ETA: 4:43:01
2024-12-17 11:26:20.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.191e-04, size: 608, ETA: 4:42:59
2024-12-17 11:26:23.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.190e-04, size: 544, ETA: 4:42:57
2024-12-17 11:26:24.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.189e-04, size: 672, ETA: 4:42:54
2024-12-17 11:26:26.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.188e-04, size: 704, ETA: 4:42:52
2024-12-17 11:26:28.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.187e-04, size: 576, ETA: 4:42:50
2024-12-17 11:26:30.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.186e-04, size: 704, ETA: 4:42:47
2024-12-17 11:26:32.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.185e-04, size: 704, ETA: 4:42:45
2024-12-17 11:26:34.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.184e-04, size: 576, ETA: 4:42:43
2024-12-17 11:26:37.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.183e-04, size: 736, ETA: 4:42:41
2024-12-17 11:26:39.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.181e-04, size: 736, ETA: 4:42:39
2024-12-17 11:26:42.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.310s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.180e-04, size: 576, ETA: 4:42:37
2024-12-17 11:26:45.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.179e-04, size: 544, ETA: 4:42:35
2024-12-17 11:26:47.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.178e-04, size: 640, ETA: 4:42:33
2024-12-17 11:26:49.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.177e-04, size: 736, ETA: 4:42:30
2024-12-17 11:26:51.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.176e-04, size: 736, ETA: 4:42:28
2024-12-17 11:26:53.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.175e-04, size: 544, ETA: 4:42:26
2024-12-17 11:26:55.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.174e-04, size: 544, ETA: 4:42:23
2024-12-17 11:26:57.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.173e-04, size: 640, ETA: 4:42:21
2024-12-17 11:26:59.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.172e-04, size: 704, ETA: 4:42:19
2024-12-17 11:27:02.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.171e-04, size: 704, ETA: 4:42:17
2024-12-17 11:27:04.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.170e-04, size: 544, ETA: 4:42:15
2024-12-17 11:27:07.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.169e-04, size: 608, ETA: 4:42:13
2024-12-17 11:27:09.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.168e-04, size: 544, ETA: 4:42:11
2024-12-17 11:27:11.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.167e-04, size: 736, ETA: 4:42:08
2024-12-17 11:27:14.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.166e-04, size: 672, ETA: 4:42:06
2024-12-17 11:27:16.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.164e-04, size: 608, ETA: 4:42:04
2024-12-17 11:27:18.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.163e-04, size: 736, ETA: 4:42:02
2024-12-17 11:27:20.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.162e-04, size: 576, ETA: 4:41:59
2024-12-17 11:27:22.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.161e-04, size: 704, ETA: 4:41:57
2024-12-17 11:27:24.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.160e-04, size: 672, ETA: 4:41:55
2024-12-17 11:27:27.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.159e-04, size: 704, ETA: 4:41:53
2024-12-17 11:27:29.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.158e-04, size: 544, ETA: 4:41:51
2024-12-17 11:27:31.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.157e-04, size: 608, ETA: 4:41:48
2024-12-17 11:27:34.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.156e-04, size: 736, ETA: 4:41:46
2024-12-17 11:27:36.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.155e-04, size: 704, ETA: 4:41:44
2024-12-17 11:27:38.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.154e-04, size: 736, ETA: 4:41:42
2024-12-17 11:27:40.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.153e-04, size: 608, ETA: 4:41:40
2024-12-17 11:27:42.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.152e-04, size: 704, ETA: 4:41:37
2024-12-17 11:27:45.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.151e-04, size: 576, ETA: 4:41:35
2024-12-17 11:27:47.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.150e-04, size: 672, ETA: 4:41:33
2024-12-17 11:27:49.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.149e-04, size: 704, ETA: 4:41:31
2024-12-17 11:27:52.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.147e-04, size: 608, ETA: 4:41:29
2024-12-17 11:27:54.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.146e-04, size: 672, ETA: 4:41:27
2024-12-17 11:27:57.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.145e-04, size: 544, ETA: 4:41:25
2024-12-17 11:28:00.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.144e-04, size: 704, ETA: 4:41:23
2024-12-17 11:28:02.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.143e-04, size: 640, ETA: 4:41:21
2024-12-17 11:28:05.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 4.142e-04, size: 640, ETA: 4:41:19
2024-12-17 11:28:07.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.141e-04, size: 736, ETA: 4:41:17
2024-12-17 11:28:10.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.140e-04, size: 704, ETA: 4:41:14
2024-12-17 11:28:12.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.139e-04, size: 704, ETA: 4:41:12
2024-12-17 11:28:15.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.138e-04, size: 544, ETA: 4:41:10
2024-12-17 11:28:17.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 4.137e-04, size: 544, ETA: 4:41:08
2024-12-17 11:28:19.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 4.136e-04, size: 576, ETA: 4:41:06
2024-12-17 11:28:21.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.135e-04, size: 736, ETA: 4:41:04
2024-12-17 11:28:24.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.134e-04, size: 736, ETA: 4:41:01
2024-12-17 11:28:26.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.133e-04, size: 672, ETA: 4:40:59
2024-12-17 11:28:29.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.132e-04, size: 576, ETA: 4:40:57
2024-12-17 11:28:31.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.131e-04, size: 704, ETA: 4:40:55
2024-12-17 11:28:34.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.129e-04, size: 608, ETA: 4:40:53
2024-12-17 11:28:36.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.128e-04, size: 544, ETA: 4:40:51
2024-12-17 11:28:38.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.127e-04, size: 576, ETA: 4:40:49
2024-12-17 11:28:40.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.126e-04, size: 640, ETA: 4:40:46
2024-12-17 11:28:42.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.125e-04, size: 544, ETA: 4:40:44
2024-12-17 11:28:45.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.124e-04, size: 608, ETA: 4:40:42
2024-12-17 11:28:47.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.123e-04, size: 672, ETA: 4:40:40
2024-12-17 11:28:49.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.122e-04, size: 576, ETA: 4:40:37
2024-12-17 11:28:51.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.121e-04, size: 704, ETA: 4:40:35
2024-12-17 11:28:53.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.120e-04, size: 672, ETA: 4:40:33
2024-12-17 11:28:55.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.119e-04, size: 640, ETA: 4:40:31
2024-12-17 11:28:57.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.118e-04, size: 576, ETA: 4:40:28
2024-12-17 11:28:59.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.117e-04, size: 704, ETA: 4:40:26
2024-12-17 11:29:01.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.116e-04, size: 704, ETA: 4:40:24
2024-12-17 11:29:03.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.115e-04, size: 736, ETA: 4:40:22
2024-12-17 11:29:06.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.114e-04, size: 736, ETA: 4:40:20
2024-12-17 11:29:09.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.287s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.113e-04, size: 544, ETA: 4:40:18
2024-12-17 11:29:11.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.112e-04, size: 608, ETA: 4:40:15
2024-12-17 11:29:13.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.110e-04, size: 608, ETA: 4:40:13
2024-12-17 11:29:15.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.109e-04, size: 672, ETA: 4:40:11
2024-12-17 11:29:18.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.108e-04, size: 608, ETA: 4:40:09
2024-12-17 11:29:20.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.107e-04, size: 544, ETA: 4:40:07
2024-12-17 11:29:23.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.106e-04, size: 608, ETA: 4:40:05
2024-12-17 11:29:26.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.105e-04, size: 640, ETA: 4:40:03
2024-12-17 11:29:28.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.104e-04, size: 672, ETA: 4:40:00
2024-12-17 11:29:30.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.103e-04, size: 736, ETA: 4:39:58
2024-12-17 11:29:32.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.102e-04, size: 704, ETA: 4:39:56
2024-12-17 11:29:34.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.101e-04, size: 544, ETA: 4:39:54
2024-12-17 11:29:37.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.100e-04, size: 672, ETA: 4:39:52
2024-12-17 11:29:39.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.099e-04, size: 640, ETA: 4:39:50
2024-12-17 11:29:42.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.288s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.098e-04, size: 544, ETA: 4:39:48
2024-12-17 11:29:44.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.097e-04, size: 544, ETA: 4:39:46
2024-12-17 11:29:46.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.096e-04, size: 544, ETA: 4:39:43
2024-12-17 11:29:48.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.183s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.095e-04, size: 576, ETA: 4:39:41
2024-12-17 11:29:51.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.094e-04, size: 704, ETA: 4:39:39
2024-12-17 11:29:53.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.093e-04, size: 544, ETA: 4:39:36
2024-12-17 11:29:54.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.091e-04, size: 576, ETA: 4:39:34
2024-12-17 11:29:56.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.090e-04, size: 608, ETA: 4:39:32
2024-12-17 11:29:59.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.089e-04, size: 672, ETA: 4:39:30
2024-12-17 11:30:01.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.088e-04, size: 704, ETA: 4:39:27
2024-12-17 11:30:03.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.087e-04, size: 544, ETA: 4:39:25
2024-12-17 11:30:05.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.086e-04, size: 736, ETA: 4:39:23
2024-12-17 11:30:07.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.085e-04, size: 576, ETA: 4:39:21
2024-12-17 11:30:09.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.084e-04, size: 736, ETA: 4:39:18
2024-12-17 11:30:12.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.083e-04, size: 544, ETA: 4:39:16
2024-12-17 11:30:15.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.082e-04, size: 576, ETA: 4:39:14
2024-12-17 11:30:17.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.081e-04, size: 704, ETA: 4:39:12
2024-12-17 11:30:20.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.080e-04, size: 608, ETA: 4:39:10
2024-12-17 11:30:22.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.079e-04, size: 640, ETA: 4:39:08
2024-12-17 11:30:24.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.078e-04, size: 544, ETA: 4:39:06
2024-12-17 11:30:27.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.077e-04, size: 704, ETA: 4:39:04
2024-12-17 11:30:29.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.076e-04, size: 576, ETA: 4:39:01
2024-12-17 11:30:31.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.075e-04, size: 608, ETA: 4:38:59
2024-12-17 11:30:33.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.074e-04, size: 736, ETA: 4:38:57
2024-12-17 11:30:36.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 4.073e-04, size: 704, ETA: 4:38:55
2024-12-17 11:30:38.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.072e-04, size: 704, ETA: 4:38:53
2024-12-17 11:30:40.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.071e-04, size: 736, ETA: 4:38:50
2024-12-17 11:30:42.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.069e-04, size: 576, ETA: 4:38:48
2024-12-17 11:30:44.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 4.068e-04, size: 704, ETA: 4:38:46
2024-12-17 11:30:46.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.067e-04, size: 736, ETA: 4:38:44
2024-12-17 11:30:48.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 4.066e-04, size: 704, ETA: 4:38:41
2024-12-17 11:30:50.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.065e-04, size: 576, ETA: 4:38:39
2024-12-17 11:30:52.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.064e-04, size: 608, ETA: 4:38:37
2024-12-17 11:30:54.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.063e-04, size: 544, ETA: 4:38:34
2024-12-17 11:30:56.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.062e-04, size: 640, ETA: 4:38:32
2024-12-17 11:30:58.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.061e-04, size: 704, ETA: 4:38:30
2024-12-17 11:31:01.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.060e-04, size: 608, ETA: 4:38:28
2024-12-17 11:31:03.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.059e-04, size: 576, ETA: 4:38:26
2024-12-17 11:31:06.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.058e-04, size: 608, ETA: 4:38:24
2024-12-17 11:31:08.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.057e-04, size: 576, ETA: 4:38:21
2024-12-17 11:31:10.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.056e-04, size: 672, ETA: 4:38:19
2024-12-17 11:31:12.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.055e-04, size: 608, ETA: 4:38:17
2024-12-17 11:31:14.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.054e-04, size: 640, ETA: 4:38:15
2024-12-17 11:31:16.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.053e-04, size: 576, ETA: 4:38:12
2024-12-17 11:31:18.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.052e-04, size: 736, ETA: 4:38:10
2024-12-17 11:31:21.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.051e-04, size: 576, ETA: 4:38:08
2024-12-17 11:31:23.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.050e-04, size: 608, ETA: 4:38:06
2024-12-17 11:31:25.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.049e-04, size: 576, ETA: 4:38:03
2024-12-17 11:31:27.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.047e-04, size: 576, ETA: 4:38:01
2024-12-17 11:31:30.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.046e-04, size: 608, ETA: 4:37:59
2024-12-17 11:31:32.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.045e-04, size: 608, ETA: 4:37:57
2024-12-17 11:31:35.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.044e-04, size: 704, ETA: 4:37:55
2024-12-17 11:31:37.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.043e-04, size: 640, ETA: 4:37:53
2024-12-17 11:31:39.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.042e-04, size: 608, ETA: 4:37:50
2024-12-17 11:31:41.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.041e-04, size: 544, ETA: 4:37:48
2024-12-17 11:31:43.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.040e-04, size: 640, ETA: 4:37:46
2024-12-17 11:31:44.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.039e-04, size: 608, ETA: 4:37:43
2024-12-17 11:31:46.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.038e-04, size: 672, ETA: 4:37:41
2024-12-17 11:31:49.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.037e-04, size: 608, ETA: 4:37:39
2024-12-17 11:31:51.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.036e-04, size: 608, ETA: 4:37:37
2024-12-17 11:31:54.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.035e-04, size: 736, ETA: 4:37:35
2024-12-17 11:31:56.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.034e-04, size: 704, ETA: 4:37:33
2024-12-17 11:31:59.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.033e-04, size: 672, ETA: 4:37:31
2024-12-17 11:32:01.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.032e-04, size: 640, ETA: 4:37:28
2024-12-17 11:32:03.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.031e-04, size: 736, ETA: 4:37:26
2024-12-17 11:32:05.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 4.030e-04, size: 704, ETA: 4:37:24
2024-12-17 11:32:07.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.029e-04, size: 704, ETA: 4:37:22
2024-12-17 11:32:09.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.028e-04, size: 736, ETA: 4:37:19
2024-12-17 11:32:12.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.027e-04, size: 576, ETA: 4:37:17
2024-12-17 11:32:14.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.026e-04, size: 544, ETA: 4:37:15
2024-12-17 11:32:16.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.025e-04, size: 736, ETA: 4:37:13
2024-12-17 11:32:19.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.024e-04, size: 672, ETA: 4:37:11
2024-12-17 11:32:22.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.022e-04, size: 640, ETA: 4:37:09
2024-12-17 11:32:24.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.021e-04, size: 576, ETA: 4:37:07
2024-12-17 11:32:26.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.020e-04, size: 672, ETA: 4:37:04
2024-12-17 11:32:28.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.019e-04, size: 672, ETA: 4:37:02
2024-12-17 11:32:30.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.018e-04, size: 576, ETA: 4:37:00
2024-12-17 11:32:32.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.017e-04, size: 704, ETA: 4:36:58
2024-12-17 11:32:35.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.5Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.016e-04, size: 640, ETA: 4:36:55
2024-12-17 11:32:37.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.015e-04, size: 608, ETA: 4:36:53
2024-12-17 11:32:39.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 4.014e-04, size: 704, ETA: 4:36:51
2024-12-17 11:32:41.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 4.013e-04, size: 736, ETA: 4:36:49
2024-12-17 11:32:44.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.012e-04, size: 704, ETA: 4:36:47
2024-12-17 11:32:47.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.011e-04, size: 736, ETA: 4:36:45
2024-12-17 11:32:49.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.010e-04, size: 608, ETA: 4:36:43
2024-12-17 11:32:51.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 4.009e-04, size: 576, ETA: 4:36:40
2024-12-17 11:32:52.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.008e-04, size: 608, ETA: 4:36:38
2024-12-17 11:32:55.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.007e-04, size: 704, ETA: 4:36:36
2024-12-17 11:32:57.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.261s, data_time: 0.007s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.006e-04, size: 672, ETA: 4:36:34
2024-12-17 11:33:00.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 4.005e-04, size: 672, ETA: 4:36:31
2024-12-17 11:33:03.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.004e-04, size: 736, ETA: 4:36:29
2024-12-17 11:33:05.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 4.003e-04, size: 704, ETA: 4:36:27
2024-12-17 11:33:08.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 4.002e-04, size: 736, ETA: 4:36:25
2024-12-17 11:33:10.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 79/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 4.001e-04, size: 608, ETA: 4:36:23
2024-12-17 11:33:11.486 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 11:33:11.925 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch80
2024-12-17 11:33:13.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.999e-04, size: 544, ETA: 4:36:20
2024-12-17 11:33:15.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.998e-04, size: 672, ETA: 4:36:18
2024-12-17 11:33:18.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.997e-04, size: 736, ETA: 4:36:15
2024-12-17 11:33:20.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.996e-04, size: 576, ETA: 4:36:13
2024-12-17 11:33:22.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.995e-04, size: 608, ETA: 4:36:11
2024-12-17 11:33:24.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.994e-04, size: 576, ETA: 4:36:09
2024-12-17 11:33:27.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.993e-04, size: 640, ETA: 4:36:07
2024-12-17 11:33:29.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.992e-04, size: 608, ETA: 4:36:05
2024-12-17 11:33:32.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.991e-04, size: 544, ETA: 4:36:03
2024-12-17 11:33:34.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.990e-04, size: 544, ETA: 4:36:01
2024-12-17 11:33:36.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.989e-04, size: 672, ETA: 4:35:58
2024-12-17 11:33:39.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.988e-04, size: 704, ETA: 4:35:56
2024-12-17 11:33:41.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.987e-04, size: 704, ETA: 4:35:54
2024-12-17 11:33:43.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.986e-04, size: 576, ETA: 4:35:52
2024-12-17 11:33:45.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.985e-04, size: 640, ETA: 4:35:49
2024-12-17 11:33:47.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.984e-04, size: 576, ETA: 4:35:47
2024-12-17 11:33:49.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.983e-04, size: 640, ETA: 4:35:45
2024-12-17 11:33:51.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.982e-04, size: 672, ETA: 4:35:43
2024-12-17 11:33:54.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.981e-04, size: 608, ETA: 4:35:40
2024-12-17 11:33:56.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.980e-04, size: 608, ETA: 4:35:38
2024-12-17 11:33:59.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.979e-04, size: 672, ETA: 4:35:36
2024-12-17 11:34:01.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.977e-04, size: 640, ETA: 4:35:34
2024-12-17 11:34:04.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.976e-04, size: 704, ETA: 4:35:32
2024-12-17 11:34:06.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.975e-04, size: 672, ETA: 4:35:30
2024-12-17 11:34:08.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.974e-04, size: 544, ETA: 4:35:28
2024-12-17 11:34:11.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.973e-04, size: 608, ETA: 4:35:26
2024-12-17 11:34:13.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.972e-04, size: 704, ETA: 4:35:24
2024-12-17 11:34:16.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.971e-04, size: 544, ETA: 4:35:21
2024-12-17 11:34:18.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.970e-04, size: 704, ETA: 4:35:19
2024-12-17 11:34:21.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.969e-04, size: 608, ETA: 4:35:17
2024-12-17 11:34:23.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.968e-04, size: 736, ETA: 4:35:15
2024-12-17 11:34:26.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.967e-04, size: 544, ETA: 4:35:13
2024-12-17 11:34:28.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.966e-04, size: 576, ETA: 4:35:11
2024-12-17 11:34:30.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.965e-04, size: 640, ETA: 4:35:09
2024-12-17 11:34:33.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.249s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.964e-04, size: 640, ETA: 4:35:07
2024-12-17 11:34:35.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.963e-04, size: 608, ETA: 4:35:05
2024-12-17 11:34:37.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.962e-04, size: 608, ETA: 4:35:02
2024-12-17 11:34:39.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.961e-04, size: 704, ETA: 4:35:00
2024-12-17 11:34:42.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.960e-04, size: 544, ETA: 4:34:58
2024-12-17 11:34:44.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 3.959e-04, size: 576, ETA: 4:34:56
2024-12-17 11:34:46.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.958e-04, size: 608, ETA: 4:34:53
2024-12-17 11:34:49.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.957e-04, size: 608, ETA: 4:34:51
2024-12-17 11:34:52.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.956e-04, size: 576, ETA: 4:34:49
2024-12-17 11:34:54.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.955e-04, size: 640, ETA: 4:34:47
2024-12-17 11:34:57.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.954e-04, size: 672, ETA: 4:34:45
2024-12-17 11:34:59.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.953e-04, size: 576, ETA: 4:34:43
2024-12-17 11:35:01.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.952e-04, size: 736, ETA: 4:34:41
2024-12-17 11:35:03.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.951e-04, size: 544, ETA: 4:34:38
2024-12-17 11:35:05.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.950e-04, size: 640, ETA: 4:34:36
2024-12-17 11:35:08.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.949e-04, size: 736, ETA: 4:34:34
2024-12-17 11:35:10.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.948e-04, size: 672, ETA: 4:34:32
2024-12-17 11:35:13.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.947e-04, size: 640, ETA: 4:34:30
2024-12-17 11:35:15.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.946e-04, size: 672, ETA: 4:34:28
2024-12-17 11:35:17.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.944e-04, size: 672, ETA: 4:34:26
2024-12-17 11:35:19.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.943e-04, size: 704, ETA: 4:34:23
2024-12-17 11:35:21.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.942e-04, size: 640, ETA: 4:34:21
2024-12-17 11:35:23.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.941e-04, size: 704, ETA: 4:34:19
2024-12-17 11:35:26.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.940e-04, size: 640, ETA: 4:34:17
2024-12-17 11:35:28.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.939e-04, size: 640, ETA: 4:34:14
2024-12-17 11:35:31.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.938e-04, size: 736, ETA: 4:34:12
2024-12-17 11:35:33.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.937e-04, size: 576, ETA: 4:34:10
2024-12-17 11:35:36.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.936e-04, size: 608, ETA: 4:34:08
2024-12-17 11:35:39.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.935e-04, size: 704, ETA: 4:34:06
2024-12-17 11:35:41.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.934e-04, size: 608, ETA: 4:34:04
2024-12-17 11:35:43.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.933e-04, size: 672, ETA: 4:34:02
2024-12-17 11:35:45.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.932e-04, size: 608, ETA: 4:34:00
2024-12-17 11:35:47.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.931e-04, size: 640, ETA: 4:33:57
2024-12-17 11:35:49.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.930e-04, size: 704, ETA: 4:33:55
2024-12-17 11:35:51.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.929e-04, size: 640, ETA: 4:33:53
2024-12-17 11:35:53.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.928e-04, size: 608, ETA: 4:33:51
2024-12-17 11:35:56.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.927e-04, size: 544, ETA: 4:33:48
2024-12-17 11:35:58.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.926e-04, size: 576, ETA: 4:33:46
2024-12-17 11:36:01.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.311s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.925e-04, size: 736, ETA: 4:33:44
2024-12-17 11:36:04.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.924e-04, size: 672, ETA: 4:33:42
2024-12-17 11:36:06.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.923e-04, size: 544, ETA: 4:33:40
2024-12-17 11:36:08.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.922e-04, size: 640, ETA: 4:33:38
2024-12-17 11:36:10.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.921e-04, size: 640, ETA: 4:33:36
2024-12-17 11:36:12.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.920e-04, size: 736, ETA: 4:33:33
2024-12-17 11:36:14.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.919e-04, size: 608, ETA: 4:33:31
2024-12-17 11:36:16.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.918e-04, size: 672, ETA: 4:33:29
2024-12-17 11:36:19.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.917e-04, size: 640, ETA: 4:33:27
2024-12-17 11:36:21.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.916e-04, size: 672, ETA: 4:33:24
2024-12-17 11:36:23.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.915e-04, size: 544, ETA: 4:33:22
2024-12-17 11:36:26.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.914e-04, size: 576, ETA: 4:33:20
2024-12-17 11:36:29.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.913e-04, size: 672, ETA: 4:33:18
2024-12-17 11:36:31.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.912e-04, size: 576, ETA: 4:33:16
2024-12-17 11:36:33.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.911e-04, size: 608, ETA: 4:33:14
2024-12-17 11:36:35.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.910e-04, size: 672, ETA: 4:33:11
2024-12-17 11:36:37.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.909e-04, size: 704, ETA: 4:33:09
2024-12-17 11:36:39.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.908e-04, size: 672, ETA: 4:33:07
2024-12-17 11:36:41.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.907e-04, size: 576, ETA: 4:33:05
2024-12-17 11:36:44.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.906e-04, size: 672, ETA: 4:33:03
2024-12-17 11:36:46.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.905e-04, size: 736, ETA: 4:33:00
2024-12-17 11:36:48.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.904e-04, size: 576, ETA: 4:32:58
2024-12-17 11:36:50.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.903e-04, size: 576, ETA: 4:32:56
2024-12-17 11:36:53.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.901e-04, size: 704, ETA: 4:32:54
2024-12-17 11:36:55.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.900e-04, size: 608, ETA: 4:32:51
2024-12-17 11:36:57.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.899e-04, size: 736, ETA: 4:32:49
2024-12-17 11:36:59.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.898e-04, size: 544, ETA: 4:32:47
2024-12-17 11:37:01.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.897e-04, size: 544, ETA: 4:32:45
2024-12-17 11:37:04.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.896e-04, size: 608, ETA: 4:32:43
2024-12-17 11:37:06.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.895e-04, size: 736, ETA: 4:32:40
2024-12-17 11:37:08.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.894e-04, size: 736, ETA: 4:32:38
2024-12-17 11:37:10.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.893e-04, size: 576, ETA: 4:32:36
2024-12-17 11:37:12.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.892e-04, size: 736, ETA: 4:32:34
2024-12-17 11:37:15.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.891e-04, size: 608, ETA: 4:32:32
2024-12-17 11:37:18.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.890e-04, size: 640, ETA: 4:32:30
2024-12-17 11:37:20.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.889e-04, size: 640, ETA: 4:32:28
2024-12-17 11:37:22.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.888e-04, size: 576, ETA: 4:32:25
2024-12-17 11:37:24.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.887e-04, size: 640, ETA: 4:32:23
2024-12-17 11:37:26.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.886e-04, size: 544, ETA: 4:32:21
2024-12-17 11:37:28.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.885e-04, size: 704, ETA: 4:32:18
2024-12-17 11:37:30.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.884e-04, size: 576, ETA: 4:32:16
2024-12-17 11:37:32.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.883e-04, size: 576, ETA: 4:32:14
2024-12-17 11:37:34.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.882e-04, size: 576, ETA: 4:32:12
2024-12-17 11:37:36.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.881e-04, size: 608, ETA: 4:32:09
2024-12-17 11:37:38.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.880e-04, size: 608, ETA: 4:32:07
2024-12-17 11:37:41.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 3.879e-04, size: 544, ETA: 4:32:05
2024-12-17 11:37:43.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.878e-04, size: 576, ETA: 4:32:03
2024-12-17 11:37:46.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.877e-04, size: 576, ETA: 4:32:01
2024-12-17 11:37:48.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.876e-04, size: 736, ETA: 4:31:59
2024-12-17 11:37:50.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.875e-04, size: 576, ETA: 4:31:56
2024-12-17 11:37:52.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.874e-04, size: 640, ETA: 4:31:54
2024-12-17 11:37:54.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.873e-04, size: 544, ETA: 4:31:52
2024-12-17 11:37:56.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.872e-04, size: 704, ETA: 4:31:49
2024-12-17 11:37:58.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.871e-04, size: 576, ETA: 4:31:47
2024-12-17 11:38:00.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.870e-04, size: 576, ETA: 4:31:45
2024-12-17 11:38:02.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.869e-04, size: 704, ETA: 4:31:43
2024-12-17 11:38:05.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.868e-04, size: 672, ETA: 4:31:41
2024-12-17 11:38:07.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.867e-04, size: 736, ETA: 4:31:38
2024-12-17 11:38:10.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.866e-04, size: 736, ETA: 4:31:36
2024-12-17 11:38:12.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.865e-04, size: 608, ETA: 4:31:34
2024-12-17 11:38:14.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.864e-04, size: 544, ETA: 4:31:32
2024-12-17 11:38:16.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.863e-04, size: 640, ETA: 4:31:30
2024-12-17 11:38:18.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.862e-04, size: 576, ETA: 4:31:27
2024-12-17 11:38:20.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.861e-04, size: 608, ETA: 4:31:25
2024-12-17 11:38:22.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.860e-04, size: 544, ETA: 4:31:23
2024-12-17 11:38:24.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.859e-04, size: 640, ETA: 4:31:20
2024-12-17 11:38:26.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.858e-04, size: 672, ETA: 4:31:18
2024-12-17 11:38:29.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.857e-04, size: 704, ETA: 4:31:16
2024-12-17 11:38:32.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.856e-04, size: 640, ETA: 4:31:14
2024-12-17 11:38:34.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.855e-04, size: 704, ETA: 4:31:12
2024-12-17 11:38:36.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.854e-04, size: 576, ETA: 4:31:10
2024-12-17 11:38:39.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.853e-04, size: 640, ETA: 4:31:08
2024-12-17 11:38:41.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.852e-04, size: 704, ETA: 4:31:05
2024-12-17 11:38:43.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.851e-04, size: 640, ETA: 4:31:03
2024-12-17 11:38:45.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.850e-04, size: 736, ETA: 4:31:01
2024-12-17 11:38:47.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.849e-04, size: 640, ETA: 4:30:59
2024-12-17 11:38:49.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.848e-04, size: 704, ETA: 4:30:57
2024-12-17 11:38:51.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.847e-04, size: 576, ETA: 4:30:54
2024-12-17 11:38:53.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.846e-04, size: 736, ETA: 4:30:52
2024-12-17 11:38:55.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.845e-04, size: 544, ETA: 4:30:50
2024-12-17 11:38:57.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.844e-04, size: 640, ETA: 4:30:47
2024-12-17 11:38:59.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.843e-04, size: 576, ETA: 4:30:45
2024-12-17 11:39:01.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.842e-04, size: 608, ETA: 4:30:43
2024-12-17 11:39:03.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.841e-04, size: 736, ETA: 4:30:40
2024-12-17 11:39:05.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.840e-04, size: 576, ETA: 4:30:38
2024-12-17 11:39:07.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.839e-04, size: 640, ETA: 4:30:36
2024-12-17 11:39:09.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.838e-04, size: 736, ETA: 4:30:34
2024-12-17 11:39:12.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 3.837e-04, size: 608, ETA: 4:30:31
2024-12-17 11:39:14.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.836e-04, size: 608, ETA: 4:30:29
2024-12-17 11:39:17.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.835e-04, size: 736, ETA: 4:30:27
2024-12-17 11:39:19.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.834e-04, size: 704, ETA: 4:30:25
2024-12-17 11:39:21.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.833e-04, size: 704, ETA: 4:30:23
2024-12-17 11:39:23.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.831e-04, size: 736, ETA: 4:30:21
2024-12-17 11:39:25.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.830e-04, size: 640, ETA: 4:30:18
2024-12-17 11:39:27.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.829e-04, size: 672, ETA: 4:30:16
2024-12-17 11:39:29.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.828e-04, size: 640, ETA: 4:30:14
2024-12-17 11:39:32.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.827e-04, size: 672, ETA: 4:30:12
2024-12-17 11:39:34.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.826e-04, size: 544, ETA: 4:30:10
2024-12-17 11:39:36.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.825e-04, size: 608, ETA: 4:30:07
2024-12-17 11:39:39.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.824e-04, size: 640, ETA: 4:30:05
2024-12-17 11:39:41.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.823e-04, size: 704, ETA: 4:30:03
2024-12-17 11:39:43.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.822e-04, size: 704, ETA: 4:30:01
2024-12-17 11:39:45.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.821e-04, size: 672, ETA: 4:29:58
2024-12-17 11:39:47.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.820e-04, size: 544, ETA: 4:29:56
2024-12-17 11:39:49.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.819e-04, size: 576, ETA: 4:29:54
2024-12-17 11:39:51.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.818e-04, size: 672, ETA: 4:29:52
2024-12-17 11:39:54.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.817e-04, size: 576, ETA: 4:29:50
2024-12-17 11:39:56.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.816e-04, size: 736, ETA: 4:29:47
2024-12-17 11:39:59.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.815e-04, size: 576, ETA: 4:29:45
2024-12-17 11:40:01.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.814e-04, size: 608, ETA: 4:29:43
2024-12-17 11:40:04.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.813e-04, size: 608, ETA: 4:29:41
2024-12-17 11:40:07.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.812e-04, size: 608, ETA: 4:29:39
2024-12-17 11:40:09.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.811e-04, size: 672, ETA: 4:29:37
2024-12-17 11:40:11.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.810e-04, size: 736, ETA: 4:29:35
2024-12-17 11:40:14.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.809e-04, size: 544, ETA: 4:29:33
2024-12-17 11:40:16.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.808e-04, size: 672, ETA: 4:29:31
2024-12-17 11:40:18.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.807e-04, size: 672, ETA: 4:29:28
2024-12-17 11:40:21.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.806e-04, size: 736, ETA: 4:29:26
2024-12-17 11:40:24.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.805e-04, size: 640, ETA: 4:29:24
2024-12-17 11:40:26.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.804e-04, size: 544, ETA: 4:29:22
2024-12-17 11:40:28.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.803e-04, size: 704, ETA: 4:29:20
2024-12-17 11:40:30.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.802e-04, size: 576, ETA: 4:29:18
2024-12-17 11:40:32.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.801e-04, size: 576, ETA: 4:29:15
2024-12-17 11:40:34.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.800e-04, size: 640, ETA: 4:29:13
2024-12-17 11:40:36.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.799e-04, size: 576, ETA: 4:29:11
2024-12-17 11:40:38.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.798e-04, size: 544, ETA: 4:29:08
2024-12-17 11:40:40.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.797e-04, size: 576, ETA: 4:29:06
2024-12-17 11:40:42.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.796e-04, size: 608, ETA: 4:29:04
2024-12-17 11:40:44.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 3.795e-04, size: 640, ETA: 4:29:02
2024-12-17 11:40:47.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.794e-04, size: 544, ETA: 4:29:00
2024-12-17 11:40:50.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.793e-04, size: 608, ETA: 4:28:58
2024-12-17 11:40:52.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.792e-04, size: 640, ETA: 4:28:55
2024-12-17 11:40:54.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.791e-04, size: 704, ETA: 4:28:53
2024-12-17 11:40:56.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.790e-04, size: 576, ETA: 4:28:51
2024-12-17 11:40:58.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.789e-04, size: 640, ETA: 4:28:48
2024-12-17 11:41:00.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.788e-04, size: 576, ETA: 4:28:46
2024-12-17 11:41:02.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.787e-04, size: 608, ETA: 4:28:44
2024-12-17 11:41:04.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.786e-04, size: 608, ETA: 4:28:42
2024-12-17 11:41:06.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 3.785e-04, size: 640, ETA: 4:28:39
2024-12-17 11:41:08.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.784e-04, size: 704, ETA: 4:28:37
2024-12-17 11:41:11.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.783e-04, size: 736, ETA: 4:28:35
2024-12-17 11:41:14.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.782e-04, size: 640, ETA: 4:28:33
2024-12-17 11:41:16.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.781e-04, size: 544, ETA: 4:28:31
2024-12-17 11:41:18.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.780e-04, size: 608, ETA: 4:28:29
2024-12-17 11:41:20.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.779e-04, size: 640, ETA: 4:28:26
2024-12-17 11:41:22.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.778e-04, size: 576, ETA: 4:28:24
2024-12-17 11:41:24.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.777e-04, size: 576, ETA: 4:28:22
2024-12-17 11:41:26.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.776e-04, size: 640, ETA: 4:28:19
2024-12-17 11:41:28.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.775e-04, size: 704, ETA: 4:28:17
2024-12-17 11:41:30.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.774e-04, size: 672, ETA: 4:28:15
2024-12-17 11:41:33.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.773e-04, size: 736, ETA: 4:28:13
2024-12-17 11:41:35.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.772e-04, size: 544, ETA: 4:28:11
2024-12-17 11:41:38.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.771e-04, size: 640, ETA: 4:28:09
2024-12-17 11:41:40.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.770e-04, size: 736, ETA: 4:28:07
2024-12-17 11:41:42.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 3.769e-04, size: 544, ETA: 4:28:04
2024-12-17 11:41:44.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.768e-04, size: 608, ETA: 4:28:02
2024-12-17 11:41:46.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.767e-04, size: 704, ETA: 4:28:00
2024-12-17 11:41:48.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.766e-04, size: 704, ETA: 4:27:58
2024-12-17 11:41:50.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.765e-04, size: 544, ETA: 4:27:55
2024-12-17 11:41:52.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.764e-04, size: 704, ETA: 4:27:53
2024-12-17 11:41:55.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.763e-04, size: 736, ETA: 4:27:51
2024-12-17 11:41:57.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 3.762e-04, size: 640, ETA: 4:27:49
2024-12-17 11:41:59.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.761e-04, size: 736, ETA: 4:27:47
2024-12-17 11:42:02.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.760e-04, size: 736, ETA: 4:27:45
2024-12-17 11:42:05.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.270s, data_time: 0.007s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.759e-04, size: 544, ETA: 4:27:43
2024-12-17 11:42:07.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.758e-04, size: 576, ETA: 4:27:40
2024-12-17 11:42:09.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.757e-04, size: 608, ETA: 4:27:38
2024-12-17 11:42:11.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.756e-04, size: 576, ETA: 4:27:36
2024-12-17 11:42:13.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.755e-04, size: 672, ETA: 4:27:33
2024-12-17 11:42:15.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 80/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.754e-04, size: 672, ETA: 4:27:31
2024-12-17 11:42:16.651 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 11:43:13.150 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 11:43:13.309 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 11:43:13.481 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.17s)
2024-12-17 11:43:13.482 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 11:43:13.491 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 11:43:14.067 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.34 ms, Average inference time: 3.29 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.929
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.986
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.955
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.021
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.713
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.944
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.880
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.944
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.944
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.811
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.958
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 92.866 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 94.437 |

2024-12-17 11:43:14.068 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 11:43:15.231 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch81
2024-12-17 11:43:18.024 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.753e-04, size: 640, ETA: 4:27:28
2024-12-17 11:43:21.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.752e-04, size: 704, ETA: 4:27:26
2024-12-17 11:43:23.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.751e-04, size: 640, ETA: 4:27:24
2024-12-17 11:43:25.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.750e-04, size: 544, ETA: 4:27:22
2024-12-17 11:43:28.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.749e-04, size: 640, ETA: 4:27:20
2024-12-17 11:43:30.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.748e-04, size: 704, ETA: 4:27:18
2024-12-17 11:43:32.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.747e-04, size: 704, ETA: 4:27:15
2024-12-17 11:43:34.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.746e-04, size: 640, ETA: 4:27:13
2024-12-17 11:43:36.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.745e-04, size: 640, ETA: 4:27:11
2024-12-17 11:43:38.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.744e-04, size: 736, ETA: 4:27:09
2024-12-17 11:43:40.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.743e-04, size: 544, ETA: 4:27:06
2024-12-17 11:43:43.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.742e-04, size: 608, ETA: 4:27:04
2024-12-17 11:43:45.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.741e-04, size: 640, ETA: 4:27:02
2024-12-17 11:43:47.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.740e-04, size: 608, ETA: 4:27:00
2024-12-17 11:43:49.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.739e-04, size: 704, ETA: 4:26:58
2024-12-17 11:43:52.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.738e-04, size: 704, ETA: 4:26:56
2024-12-17 11:43:54.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.737e-04, size: 544, ETA: 4:26:54
2024-12-17 11:43:57.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.736e-04, size: 672, ETA: 4:26:52
2024-12-17 11:44:00.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.735e-04, size: 736, ETA: 4:26:50
2024-12-17 11:44:02.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.734e-04, size: 736, ETA: 4:26:47
2024-12-17 11:44:04.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.733e-04, size: 640, ETA: 4:26:45
2024-12-17 11:44:06.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.732e-04, size: 672, ETA: 4:26:43
2024-12-17 11:44:08.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.731e-04, size: 608, ETA: 4:26:40
2024-12-17 11:44:10.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.730e-04, size: 736, ETA: 4:26:38
2024-12-17 11:44:12.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.729e-04, size: 640, ETA: 4:26:36
2024-12-17 11:44:15.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.728e-04, size: 704, ETA: 4:26:34
2024-12-17 11:44:17.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.727e-04, size: 608, ETA: 4:26:32
2024-12-17 11:44:19.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.726e-04, size: 736, ETA: 4:26:29
2024-12-17 11:44:22.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.725e-04, size: 672, ETA: 4:26:27
2024-12-17 11:44:24.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.724e-04, size: 608, ETA: 4:26:25
2024-12-17 11:44:27.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.723e-04, size: 544, ETA: 4:26:23
2024-12-17 11:44:29.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.722e-04, size: 736, ETA: 4:26:21
2024-12-17 11:44:31.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.721e-04, size: 576, ETA: 4:26:19
2024-12-17 11:44:33.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.720e-04, size: 640, ETA: 4:26:16
2024-12-17 11:44:35.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.719e-04, size: 672, ETA: 4:26:14
2024-12-17 11:44:37.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.718e-04, size: 736, ETA: 4:26:12
2024-12-17 11:44:39.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.717e-04, size: 640, ETA: 4:26:10
2024-12-17 11:44:42.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.716e-04, size: 736, ETA: 4:26:08
2024-12-17 11:44:44.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.715e-04, size: 704, ETA: 4:26:05
2024-12-17 11:44:47.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.714e-04, size: 544, ETA: 4:26:03
2024-12-17 11:44:50.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.713e-04, size: 576, ETA: 4:26:01
2024-12-17 11:44:52.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.712e-04, size: 544, ETA: 4:25:59
2024-12-17 11:44:54.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.711e-04, size: 608, ETA: 4:25:57
2024-12-17 11:44:56.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.710e-04, size: 704, ETA: 4:25:55
2024-12-17 11:44:58.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.709e-04, size: 672, ETA: 4:25:52
2024-12-17 11:45:00.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.708e-04, size: 608, ETA: 4:25:50
2024-12-17 11:45:02.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.707e-04, size: 576, ETA: 4:25:48
2024-12-17 11:45:04.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.706e-04, size: 672, ETA: 4:25:45
2024-12-17 11:45:06.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.705e-04, size: 736, ETA: 4:25:43
2024-12-17 11:45:09.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.704e-04, size: 672, ETA: 4:25:41
2024-12-17 11:45:11.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.703e-04, size: 704, ETA: 4:25:39
2024-12-17 11:45:14.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.702e-04, size: 736, ETA: 4:25:37
2024-12-17 11:45:17.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.701e-04, size: 640, ETA: 4:25:35
2024-12-17 11:45:19.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.700e-04, size: 640, ETA: 4:25:33
2024-12-17 11:45:21.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.699e-04, size: 544, ETA: 4:25:30
2024-12-17 11:45:22.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.699e-04, size: 640, ETA: 4:25:28
2024-12-17 11:45:24.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.698e-04, size: 608, ETA: 4:25:26
2024-12-17 11:45:26.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.697e-04, size: 544, ETA: 4:25:23
2024-12-17 11:45:28.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.696e-04, size: 544, ETA: 4:25:21
2024-12-17 11:45:30.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.695e-04, size: 736, ETA: 4:25:19
2024-12-17 11:45:32.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.694e-04, size: 640, ETA: 4:25:16
2024-12-17 11:45:34.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.693e-04, size: 640, ETA: 4:25:14
2024-12-17 11:45:37.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.692e-04, size: 608, ETA: 4:25:12
2024-12-17 11:45:39.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.691e-04, size: 544, ETA: 4:25:10
2024-12-17 11:45:41.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.690e-04, size: 672, ETA: 4:25:08
2024-12-17 11:45:44.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.689e-04, size: 704, ETA: 4:25:06
2024-12-17 11:45:46.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.688e-04, size: 608, ETA: 4:25:03
2024-12-17 11:45:48.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.687e-04, size: 608, ETA: 4:25:01
2024-12-17 11:45:50.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.686e-04, size: 640, ETA: 4:24:59
2024-12-17 11:45:51.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.685e-04, size: 608, ETA: 4:24:56
2024-12-17 11:45:54.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.684e-04, size: 704, ETA: 4:24:54
2024-12-17 11:45:55.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.683e-04, size: 608, ETA: 4:24:52
2024-12-17 11:45:57.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.682e-04, size: 736, ETA: 4:24:50
2024-12-17 11:46:00.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.681e-04, size: 736, ETA: 4:24:47
2024-12-17 11:46:01.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.680e-04, size: 544, ETA: 4:24:45
2024-12-17 11:46:03.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.679e-04, size: 672, ETA: 4:24:43
2024-12-17 11:46:05.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.678e-04, size: 608, ETA: 4:24:40
2024-12-17 11:46:08.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.677e-04, size: 576, ETA: 4:24:38
2024-12-17 11:46:10.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.676e-04, size: 608, ETA: 4:24:36
2024-12-17 11:46:13.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.675e-04, size: 608, ETA: 4:24:34
2024-12-17 11:46:15.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.674e-04, size: 640, ETA: 4:24:32
2024-12-17 11:46:18.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.673e-04, size: 544, ETA: 4:24:30
2024-12-17 11:46:21.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.672e-04, size: 640, ETA: 4:24:28
2024-12-17 11:46:23.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.671e-04, size: 608, ETA: 4:24:26
2024-12-17 11:46:25.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.670e-04, size: 608, ETA: 4:24:23
2024-12-17 11:46:27.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.669e-04, size: 704, ETA: 4:24:21
2024-12-17 11:46:29.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.668e-04, size: 544, ETA: 4:24:19
2024-12-17 11:46:31.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.667e-04, size: 672, ETA: 4:24:17
2024-12-17 11:46:33.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.666e-04, size: 544, ETA: 4:24:14
2024-12-17 11:46:35.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 3.665e-04, size: 608, ETA: 4:24:12
2024-12-17 11:46:37.426 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.664e-04, size: 704, ETA: 4:24:10
2024-12-17 11:46:39.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.663e-04, size: 544, ETA: 4:24:07
2024-12-17 11:46:41.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.662e-04, size: 672, ETA: 4:24:05
2024-12-17 11:46:43.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.661e-04, size: 704, ETA: 4:24:03
2024-12-17 11:46:45.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.660e-04, size: 640, ETA: 4:24:01
2024-12-17 11:46:47.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.659e-04, size: 576, ETA: 4:23:58
2024-12-17 11:46:49.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.658e-04, size: 576, ETA: 4:23:56
2024-12-17 11:46:51.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.657e-04, size: 544, ETA: 4:23:54
2024-12-17 11:46:53.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.656e-04, size: 672, ETA: 4:23:51
2024-12-17 11:46:55.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.655e-04, size: 544, ETA: 4:23:49
2024-12-17 11:46:57.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.654e-04, size: 576, ETA: 4:23:47
2024-12-17 11:46:59.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.653e-04, size: 704, ETA: 4:23:45
2024-12-17 11:47:01.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.652e-04, size: 576, ETA: 4:23:42
2024-12-17 11:47:03.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.651e-04, size: 704, ETA: 4:23:40
2024-12-17 11:47:05.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.650e-04, size: 640, ETA: 4:23:38
2024-12-17 11:47:07.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.649e-04, size: 640, ETA: 4:23:35
2024-12-17 11:47:09.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.648e-04, size: 608, ETA: 4:23:33
2024-12-17 11:47:10.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.648e-04, size: 608, ETA: 4:23:31
2024-12-17 11:47:12.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.647e-04, size: 640, ETA: 4:23:28
2024-12-17 11:47:15.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.646e-04, size: 704, ETA: 4:23:26
2024-12-17 11:47:17.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.645e-04, size: 672, ETA: 4:23:24
2024-12-17 11:47:19.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.644e-04, size: 576, ETA: 4:23:22
2024-12-17 11:47:21.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.643e-04, size: 736, ETA: 4:23:19
2024-12-17 11:47:23.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.642e-04, size: 736, ETA: 4:23:17
2024-12-17 11:47:26.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.308s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.641e-04, size: 704, ETA: 4:23:15
2024-12-17 11:47:29.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.640e-04, size: 736, ETA: 4:23:13
2024-12-17 11:47:31.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.639e-04, size: 672, ETA: 4:23:11
2024-12-17 11:47:33.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.638e-04, size: 672, ETA: 4:23:09
2024-12-17 11:47:36.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.637e-04, size: 640, ETA: 4:23:07
2024-12-17 11:47:39.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.636e-04, size: 544, ETA: 4:23:05
2024-12-17 11:47:41.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.635e-04, size: 544, ETA: 4:23:03
2024-12-17 11:47:44.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.634e-04, size: 608, ETA: 4:23:01
2024-12-17 11:47:46.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.633e-04, size: 608, ETA: 4:22:58
2024-12-17 11:47:48.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.165s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.632e-04, size: 544, ETA: 4:22:56
2024-12-17 11:47:49.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.631e-04, size: 576, ETA: 4:22:54
2024-12-17 11:47:51.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.630e-04, size: 672, ETA: 4:22:51
2024-12-17 11:47:53.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.629e-04, size: 704, ETA: 4:22:49
2024-12-17 11:47:55.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.628e-04, size: 704, ETA: 4:22:47
2024-12-17 11:47:57.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.627e-04, size: 736, ETA: 4:22:44
2024-12-17 11:47:59.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.626e-04, size: 544, ETA: 4:22:42
2024-12-17 11:48:02.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.625e-04, size: 640, ETA: 4:22:40
2024-12-17 11:48:04.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.624e-04, size: 672, ETA: 4:22:38
2024-12-17 11:48:07.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.623e-04, size: 704, ETA: 4:22:36
2024-12-17 11:48:09.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.622e-04, size: 544, ETA: 4:22:34
2024-12-17 11:48:11.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.621e-04, size: 608, ETA: 4:22:32
2024-12-17 11:48:14.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.620e-04, size: 704, ETA: 4:22:29
2024-12-17 11:48:16.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.619e-04, size: 704, ETA: 4:22:27
2024-12-17 11:48:18.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.618e-04, size: 608, ETA: 4:22:25
2024-12-17 11:48:20.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.617e-04, size: 640, ETA: 4:22:23
2024-12-17 11:48:22.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.616e-04, size: 640, ETA: 4:22:20
2024-12-17 11:48:24.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.615e-04, size: 544, ETA: 4:22:18
2024-12-17 11:48:27.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.614e-04, size: 576, ETA: 4:22:16
2024-12-17 11:48:29.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.613e-04, size: 704, ETA: 4:22:14
2024-12-17 11:48:32.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.612e-04, size: 608, ETA: 4:22:12
2024-12-17 11:48:34.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.612e-04, size: 704, ETA: 4:22:10
2024-12-17 11:48:37.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.611e-04, size: 704, ETA: 4:22:08
2024-12-17 11:48:39.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.610e-04, size: 704, ETA: 4:22:05
2024-12-17 11:48:41.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.609e-04, size: 544, ETA: 4:22:03
2024-12-17 11:48:43.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.608e-04, size: 736, ETA: 4:22:01
2024-12-17 11:48:45.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.607e-04, size: 640, ETA: 4:21:59
2024-12-17 11:48:47.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.606e-04, size: 544, ETA: 4:21:56
2024-12-17 11:48:49.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.605e-04, size: 736, ETA: 4:21:54
2024-12-17 11:48:52.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.604e-04, size: 576, ETA: 4:21:52
2024-12-17 11:48:54.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 3.603e-04, size: 672, ETA: 4:21:50
2024-12-17 11:48:57.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.602e-04, size: 608, ETA: 4:21:48
2024-12-17 11:49:00.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.601e-04, size: 608, ETA: 4:21:46
2024-12-17 11:49:02.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.600e-04, size: 672, ETA: 4:21:44
2024-12-17 11:49:04.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.599e-04, size: 672, ETA: 4:21:41
2024-12-17 11:49:06.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.598e-04, size: 672, ETA: 4:21:39
2024-12-17 11:49:09.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.597e-04, size: 736, ETA: 4:21:37
2024-12-17 11:49:11.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.596e-04, size: 736, ETA: 4:21:35
2024-12-17 11:49:13.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.595e-04, size: 576, ETA: 4:21:33
2024-12-17 11:49:16.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.594e-04, size: 704, ETA: 4:21:30
2024-12-17 11:49:18.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.593e-04, size: 736, ETA: 4:21:28
2024-12-17 11:49:20.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.592e-04, size: 544, ETA: 4:21:26
2024-12-17 11:49:23.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.283s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.591e-04, size: 608, ETA: 4:21:24
2024-12-17 11:49:26.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.590e-04, size: 672, ETA: 4:21:22
2024-12-17 11:49:28.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.589e-04, size: 640, ETA: 4:21:20
2024-12-17 11:49:30.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.588e-04, size: 576, ETA: 4:21:18
2024-12-17 11:49:32.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.587e-04, size: 736, ETA: 4:21:15
2024-12-17 11:49:34.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.586e-04, size: 640, ETA: 4:21:13
2024-12-17 11:49:37.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.585e-04, size: 608, ETA: 4:21:11
2024-12-17 11:49:39.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.584e-04, size: 704, ETA: 4:21:09
2024-12-17 11:49:42.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.583e-04, size: 704, ETA: 4:21:07
2024-12-17 11:49:44.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.583e-04, size: 736, ETA: 4:21:05
2024-12-17 11:49:47.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.582e-04, size: 576, ETA: 4:21:03
2024-12-17 11:49:50.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.581e-04, size: 608, ETA: 4:21:01
2024-12-17 11:49:53.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.580e-04, size: 672, ETA: 4:20:59
2024-12-17 11:49:54.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.579e-04, size: 704, ETA: 4:20:56
2024-12-17 11:49:56.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.578e-04, size: 544, ETA: 4:20:54
2024-12-17 11:49:58.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.577e-04, size: 672, ETA: 4:20:52
2024-12-17 11:50:00.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.576e-04, size: 640, ETA: 4:20:49
2024-12-17 11:50:02.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.575e-04, size: 576, ETA: 4:20:47
2024-12-17 11:50:04.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.574e-04, size: 704, ETA: 4:20:45
2024-12-17 11:50:07.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.573e-04, size: 608, ETA: 4:20:43
2024-12-17 11:50:09.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.572e-04, size: 608, ETA: 4:20:41
2024-12-17 11:50:11.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.571e-04, size: 544, ETA: 4:20:38
2024-12-17 11:50:14.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.570e-04, size: 640, ETA: 4:20:36
2024-12-17 11:50:16.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.569e-04, size: 576, ETA: 4:20:34
2024-12-17 11:50:19.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.568e-04, size: 544, ETA: 4:20:32
2024-12-17 11:50:21.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.567e-04, size: 736, ETA: 4:20:30
2024-12-17 11:50:23.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.566e-04, size: 640, ETA: 4:20:27
2024-12-17 11:50:25.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.565e-04, size: 704, ETA: 4:20:25
2024-12-17 11:50:26.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.564e-04, size: 576, ETA: 4:20:23
2024-12-17 11:50:28.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.563e-04, size: 608, ETA: 4:20:21
2024-12-17 11:50:30.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.562e-04, size: 608, ETA: 4:20:18
2024-12-17 11:50:33.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.561e-04, size: 640, ETA: 4:20:16
2024-12-17 11:50:35.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.560e-04, size: 672, ETA: 4:20:14
2024-12-17 11:50:37.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.559e-04, size: 736, ETA: 4:20:12
2024-12-17 11:50:40.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.558e-04, size: 704, ETA: 4:20:10
2024-12-17 11:50:42.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.557e-04, size: 608, ETA: 4:20:07
2024-12-17 11:50:44.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.557e-04, size: 544, ETA: 4:20:05
2024-12-17 11:50:46.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.556e-04, size: 576, ETA: 4:20:03
2024-12-17 11:50:48.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.555e-04, size: 576, ETA: 4:20:01
2024-12-17 11:50:50.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.554e-04, size: 544, ETA: 4:19:58
2024-12-17 11:50:52.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.553e-04, size: 704, ETA: 4:19:56
2024-12-17 11:50:54.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.552e-04, size: 608, ETA: 4:19:54
2024-12-17 11:50:56.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.551e-04, size: 576, ETA: 4:19:51
2024-12-17 11:50:58.338 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.550e-04, size: 544, ETA: 4:19:49
2024-12-17 11:51:00.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.549e-04, size: 672, ETA: 4:19:47
2024-12-17 11:51:03.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.548e-04, size: 608, ETA: 4:19:45
2024-12-17 11:51:05.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.547e-04, size: 704, ETA: 4:19:43
2024-12-17 11:51:07.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.546e-04, size: 704, ETA: 4:19:40
2024-12-17 11:51:09.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.545e-04, size: 672, ETA: 4:19:38
2024-12-17 11:51:12.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.544e-04, size: 736, ETA: 4:19:36
2024-12-17 11:51:14.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.543e-04, size: 640, ETA: 4:19:34
2024-12-17 11:51:16.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.542e-04, size: 672, ETA: 4:19:31
2024-12-17 11:51:18.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.541e-04, size: 640, ETA: 4:19:29
2024-12-17 11:51:20.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.540e-04, size: 704, ETA: 4:19:27
2024-12-17 11:51:22.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.539e-04, size: 672, ETA: 4:19:25
2024-12-17 11:51:25.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.538e-04, size: 608, ETA: 4:19:23
2024-12-17 11:51:27.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.537e-04, size: 672, ETA: 4:19:21
2024-12-17 11:51:30.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.536e-04, size: 640, ETA: 4:19:19
2024-12-17 11:51:32.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.535e-04, size: 640, ETA: 4:19:16
2024-12-17 11:51:34.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.535e-04, size: 672, ETA: 4:19:14
2024-12-17 11:51:36.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.534e-04, size: 544, ETA: 4:19:12
2024-12-17 11:51:38.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.533e-04, size: 608, ETA: 4:19:09
2024-12-17 11:51:40.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.532e-04, size: 608, ETA: 4:19:07
2024-12-17 11:51:42.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 3.531e-04, size: 608, ETA: 4:19:05
2024-12-17 11:51:44.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.530e-04, size: 608, ETA: 4:19:03
2024-12-17 11:51:47.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.529e-04, size: 736, ETA: 4:19:01
2024-12-17 11:51:49.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.528e-04, size: 640, ETA: 4:18:58
2024-12-17 11:51:51.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.527e-04, size: 576, ETA: 4:18:56
2024-12-17 11:51:54.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.295s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.526e-04, size: 640, ETA: 4:18:54
2024-12-17 11:51:58.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.318s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.525e-04, size: 736, ETA: 4:18:52
2024-12-17 11:52:00.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.524e-04, size: 704, ETA: 4:18:50
2024-12-17 11:52:02.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.018s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.523e-04, size: 640, ETA: 4:18:48
2024-12-17 11:52:04.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.522e-04, size: 576, ETA: 4:18:46
2024-12-17 11:52:06.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.521e-04, size: 672, ETA: 4:18:44
2024-12-17 11:52:09.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.520e-04, size: 704, ETA: 4:18:42
2024-12-17 11:52:11.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.519e-04, size: 576, ETA: 4:18:39
2024-12-17 11:52:14.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 81/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.518e-04, size: 704, ETA: 4:18:37
2024-12-17 11:52:14.991 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 11:52:15.427 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch82
2024-12-17 11:52:17.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.517e-04, size: 608, ETA: 4:18:34
2024-12-17 11:52:20.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.516e-04, size: 640, ETA: 4:18:32
2024-12-17 11:52:22.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.515e-04, size: 544, ETA: 4:18:30
2024-12-17 11:52:25.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.514e-04, size: 704, ETA: 4:18:28
2024-12-17 11:52:28.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 3.513e-04, size: 736, ETA: 4:18:26
2024-12-17 11:52:30.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.512e-04, size: 672, ETA: 4:18:24
2024-12-17 11:52:32.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.511e-04, size: 544, ETA: 4:18:21
2024-12-17 11:52:34.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.510e-04, size: 704, ETA: 4:18:19
2024-12-17 11:52:36.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.509e-04, size: 640, ETA: 4:18:17
2024-12-17 11:52:39.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.508e-04, size: 672, ETA: 4:18:15
2024-12-17 11:52:41.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.507e-04, size: 608, ETA: 4:18:13
2024-12-17 11:52:43.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.507e-04, size: 544, ETA: 4:18:10
2024-12-17 11:52:45.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.506e-04, size: 576, ETA: 4:18:08
2024-12-17 11:52:48.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.505e-04, size: 704, ETA: 4:18:06
2024-12-17 11:52:51.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.504e-04, size: 672, ETA: 4:18:04
2024-12-17 11:52:53.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.503e-04, size: 608, ETA: 4:18:02
2024-12-17 11:52:55.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.502e-04, size: 608, ETA: 4:18:00
2024-12-17 11:52:58.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.501e-04, size: 608, ETA: 4:17:58
2024-12-17 11:53:01.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.500e-04, size: 736, ETA: 4:17:56
2024-12-17 11:53:02.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.499e-04, size: 608, ETA: 4:17:53
2024-12-17 11:53:04.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.498e-04, size: 640, ETA: 4:17:51
2024-12-17 11:53:07.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.497e-04, size: 704, ETA: 4:17:49
2024-12-17 11:53:09.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.496e-04, size: 640, ETA: 4:17:47
2024-12-17 11:53:11.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.495e-04, size: 544, ETA: 4:17:44
2024-12-17 11:53:13.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.494e-04, size: 576, ETA: 4:17:42
2024-12-17 11:53:15.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.493e-04, size: 672, ETA: 4:17:40
2024-12-17 11:53:17.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.492e-04, size: 672, ETA: 4:17:37
2024-12-17 11:53:19.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.491e-04, size: 576, ETA: 4:17:35
2024-12-17 11:53:21.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.490e-04, size: 672, ETA: 4:17:33
2024-12-17 11:53:23.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.489e-04, size: 608, ETA: 4:17:30
2024-12-17 11:53:25.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.488e-04, size: 672, ETA: 4:17:28
2024-12-17 11:53:27.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.488e-04, size: 640, ETA: 4:17:26
2024-12-17 11:53:28.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.487e-04, size: 640, ETA: 4:17:24
2024-12-17 11:53:31.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.486e-04, size: 736, ETA: 4:17:21
2024-12-17 11:53:33.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.485e-04, size: 544, ETA: 4:17:19
2024-12-17 11:53:35.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.484e-04, size: 736, ETA: 4:17:17
2024-12-17 11:53:37.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.483e-04, size: 608, ETA: 4:17:15
2024-12-17 11:53:39.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.482e-04, size: 672, ETA: 4:17:12
2024-12-17 11:53:41.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.481e-04, size: 704, ETA: 4:17:10
2024-12-17 11:53:43.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.480e-04, size: 640, ETA: 4:17:08
2024-12-17 11:53:45.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.479e-04, size: 576, ETA: 4:17:06
2024-12-17 11:53:47.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.478e-04, size: 640, ETA: 4:17:03
2024-12-17 11:53:49.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.477e-04, size: 672, ETA: 4:17:01
2024-12-17 11:53:51.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.476e-04, size: 576, ETA: 4:16:59
2024-12-17 11:53:53.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.475e-04, size: 640, ETA: 4:16:56
2024-12-17 11:53:55.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.474e-04, size: 672, ETA: 4:16:54
2024-12-17 11:53:57.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.473e-04, size: 736, ETA: 4:16:52
2024-12-17 11:53:59.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.472e-04, size: 544, ETA: 4:16:50
2024-12-17 11:54:01.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.471e-04, size: 544, ETA: 4:16:47
2024-12-17 11:54:03.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.471e-04, size: 640, ETA: 4:16:45
2024-12-17 11:54:04.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.470e-04, size: 576, ETA: 4:16:43
2024-12-17 11:54:07.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 3.469e-04, size: 576, ETA: 4:16:40
2024-12-17 11:54:09.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.468e-04, size: 544, ETA: 4:16:38
2024-12-17 11:54:11.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.467e-04, size: 672, ETA: 4:16:36
2024-12-17 11:54:14.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.466e-04, size: 608, ETA: 4:16:34
2024-12-17 11:54:16.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.465e-04, size: 576, ETA: 4:16:32
2024-12-17 11:54:18.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.464e-04, size: 736, ETA: 4:16:29
2024-12-17 11:54:20.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.463e-04, size: 576, ETA: 4:16:27
2024-12-17 11:54:22.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.462e-04, size: 736, ETA: 4:16:25
2024-12-17 11:54:24.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.461e-04, size: 736, ETA: 4:16:23
2024-12-17 11:54:26.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.460e-04, size: 704, ETA: 4:16:20
2024-12-17 11:54:28.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.459e-04, size: 640, ETA: 4:16:18
2024-12-17 11:54:30.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.458e-04, size: 672, ETA: 4:16:16
2024-12-17 11:54:32.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.457e-04, size: 640, ETA: 4:16:13
2024-12-17 11:54:34.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.456e-04, size: 608, ETA: 4:16:11
2024-12-17 11:54:36.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.455e-04, size: 736, ETA: 4:16:09
2024-12-17 11:54:38.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.455e-04, size: 576, ETA: 4:16:07
2024-12-17 11:54:40.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.454e-04, size: 640, ETA: 4:16:04
2024-12-17 11:54:42.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.453e-04, size: 672, ETA: 4:16:02
2024-12-17 11:54:44.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.452e-04, size: 608, ETA: 4:16:00
2024-12-17 11:54:46.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.451e-04, size: 608, ETA: 4:15:57
2024-12-17 11:54:48.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.450e-04, size: 736, ETA: 4:15:55
2024-12-17 11:54:51.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.449e-04, size: 608, ETA: 4:15:53
2024-12-17 11:54:53.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.448e-04, size: 704, ETA: 4:15:51
2024-12-17 11:54:56.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.447e-04, size: 544, ETA: 4:15:49
2024-12-17 11:54:58.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.446e-04, size: 704, ETA: 4:15:47
2024-12-17 11:55:01.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.445e-04, size: 704, ETA: 4:15:45
2024-12-17 11:55:04.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.292s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.444e-04, size: 704, ETA: 4:15:43
2024-12-17 11:55:06.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.443e-04, size: 736, ETA: 4:15:41
2024-12-17 11:55:09.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.442e-04, size: 704, ETA: 4:15:39
2024-12-17 11:55:11.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.441e-04, size: 608, ETA: 4:15:36
2024-12-17 11:55:13.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.440e-04, size: 672, ETA: 4:15:34
2024-12-17 11:55:15.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.440e-04, size: 672, ETA: 4:15:32
2024-12-17 11:55:17.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 3.439e-04, size: 672, ETA: 4:15:29
2024-12-17 11:55:19.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.438e-04, size: 640, ETA: 4:15:27
2024-12-17 11:55:22.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.437e-04, size: 576, ETA: 4:15:25
2024-12-17 11:55:24.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.436e-04, size: 736, ETA: 4:15:23
2024-12-17 11:55:27.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.435e-04, size: 640, ETA: 4:15:21
2024-12-17 11:55:30.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.254s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.434e-04, size: 640, ETA: 4:15:19
2024-12-17 11:55:32.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.433e-04, size: 736, ETA: 4:15:17
2024-12-17 11:55:34.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.432e-04, size: 640, ETA: 4:15:14
2024-12-17 11:55:36.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.431e-04, size: 608, ETA: 4:15:12
2024-12-17 11:55:38.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.430e-04, size: 736, ETA: 4:15:10
2024-12-17 11:55:41.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.429e-04, size: 640, ETA: 4:15:08
2024-12-17 11:55:43.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.428e-04, size: 576, ETA: 4:15:06
2024-12-17 11:55:45.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.427e-04, size: 736, ETA: 4:15:03
2024-12-17 11:55:47.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.426e-04, size: 576, ETA: 4:15:01
2024-12-17 11:55:50.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.425e-04, size: 640, ETA: 4:14:59
2024-12-17 11:55:52.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.425e-04, size: 608, ETA: 4:14:57
2024-12-17 11:55:55.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.424e-04, size: 544, ETA: 4:14:55
2024-12-17 11:55:57.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.423e-04, size: 672, ETA: 4:14:53
2024-12-17 11:55:59.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.422e-04, size: 736, ETA: 4:14:50
2024-12-17 11:56:01.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 3.421e-04, size: 608, ETA: 4:14:48
2024-12-17 11:56:03.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.420e-04, size: 736, ETA: 4:14:46
2024-12-17 11:56:05.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.419e-04, size: 640, ETA: 4:14:44
2024-12-17 11:56:08.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.418e-04, size: 704, ETA: 4:14:42
2024-12-17 11:56:10.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.417e-04, size: 576, ETA: 4:14:39
2024-12-17 11:56:13.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.416e-04, size: 704, ETA: 4:14:37
2024-12-17 11:56:15.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.415e-04, size: 544, ETA: 4:14:35
2024-12-17 11:56:17.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.414e-04, size: 640, ETA: 4:14:33
2024-12-17 11:56:20.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.413e-04, size: 672, ETA: 4:14:31
2024-12-17 11:56:22.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.412e-04, size: 704, ETA: 4:14:29
2024-12-17 11:56:24.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.411e-04, size: 640, ETA: 4:14:26
2024-12-17 11:56:26.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.411e-04, size: 640, ETA: 4:14:24
2024-12-17 11:56:28.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.410e-04, size: 640, ETA: 4:14:22
2024-12-17 11:56:30.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.409e-04, size: 576, ETA: 4:14:20
2024-12-17 11:56:32.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.408e-04, size: 704, ETA: 4:14:17
2024-12-17 11:56:35.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.407e-04, size: 544, ETA: 4:14:15
2024-12-17 11:56:37.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.406e-04, size: 672, ETA: 4:14:13
2024-12-17 11:56:40.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.405e-04, size: 576, ETA: 4:14:11
2024-12-17 11:56:42.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.404e-04, size: 576, ETA: 4:14:09
2024-12-17 11:56:45.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.403e-04, size: 672, ETA: 4:14:07
2024-12-17 11:56:47.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.402e-04, size: 672, ETA: 4:14:05
2024-12-17 11:56:50.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.401e-04, size: 672, ETA: 4:14:03
2024-12-17 11:56:52.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.400e-04, size: 544, ETA: 4:14:00
2024-12-17 11:56:54.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.399e-04, size: 672, ETA: 4:13:58
2024-12-17 11:56:56.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.398e-04, size: 672, ETA: 4:13:56
2024-12-17 11:56:58.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.398e-04, size: 704, ETA: 4:13:54
2024-12-17 11:57:00.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.397e-04, size: 640, ETA: 4:13:51
2024-12-17 11:57:02.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.396e-04, size: 544, ETA: 4:13:49
2024-12-17 11:57:04.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.395e-04, size: 608, ETA: 4:13:47
2024-12-17 11:57:06.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.394e-04, size: 672, ETA: 4:13:45
2024-12-17 11:57:09.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.393e-04, size: 576, ETA: 4:13:42
2024-12-17 11:57:11.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.392e-04, size: 576, ETA: 4:13:40
2024-12-17 11:57:13.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.391e-04, size: 672, ETA: 4:13:38
2024-12-17 11:57:15.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.390e-04, size: 704, ETA: 4:13:36
2024-12-17 11:57:17.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.389e-04, size: 640, ETA: 4:13:33
2024-12-17 11:57:19.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.388e-04, size: 704, ETA: 4:13:31
2024-12-17 11:57:21.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.387e-04, size: 544, ETA: 4:13:29
2024-12-17 11:57:23.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.386e-04, size: 608, ETA: 4:13:27
2024-12-17 11:57:25.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.385e-04, size: 544, ETA: 4:13:24
2024-12-17 11:57:27.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.385e-04, size: 704, ETA: 4:13:22
2024-12-17 11:57:30.430 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.384e-04, size: 672, ETA: 4:13:20
2024-12-17 11:57:33.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.383e-04, size: 736, ETA: 4:13:18
2024-12-17 11:57:36.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.382e-04, size: 704, ETA: 4:13:16
2024-12-17 11:57:38.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.381e-04, size: 640, ETA: 4:13:14
2024-12-17 11:57:40.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.380e-04, size: 672, ETA: 4:13:12
2024-12-17 11:57:42.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.379e-04, size: 672, ETA: 4:13:09
2024-12-17 11:57:44.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.378e-04, size: 736, ETA: 4:13:07
2024-12-17 11:57:46.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.377e-04, size: 576, ETA: 4:13:05
2024-12-17 11:57:48.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.376e-04, size: 736, ETA: 4:13:03
2024-12-17 11:57:51.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.375e-04, size: 576, ETA: 4:13:00
2024-12-17 11:57:53.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.374e-04, size: 640, ETA: 4:12:58
2024-12-17 11:57:55.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.373e-04, size: 608, ETA: 4:12:56
2024-12-17 11:57:58.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.372e-04, size: 704, ETA: 4:12:54
2024-12-17 11:58:01.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.372e-04, size: 736, ETA: 4:12:52
2024-12-17 11:58:03.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.371e-04, size: 576, ETA: 4:12:50
2024-12-17 11:58:05.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.370e-04, size: 576, ETA: 4:12:47
2024-12-17 11:58:06.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.369e-04, size: 640, ETA: 4:12:45
2024-12-17 11:58:09.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.368e-04, size: 704, ETA: 4:12:43
2024-12-17 11:58:11.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.367e-04, size: 576, ETA: 4:12:41
2024-12-17 11:58:13.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.366e-04, size: 608, ETA: 4:12:39
2024-12-17 11:58:15.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.365e-04, size: 576, ETA: 4:12:36
2024-12-17 11:58:17.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.364e-04, size: 608, ETA: 4:12:34
2024-12-17 11:58:19.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.363e-04, size: 544, ETA: 4:12:32
2024-12-17 11:58:21.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.362e-04, size: 544, ETA: 4:12:29
2024-12-17 11:58:23.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.361e-04, size: 576, ETA: 4:12:27
2024-12-17 11:58:25.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.360e-04, size: 672, ETA: 4:12:25
2024-12-17 11:58:27.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.360e-04, size: 640, ETA: 4:12:22
2024-12-17 11:58:29.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.359e-04, size: 640, ETA: 4:12:20
2024-12-17 11:58:31.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.358e-04, size: 576, ETA: 4:12:18
2024-12-17 11:58:33.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.357e-04, size: 704, ETA: 4:12:16
2024-12-17 11:58:35.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.356e-04, size: 672, ETA: 4:12:13
2024-12-17 11:58:38.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.355e-04, size: 640, ETA: 4:12:11
2024-12-17 11:58:40.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.354e-04, size: 576, ETA: 4:12:09
2024-12-17 11:58:42.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.353e-04, size: 736, ETA: 4:12:07
2024-12-17 11:58:44.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.352e-04, size: 576, ETA: 4:12:04
2024-12-17 11:58:46.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.351e-04, size: 640, ETA: 4:12:02
2024-12-17 11:58:48.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.350e-04, size: 672, ETA: 4:12:00
2024-12-17 11:58:50.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.349e-04, size: 704, ETA: 4:11:58
2024-12-17 11:58:52.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.349e-04, size: 544, ETA: 4:11:55
2024-12-17 11:58:54.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.348e-04, size: 736, ETA: 4:11:53
2024-12-17 11:58:56.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.347e-04, size: 672, ETA: 4:11:51
2024-12-17 11:58:58.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.346e-04, size: 736, ETA: 4:11:49
2024-12-17 11:59:00.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.345e-04, size: 608, ETA: 4:11:46
2024-12-17 11:59:02.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.344e-04, size: 736, ETA: 4:11:44
2024-12-17 11:59:04.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.343e-04, size: 576, ETA: 4:11:42
2024-12-17 11:59:06.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.342e-04, size: 576, ETA: 4:11:39
2024-12-17 11:59:08.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.341e-04, size: 640, ETA: 4:11:37
2024-12-17 11:59:10.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.340e-04, size: 704, ETA: 4:11:35
2024-12-17 11:59:12.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.339e-04, size: 544, ETA: 4:11:33
2024-12-17 11:59:14.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.338e-04, size: 544, ETA: 4:11:30
2024-12-17 11:59:16.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.337e-04, size: 704, ETA: 4:11:28
2024-12-17 11:59:18.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.337e-04, size: 544, ETA: 4:11:26
2024-12-17 11:59:20.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.336e-04, size: 704, ETA: 4:11:24
2024-12-17 11:59:22.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.335e-04, size: 704, ETA: 4:11:21
2024-12-17 11:59:24.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.334e-04, size: 640, ETA: 4:11:19
2024-12-17 11:59:26.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.333e-04, size: 736, ETA: 4:11:17
2024-12-17 11:59:28.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.2, lr: 3.332e-04, size: 672, ETA: 4:11:14
2024-12-17 11:59:30.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.331e-04, size: 640, ETA: 4:11:12
2024-12-17 11:59:32.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.330e-04, size: 736, ETA: 4:11:10
2024-12-17 11:59:34.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.329e-04, size: 640, ETA: 4:11:08
2024-12-17 11:59:36.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.328e-04, size: 544, ETA: 4:11:05
2024-12-17 11:59:39.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.327e-04, size: 736, ETA: 4:11:03
2024-12-17 11:59:41.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.326e-04, size: 640, ETA: 4:11:01
2024-12-17 11:59:43.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.326e-04, size: 608, ETA: 4:10:59
2024-12-17 11:59:45.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.325e-04, size: 704, ETA: 4:10:57
2024-12-17 11:59:47.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.324e-04, size: 672, ETA: 4:10:54
2024-12-17 11:59:49.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.323e-04, size: 544, ETA: 4:10:52
2024-12-17 11:59:51.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.322e-04, size: 704, ETA: 4:10:50
2024-12-17 11:59:53.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.321e-04, size: 736, ETA: 4:10:47
2024-12-17 11:59:55.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.320e-04, size: 672, ETA: 4:10:45
2024-12-17 11:59:57.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.319e-04, size: 704, ETA: 4:10:43
2024-12-17 12:00:00.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.318e-04, size: 672, ETA: 4:10:41
2024-12-17 12:00:01.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.317e-04, size: 704, ETA: 4:10:38
2024-12-17 12:00:03.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.316e-04, size: 544, ETA: 4:10:36
2024-12-17 12:00:05.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.316e-04, size: 640, ETA: 4:10:34
2024-12-17 12:00:08.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.315e-04, size: 640, ETA: 4:10:32
2024-12-17 12:00:10.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.314e-04, size: 736, ETA: 4:10:29
2024-12-17 12:00:12.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.313e-04, size: 704, ETA: 4:10:27
2024-12-17 12:00:14.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.312e-04, size: 544, ETA: 4:10:25
2024-12-17 12:00:16.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.311e-04, size: 608, ETA: 4:10:23
2024-12-17 12:00:18.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.310e-04, size: 736, ETA: 4:10:20
2024-12-17 12:00:20.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.309e-04, size: 640, ETA: 4:10:18
2024-12-17 12:00:22.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.308e-04, size: 736, ETA: 4:10:16
2024-12-17 12:00:24.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.307e-04, size: 736, ETA: 4:10:14
2024-12-17 12:00:27.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.306e-04, size: 704, ETA: 4:10:11
2024-12-17 12:00:29.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.305e-04, size: 736, ETA: 4:10:09
2024-12-17 12:00:30.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.305e-04, size: 544, ETA: 4:10:07
2024-12-17 12:00:32.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.304e-04, size: 608, ETA: 4:10:04
2024-12-17 12:00:34.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.303e-04, size: 640, ETA: 4:10:02
2024-12-17 12:00:37.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.302e-04, size: 704, ETA: 4:10:00
2024-12-17 12:00:40.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.301e-04, size: 672, ETA: 4:09:58
2024-12-17 12:00:42.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.300e-04, size: 704, ETA: 4:09:56
2024-12-17 12:00:44.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.299e-04, size: 704, ETA: 4:09:54
2024-12-17 12:00:46.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.008s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.298e-04, size: 640, ETA: 4:09:51
2024-12-17 12:00:48.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.297e-04, size: 640, ETA: 4:09:49
2024-12-17 12:00:50.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.296e-04, size: 736, ETA: 4:09:47
2024-12-17 12:00:52.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.295e-04, size: 544, ETA: 4:09:45
2024-12-17 12:00:54.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.295e-04, size: 544, ETA: 4:09:42
2024-12-17 12:00:56.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.294e-04, size: 576, ETA: 4:09:40
2024-12-17 12:00:58.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 82/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.293e-04, size: 736, ETA: 4:09:38
2024-12-17 12:00:59.252 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 12:00:59.669 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch83
2024-12-17 12:01:01.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.291e-04, size: 608, ETA: 4:09:34
2024-12-17 12:01:03.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.291e-04, size: 736, ETA: 4:09:32
2024-12-17 12:01:05.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.290e-04, size: 736, ETA: 4:09:30
2024-12-17 12:01:07.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.289e-04, size: 672, ETA: 4:09:28
2024-12-17 12:01:10.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.288e-04, size: 736, ETA: 4:09:26
2024-12-17 12:01:12.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.287e-04, size: 736, ETA: 4:09:23
2024-12-17 12:01:14.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 3.286e-04, size: 544, ETA: 4:09:21
2024-12-17 12:01:16.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.285e-04, size: 704, ETA: 4:09:19
2024-12-17 12:01:18.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.284e-04, size: 576, ETA: 4:09:17
2024-12-17 12:01:20.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.283e-04, size: 608, ETA: 4:09:14
2024-12-17 12:01:22.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.282e-04, size: 640, ETA: 4:09:12
2024-12-17 12:01:24.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.282e-04, size: 704, ETA: 4:09:10
2024-12-17 12:01:26.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.281e-04, size: 608, ETA: 4:09:07
2024-12-17 12:01:28.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.280e-04, size: 576, ETA: 4:09:05
2024-12-17 12:01:30.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.279e-04, size: 576, ETA: 4:09:03
2024-12-17 12:01:32.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 3.278e-04, size: 736, ETA: 4:09:00
2024-12-17 12:01:34.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.277e-04, size: 640, ETA: 4:08:58
2024-12-17 12:01:37.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.276e-04, size: 576, ETA: 4:08:56
2024-12-17 12:01:39.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.275e-04, size: 608, ETA: 4:08:54
2024-12-17 12:01:41.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.274e-04, size: 544, ETA: 4:08:52
2024-12-17 12:01:43.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.273e-04, size: 608, ETA: 4:08:49
2024-12-17 12:01:45.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.272e-04, size: 704, ETA: 4:08:47
2024-12-17 12:01:46.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.272e-04, size: 704, ETA: 4:08:45
2024-12-17 12:01:48.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.271e-04, size: 544, ETA: 4:08:42
2024-12-17 12:01:50.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.270e-04, size: 640, ETA: 4:08:40
2024-12-17 12:01:52.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.269e-04, size: 704, ETA: 4:08:38
2024-12-17 12:01:54.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.268e-04, size: 640, ETA: 4:08:36
2024-12-17 12:01:56.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.267e-04, size: 736, ETA: 4:08:33
2024-12-17 12:01:58.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.266e-04, size: 576, ETA: 4:08:31
2024-12-17 12:02:00.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.265e-04, size: 736, ETA: 4:08:29
2024-12-17 12:02:02.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.264e-04, size: 608, ETA: 4:08:26
2024-12-17 12:02:04.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.263e-04, size: 608, ETA: 4:08:24
2024-12-17 12:02:06.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.263e-04, size: 608, ETA: 4:08:22
2024-12-17 12:02:08.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.262e-04, size: 704, ETA: 4:08:20
2024-12-17 12:02:10.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.261e-04, size: 640, ETA: 4:08:17
2024-12-17 12:02:12.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.260e-04, size: 608, ETA: 4:08:15
2024-12-17 12:02:14.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.259e-04, size: 736, ETA: 4:08:13
2024-12-17 12:02:16.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.258e-04, size: 640, ETA: 4:08:10
2024-12-17 12:02:18.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.257e-04, size: 704, ETA: 4:08:08
2024-12-17 12:02:20.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.256e-04, size: 608, ETA: 4:08:06
2024-12-17 12:02:22.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.255e-04, size: 672, ETA: 4:08:03
2024-12-17 12:02:24.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.254e-04, size: 608, ETA: 4:08:01
2024-12-17 12:02:26.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.254e-04, size: 672, ETA: 4:07:59
2024-12-17 12:02:28.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.253e-04, size: 544, ETA: 4:07:57
2024-12-17 12:02:30.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.252e-04, size: 736, ETA: 4:07:54
2024-12-17 12:02:32.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.251e-04, size: 576, ETA: 4:07:52
2024-12-17 12:02:33.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.250e-04, size: 576, ETA: 4:07:50
2024-12-17 12:02:35.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.249e-04, size: 672, ETA: 4:07:47
2024-12-17 12:02:38.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.248e-04, size: 608, ETA: 4:07:45
2024-12-17 12:02:39.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.247e-04, size: 544, ETA: 4:07:43
2024-12-17 12:02:41.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.246e-04, size: 576, ETA: 4:07:41
2024-12-17 12:02:43.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.245e-04, size: 608, ETA: 4:07:38
2024-12-17 12:02:45.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.245e-04, size: 672, ETA: 4:07:36
2024-12-17 12:02:47.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.244e-04, size: 608, ETA: 4:07:34
2024-12-17 12:02:49.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.243e-04, size: 704, ETA: 4:07:31
2024-12-17 12:02:51.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.242e-04, size: 608, ETA: 4:07:29
2024-12-17 12:02:53.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.241e-04, size: 608, ETA: 4:07:27
2024-12-17 12:02:55.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.240e-04, size: 704, ETA: 4:07:24
2024-12-17 12:02:57.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.239e-04, size: 576, ETA: 4:07:22
2024-12-17 12:02:59.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.238e-04, size: 672, ETA: 4:07:20
2024-12-17 12:03:01.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.237e-04, size: 704, ETA: 4:07:18
2024-12-17 12:03:03.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.236e-04, size: 608, ETA: 4:07:16
2024-12-17 12:03:06.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.236e-04, size: 640, ETA: 4:07:13
2024-12-17 12:03:08.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.235e-04, size: 704, ETA: 4:07:11
2024-12-17 12:03:11.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.234e-04, size: 640, ETA: 4:07:09
2024-12-17 12:03:13.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.233e-04, size: 704, ETA: 4:07:07
2024-12-17 12:03:16.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.232e-04, size: 608, ETA: 4:07:05
2024-12-17 12:03:18.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.231e-04, size: 576, ETA: 4:07:03
2024-12-17 12:03:21.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.230e-04, size: 704, ETA: 4:07:01
2024-12-17 12:03:24.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.229e-04, size: 736, ETA: 4:06:59
2024-12-17 12:03:26.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.228e-04, size: 704, ETA: 4:06:57
2024-12-17 12:03:28.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 3.227e-04, size: 576, ETA: 4:06:54
2024-12-17 12:03:30.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.227e-04, size: 576, ETA: 4:06:52
2024-12-17 12:03:32.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.226e-04, size: 672, ETA: 4:06:50
2024-12-17 12:03:34.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.225e-04, size: 608, ETA: 4:06:47
2024-12-17 12:03:36.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.224e-04, size: 736, ETA: 4:06:45
2024-12-17 12:03:38.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.223e-04, size: 640, ETA: 4:06:43
2024-12-17 12:03:41.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.222e-04, size: 608, ETA: 4:06:41
2024-12-17 12:03:43.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.221e-04, size: 704, ETA: 4:06:39
2024-12-17 12:03:46.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.220e-04, size: 576, ETA: 4:06:37
2024-12-17 12:03:48.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.219e-04, size: 544, ETA: 4:06:34
2024-12-17 12:03:51.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.219e-04, size: 736, ETA: 4:06:32
2024-12-17 12:03:53.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.218e-04, size: 576, ETA: 4:06:30
2024-12-17 12:03:55.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.217e-04, size: 672, ETA: 4:06:28
2024-12-17 12:03:57.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.216e-04, size: 608, ETA: 4:06:26
2024-12-17 12:03:59.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.215e-04, size: 576, ETA: 4:06:23
2024-12-17 12:04:01.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.214e-04, size: 672, ETA: 4:06:21
2024-12-17 12:04:03.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.213e-04, size: 544, ETA: 4:06:19
2024-12-17 12:04:05.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.212e-04, size: 608, ETA: 4:06:17
2024-12-17 12:04:07.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.211e-04, size: 608, ETA: 4:06:14
2024-12-17 12:04:09.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.210e-04, size: 704, ETA: 4:06:12
2024-12-17 12:04:12.428 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.210e-04, size: 672, ETA: 4:06:10
2024-12-17 12:04:15.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.209e-04, size: 704, ETA: 4:06:08
2024-12-17 12:04:17.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.208e-04, size: 736, ETA: 4:06:06
2024-12-17 12:04:19.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.207e-04, size: 672, ETA: 4:06:04
2024-12-17 12:04:21.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.206e-04, size: 640, ETA: 4:06:01
2024-12-17 12:04:23.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.205e-04, size: 640, ETA: 4:05:59
2024-12-17 12:04:25.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.204e-04, size: 672, ETA: 4:05:57
2024-12-17 12:04:27.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.203e-04, size: 576, ETA: 4:05:54
2024-12-17 12:04:29.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.202e-04, size: 608, ETA: 4:05:52
2024-12-17 12:04:31.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.202e-04, size: 704, ETA: 4:05:50
2024-12-17 12:04:34.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.201e-04, size: 576, ETA: 4:05:48
2024-12-17 12:04:36.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.200e-04, size: 672, ETA: 4:05:46
2024-12-17 12:04:38.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.199e-04, size: 736, ETA: 4:05:44
2024-12-17 12:04:41.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.198e-04, size: 672, ETA: 4:05:41
2024-12-17 12:04:43.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.197e-04, size: 608, ETA: 4:05:39
2024-12-17 12:04:45.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.196e-04, size: 672, ETA: 4:05:37
2024-12-17 12:04:47.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.195e-04, size: 608, ETA: 4:05:35
2024-12-17 12:04:49.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.194e-04, size: 640, ETA: 4:05:32
2024-12-17 12:04:51.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.194e-04, size: 736, ETA: 4:05:30
2024-12-17 12:04:54.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.193e-04, size: 640, ETA: 4:05:28
2024-12-17 12:04:56.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.192e-04, size: 704, ETA: 4:05:26
2024-12-17 12:04:58.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.191e-04, size: 576, ETA: 4:05:24
2024-12-17 12:05:01.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.190e-04, size: 736, ETA: 4:05:22
2024-12-17 12:05:03.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.189e-04, size: 672, ETA: 4:05:20
2024-12-17 12:05:06.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.188e-04, size: 640, ETA: 4:05:17
2024-12-17 12:05:08.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.187e-04, size: 576, ETA: 4:05:15
2024-12-17 12:05:10.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.186e-04, size: 640, ETA: 4:05:13
2024-12-17 12:05:12.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.186e-04, size: 640, ETA: 4:05:11
2024-12-17 12:05:14.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.185e-04, size: 544, ETA: 4:05:08
2024-12-17 12:05:16.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.184e-04, size: 704, ETA: 4:05:06
2024-12-17 12:05:18.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.183e-04, size: 544, ETA: 4:05:04
2024-12-17 12:05:20.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.182e-04, size: 608, ETA: 4:05:02
2024-12-17 12:05:23.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.181e-04, size: 576, ETA: 4:04:59
2024-12-17 12:05:25.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.180e-04, size: 608, ETA: 4:04:57
2024-12-17 12:05:27.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.179e-04, size: 576, ETA: 4:04:55
2024-12-17 12:05:30.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.179e-04, size: 576, ETA: 4:04:53
2024-12-17 12:05:33.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.178e-04, size: 576, ETA: 4:04:51
2024-12-17 12:05:34.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.177e-04, size: 608, ETA: 4:04:49
2024-12-17 12:05:37.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.176e-04, size: 672, ETA: 4:04:46
2024-12-17 12:05:39.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.175e-04, size: 736, ETA: 4:04:44
2024-12-17 12:05:41.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.174e-04, size: 704, ETA: 4:04:42
2024-12-17 12:05:43.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.173e-04, size: 736, ETA: 4:04:40
2024-12-17 12:05:46.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.172e-04, size: 544, ETA: 4:04:38
2024-12-17 12:05:48.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.171e-04, size: 704, ETA: 4:04:36
2024-12-17 12:05:51.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.171e-04, size: 576, ETA: 4:04:33
2024-12-17 12:05:54.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.170e-04, size: 608, ETA: 4:04:31
2024-12-17 12:05:56.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.262s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.169e-04, size: 640, ETA: 4:04:29
2024-12-17 12:05:58.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.168e-04, size: 640, ETA: 4:04:27
2024-12-17 12:06:00.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.167e-04, size: 672, ETA: 4:04:25
2024-12-17 12:06:02.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.166e-04, size: 704, ETA: 4:04:23
2024-12-17 12:06:04.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.165e-04, size: 544, ETA: 4:04:20
2024-12-17 12:06:07.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.164e-04, size: 736, ETA: 4:04:18
2024-12-17 12:06:09.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.163e-04, size: 704, ETA: 4:04:16
2024-12-17 12:06:12.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.163e-04, size: 736, ETA: 4:04:14
2024-12-17 12:06:14.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.162e-04, size: 736, ETA: 4:04:12
2024-12-17 12:06:17.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.161e-04, size: 736, ETA: 4:04:10
2024-12-17 12:06:20.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.160e-04, size: 736, ETA: 4:04:08
2024-12-17 12:06:23.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.159e-04, size: 672, ETA: 4:04:06
2024-12-17 12:06:25.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.158e-04, size: 576, ETA: 4:04:04
2024-12-17 12:06:27.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.157e-04, size: 704, ETA: 4:04:01
2024-12-17 12:06:29.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.156e-04, size: 576, ETA: 4:03:59
2024-12-17 12:06:31.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 3.156e-04, size: 608, ETA: 4:03:57
2024-12-17 12:06:33.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.155e-04, size: 704, ETA: 4:03:54
2024-12-17 12:06:35.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.154e-04, size: 544, ETA: 4:03:52
2024-12-17 12:06:37.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.153e-04, size: 640, ETA: 4:03:50
2024-12-17 12:06:40.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.152e-04, size: 704, ETA: 4:03:48
2024-12-17 12:06:42.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.151e-04, size: 544, ETA: 4:03:46
2024-12-17 12:06:44.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.150e-04, size: 608, ETA: 4:03:44
2024-12-17 12:06:47.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.261s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.149e-04, size: 672, ETA: 4:03:42
2024-12-17 12:06:49.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.149e-04, size: 544, ETA: 4:03:39
2024-12-17 12:06:51.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.148e-04, size: 608, ETA: 4:03:37
2024-12-17 12:06:53.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.147e-04, size: 672, ETA: 4:03:35
2024-12-17 12:06:55.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.146e-04, size: 672, ETA: 4:03:32
2024-12-17 12:06:57.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.145e-04, size: 736, ETA: 4:03:30
2024-12-17 12:06:59.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.144e-04, size: 704, ETA: 4:03:28
2024-12-17 12:07:01.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.143e-04, size: 672, ETA: 4:03:26
2024-12-17 12:07:04.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.142e-04, size: 736, ETA: 4:03:24
2024-12-17 12:07:06.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.142e-04, size: 544, ETA: 4:03:21
2024-12-17 12:07:08.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.141e-04, size: 736, ETA: 4:03:19
2024-12-17 12:07:11.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.140e-04, size: 544, ETA: 4:03:17
2024-12-17 12:07:13.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.139e-04, size: 640, ETA: 4:03:15
2024-12-17 12:07:15.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.138e-04, size: 672, ETA: 4:03:13
2024-12-17 12:07:18.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.137e-04, size: 672, ETA: 4:03:10
2024-12-17 12:07:20.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.136e-04, size: 576, ETA: 4:03:08
2024-12-17 12:07:21.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.135e-04, size: 576, ETA: 4:03:06
2024-12-17 12:07:23.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.134e-04, size: 608, ETA: 4:03:04
2024-12-17 12:07:25.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.134e-04, size: 736, ETA: 4:03:01
2024-12-17 12:07:28.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.133e-04, size: 704, ETA: 4:02:59
2024-12-17 12:07:30.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.132e-04, size: 576, ETA: 4:02:57
2024-12-17 12:07:33.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.131e-04, size: 704, ETA: 4:02:55
2024-12-17 12:07:35.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.130e-04, size: 704, ETA: 4:02:53
2024-12-17 12:07:37.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.129e-04, size: 736, ETA: 4:02:51
2024-12-17 12:07:39.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.128e-04, size: 576, ETA: 4:02:48
2024-12-17 12:07:41.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.127e-04, size: 576, ETA: 4:02:46
2024-12-17 12:07:43.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.127e-04, size: 704, ETA: 4:02:44
2024-12-17 12:07:46.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.126e-04, size: 704, ETA: 4:02:42
2024-12-17 12:07:48.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.125e-04, size: 640, ETA: 4:02:39
2024-12-17 12:07:49.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.124e-04, size: 576, ETA: 4:02:37
2024-12-17 12:07:51.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.123e-04, size: 544, ETA: 4:02:35
2024-12-17 12:07:54.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.122e-04, size: 672, ETA: 4:02:33
2024-12-17 12:07:56.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.121e-04, size: 608, ETA: 4:02:30
2024-12-17 12:07:59.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.121e-04, size: 672, ETA: 4:02:28
2024-12-17 12:08:01.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.120e-04, size: 608, ETA: 4:02:26
2024-12-17 12:08:03.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.119e-04, size: 544, ETA: 4:02:24
2024-12-17 12:08:06.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.118e-04, size: 704, ETA: 4:02:22
2024-12-17 12:08:07.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.117e-04, size: 576, ETA: 4:02:19
2024-12-17 12:08:09.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.116e-04, size: 704, ETA: 4:02:17
2024-12-17 12:08:11.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.115e-04, size: 736, ETA: 4:02:15
2024-12-17 12:08:14.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.114e-04, size: 544, ETA: 4:02:13
2024-12-17 12:08:16.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.114e-04, size: 576, ETA: 4:02:10
2024-12-17 12:08:18.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.113e-04, size: 672, ETA: 4:02:08
2024-12-17 12:08:20.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.112e-04, size: 608, ETA: 4:02:06
2024-12-17 12:08:23.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.111e-04, size: 544, ETA: 4:02:04
2024-12-17 12:08:25.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.110e-04, size: 576, ETA: 4:02:02
2024-12-17 12:08:28.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.109e-04, size: 576, ETA: 4:02:00
2024-12-17 12:08:29.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.108e-04, size: 576, ETA: 4:01:57
2024-12-17 12:08:31.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.107e-04, size: 672, ETA: 4:01:55
2024-12-17 12:08:33.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.107e-04, size: 736, ETA: 4:01:53
2024-12-17 12:08:36.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.106e-04, size: 672, ETA: 4:01:51
2024-12-17 12:08:38.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.105e-04, size: 640, ETA: 4:01:48
2024-12-17 12:08:41.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.104e-04, size: 640, ETA: 4:01:46
2024-12-17 12:08:43.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.103e-04, size: 544, ETA: 4:01:44
2024-12-17 12:08:46.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.102e-04, size: 672, ETA: 4:01:42
2024-12-17 12:08:48.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.272s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.101e-04, size: 736, ETA: 4:01:40
2024-12-17 12:08:51.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.100e-04, size: 544, ETA: 4:01:38
2024-12-17 12:08:53.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.100e-04, size: 608, ETA: 4:01:36
2024-12-17 12:08:55.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.099e-04, size: 736, ETA: 4:01:33
2024-12-17 12:08:57.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.098e-04, size: 704, ETA: 4:01:31
2024-12-17 12:08:59.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.097e-04, size: 544, ETA: 4:01:29
2024-12-17 12:09:01.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.096e-04, size: 576, ETA: 4:01:27
2024-12-17 12:09:03.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.095e-04, size: 640, ETA: 4:01:24
2024-12-17 12:09:05.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 3.094e-04, size: 544, ETA: 4:01:22
2024-12-17 12:09:07.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.094e-04, size: 640, ETA: 4:01:20
2024-12-17 12:09:09.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.093e-04, size: 544, ETA: 4:01:17
2024-12-17 12:09:11.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.092e-04, size: 640, ETA: 4:01:15
2024-12-17 12:09:14.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.091e-04, size: 576, ETA: 4:01:13
2024-12-17 12:09:17.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.090e-04, size: 544, ETA: 4:01:11
2024-12-17 12:09:19.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.089e-04, size: 672, ETA: 4:01:09
2024-12-17 12:09:21.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.088e-04, size: 672, ETA: 4:01:07
2024-12-17 12:09:23.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.087e-04, size: 576, ETA: 4:01:05
2024-12-17 12:09:25.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.087e-04, size: 672, ETA: 4:01:02
2024-12-17 12:09:27.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.086e-04, size: 640, ETA: 4:01:00
2024-12-17 12:09:29.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.085e-04, size: 608, ETA: 4:00:58
2024-12-17 12:09:31.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.084e-04, size: 672, ETA: 4:00:55
2024-12-17 12:09:33.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.007s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.083e-04, size: 544, ETA: 4:00:53
2024-12-17 12:09:35.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.082e-04, size: 672, ETA: 4:00:51
2024-12-17 12:09:38.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.081e-04, size: 640, ETA: 4:00:49
2024-12-17 12:09:40.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.081e-04, size: 736, ETA: 4:00:47
2024-12-17 12:09:42.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.080e-04, size: 544, ETA: 4:00:44
2024-12-17 12:09:44.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.079e-04, size: 704, ETA: 4:00:42
2024-12-17 12:09:46.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 83/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.078e-04, size: 640, ETA: 4:00:40
2024-12-17 12:09:47.525 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 12:09:47.994 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch84
2024-12-17 12:09:50.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.077e-04, size: 704, ETA: 4:00:37
2024-12-17 12:09:52.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.076e-04, size: 576, ETA: 4:00:35
2024-12-17 12:09:54.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.075e-04, size: 672, ETA: 4:00:32
2024-12-17 12:09:56.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.074e-04, size: 736, ETA: 4:00:30
2024-12-17 12:09:59.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.073e-04, size: 704, ETA: 4:00:28
2024-12-17 12:10:01.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.072e-04, size: 672, ETA: 4:00:26
2024-12-17 12:10:03.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.072e-04, size: 736, ETA: 4:00:23
2024-12-17 12:10:05.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.071e-04, size: 640, ETA: 4:00:21
2024-12-17 12:10:07.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.070e-04, size: 544, ETA: 4:00:19
2024-12-17 12:10:10.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 3.069e-04, size: 608, ETA: 4:00:17
2024-12-17 12:10:12.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 3.068e-04, size: 736, ETA: 4:00:15
2024-12-17 12:10:14.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.067e-04, size: 640, ETA: 4:00:12
2024-12-17 12:10:16.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.066e-04, size: 672, ETA: 4:00:10
2024-12-17 12:10:18.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.066e-04, size: 608, ETA: 4:00:08
2024-12-17 12:10:21.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.065e-04, size: 640, ETA: 4:00:06
2024-12-17 12:10:23.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.064e-04, size: 704, ETA: 4:00:04
2024-12-17 12:10:26.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.063e-04, size: 576, ETA: 4:00:02
2024-12-17 12:10:28.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.062e-04, size: 608, ETA: 3:59:59
2024-12-17 12:10:30.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.061e-04, size: 672, ETA: 3:59:57
2024-12-17 12:10:32.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.060e-04, size: 640, ETA: 3:59:55
2024-12-17 12:10:34.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.060e-04, size: 672, ETA: 3:59:52
2024-12-17 12:10:36.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.059e-04, size: 608, ETA: 3:59:50
2024-12-17 12:10:37.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.058e-04, size: 704, ETA: 3:59:48
2024-12-17 12:10:40.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 3.057e-04, size: 608, ETA: 3:59:46
2024-12-17 12:10:42.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.056e-04, size: 608, ETA: 3:59:44
2024-12-17 12:10:45.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.055e-04, size: 736, ETA: 3:59:41
2024-12-17 12:10:47.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.054e-04, size: 672, ETA: 3:59:39
2024-12-17 12:10:50.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 3.054e-04, size: 576, ETA: 3:59:37
2024-12-17 12:10:52.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.053e-04, size: 608, ETA: 3:59:35
2024-12-17 12:10:54.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.052e-04, size: 608, ETA: 3:59:33
2024-12-17 12:10:56.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.051e-04, size: 704, ETA: 3:59:30
2024-12-17 12:10:58.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.050e-04, size: 672, ETA: 3:59:28
2024-12-17 12:11:00.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.049e-04, size: 672, ETA: 3:59:26
2024-12-17 12:11:02.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.048e-04, size: 608, ETA: 3:59:24
2024-12-17 12:11:04.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.048e-04, size: 704, ETA: 3:59:21
2024-12-17 12:11:06.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.047e-04, size: 640, ETA: 3:59:19
2024-12-17 12:11:09.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.046e-04, size: 544, ETA: 3:59:17
2024-12-17 12:11:11.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 3.045e-04, size: 736, ETA: 3:59:15
2024-12-17 12:11:14.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.044e-04, size: 576, ETA: 3:59:13
2024-12-17 12:11:16.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.043e-04, size: 640, ETA: 3:59:11
2024-12-17 12:11:18.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.042e-04, size: 544, ETA: 3:59:08
2024-12-17 12:11:20.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.042e-04, size: 608, ETA: 3:59:06
2024-12-17 12:11:21.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.041e-04, size: 672, ETA: 3:59:04
2024-12-17 12:11:23.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.040e-04, size: 640, ETA: 3:59:01
2024-12-17 12:11:25.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.039e-04, size: 640, ETA: 3:58:59
2024-12-17 12:11:28.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.038e-04, size: 576, ETA: 3:58:57
2024-12-17 12:11:30.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.037e-04, size: 576, ETA: 3:58:55
2024-12-17 12:11:32.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.036e-04, size: 544, ETA: 3:58:52
2024-12-17 12:11:34.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.036e-04, size: 736, ETA: 3:58:50
2024-12-17 12:11:36.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.035e-04, size: 640, ETA: 3:58:48
2024-12-17 12:11:39.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.034e-04, size: 704, ETA: 3:58:46
2024-12-17 12:11:41.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.033e-04, size: 608, ETA: 3:58:44
2024-12-17 12:11:44.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.032e-04, size: 544, ETA: 3:58:42
2024-12-17 12:11:46.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.031e-04, size: 736, ETA: 3:58:40
2024-12-17 12:11:48.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.030e-04, size: 640, ETA: 3:58:37
2024-12-17 12:11:50.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.030e-04, size: 608, ETA: 3:58:35
2024-12-17 12:11:52.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.029e-04, size: 704, ETA: 3:58:33
2024-12-17 12:11:54.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.028e-04, size: 704, ETA: 3:58:30
2024-12-17 12:11:56.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.027e-04, size: 672, ETA: 3:58:28
2024-12-17 12:11:58.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.026e-04, size: 736, ETA: 3:58:26
2024-12-17 12:12:01.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.025e-04, size: 576, ETA: 3:58:24
2024-12-17 12:12:03.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.024e-04, size: 576, ETA: 3:58:22
2024-12-17 12:12:05.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.024e-04, size: 736, ETA: 3:58:19
2024-12-17 12:12:08.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.023e-04, size: 544, ETA: 3:58:17
2024-12-17 12:12:10.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.022e-04, size: 736, ETA: 3:58:15
2024-12-17 12:12:12.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.021e-04, size: 576, ETA: 3:58:13
2024-12-17 12:12:14.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 3.020e-04, size: 576, ETA: 3:58:10
2024-12-17 12:12:16.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.019e-04, size: 608, ETA: 3:58:08
2024-12-17 12:12:18.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.018e-04, size: 672, ETA: 3:58:06
2024-12-17 12:12:20.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.018e-04, size: 608, ETA: 3:58:04
2024-12-17 12:12:23.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.017e-04, size: 608, ETA: 3:58:02
2024-12-17 12:12:25.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.016e-04, size: 736, ETA: 3:57:59
2024-12-17 12:12:27.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.015e-04, size: 672, ETA: 3:57:57
2024-12-17 12:12:30.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.014e-04, size: 640, ETA: 3:57:55
2024-12-17 12:12:32.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.013e-04, size: 544, ETA: 3:57:53
2024-12-17 12:12:34.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 3.013e-04, size: 704, ETA: 3:57:51
2024-12-17 12:12:36.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.012e-04, size: 608, ETA: 3:57:49
2024-12-17 12:12:39.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 3.011e-04, size: 672, ETA: 3:57:47
2024-12-17 12:12:41.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.010e-04, size: 576, ETA: 3:57:44
2024-12-17 12:12:43.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.009e-04, size: 672, ETA: 3:57:42
2024-12-17 12:12:45.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.008e-04, size: 704, ETA: 3:57:40
2024-12-17 12:12:47.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.007e-04, size: 576, ETA: 3:57:37
2024-12-17 12:12:49.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.007e-04, size: 608, ETA: 3:57:35
2024-12-17 12:12:51.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 3.006e-04, size: 576, ETA: 3:57:33
2024-12-17 12:12:54.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.005e-04, size: 576, ETA: 3:57:31
2024-12-17 12:12:57.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 3.004e-04, size: 736, ETA: 3:57:29
2024-12-17 12:12:59.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 3.003e-04, size: 640, ETA: 3:57:27
2024-12-17 12:13:02.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 3.002e-04, size: 736, ETA: 3:57:25
2024-12-17 12:13:04.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 3.002e-04, size: 576, ETA: 3:57:22
2024-12-17 12:13:06.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 3.001e-04, size: 736, ETA: 3:57:20
2024-12-17 12:13:09.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 3.000e-04, size: 576, ETA: 3:57:18
2024-12-17 12:13:11.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.999e-04, size: 672, ETA: 3:57:16
2024-12-17 12:13:13.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.998e-04, size: 704, ETA: 3:57:14
2024-12-17 12:13:15.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.997e-04, size: 576, ETA: 3:57:11
2024-12-17 12:13:17.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.996e-04, size: 608, ETA: 3:57:09
2024-12-17 12:13:20.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.996e-04, size: 672, ETA: 3:57:07
2024-12-17 12:13:22.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.995e-04, size: 640, ETA: 3:57:05
2024-12-17 12:13:24.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.994e-04, size: 704, ETA: 3:57:03
2024-12-17 12:13:27.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.993e-04, size: 672, ETA: 3:57:01
2024-12-17 12:13:29.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.992e-04, size: 736, ETA: 3:56:58
2024-12-17 12:13:31.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.991e-04, size: 640, ETA: 3:56:56
2024-12-17 12:13:33.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.991e-04, size: 736, ETA: 3:56:54
2024-12-17 12:13:36.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.990e-04, size: 704, ETA: 3:56:52
2024-12-17 12:13:38.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.989e-04, size: 608, ETA: 3:56:50
2024-12-17 12:13:41.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.988e-04, size: 576, ETA: 3:56:48
2024-12-17 12:13:43.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.987e-04, size: 608, ETA: 3:56:45
2024-12-17 12:13:45.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.986e-04, size: 640, ETA: 3:56:43
2024-12-17 12:13:48.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.985e-04, size: 736, ETA: 3:56:41
2024-12-17 12:13:51.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.985e-04, size: 736, ETA: 3:56:39
2024-12-17 12:13:54.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.984e-04, size: 608, ETA: 3:56:37
2024-12-17 12:13:55.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.983e-04, size: 608, ETA: 3:56:35
2024-12-17 12:13:57.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.982e-04, size: 576, ETA: 3:56:32
2024-12-17 12:14:00.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.981e-04, size: 608, ETA: 3:56:30
2024-12-17 12:14:02.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.980e-04, size: 608, ETA: 3:56:28
2024-12-17 12:14:05.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.980e-04, size: 704, ETA: 3:56:26
2024-12-17 12:14:07.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.979e-04, size: 608, ETA: 3:56:24
2024-12-17 12:14:09.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.978e-04, size: 736, ETA: 3:56:22
2024-12-17 12:14:11.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.977e-04, size: 704, ETA: 3:56:19
2024-12-17 12:14:14.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.976e-04, size: 608, ETA: 3:56:17
2024-12-17 12:14:16.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.975e-04, size: 640, ETA: 3:56:15
2024-12-17 12:14:18.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.975e-04, size: 608, ETA: 3:56:13
2024-12-17 12:14:21.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.974e-04, size: 640, ETA: 3:56:11
2024-12-17 12:14:23.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.973e-04, size: 672, ETA: 3:56:09
2024-12-17 12:14:26.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.972e-04, size: 640, ETA: 3:56:07
2024-12-17 12:14:28.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.971e-04, size: 736, ETA: 3:56:04
2024-12-17 12:14:30.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.970e-04, size: 640, ETA: 3:56:02
2024-12-17 12:14:32.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.969e-04, size: 544, ETA: 3:56:00
2024-12-17 12:14:34.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.969e-04, size: 736, ETA: 3:55:57
2024-12-17 12:14:37.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.968e-04, size: 640, ETA: 3:55:55
2024-12-17 12:14:39.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.967e-04, size: 544, ETA: 3:55:53
2024-12-17 12:14:41.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.966e-04, size: 640, ETA: 3:55:51
2024-12-17 12:14:44.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.965e-04, size: 608, ETA: 3:55:49
2024-12-17 12:14:46.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.964e-04, size: 704, ETA: 3:55:47
2024-12-17 12:14:49.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.964e-04, size: 736, ETA: 3:55:45
2024-12-17 12:14:51.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.963e-04, size: 576, ETA: 3:55:43
2024-12-17 12:14:53.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.962e-04, size: 640, ETA: 3:55:40
2024-12-17 12:14:55.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.961e-04, size: 736, ETA: 3:55:38
2024-12-17 12:14:58.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.960e-04, size: 608, ETA: 3:55:36
2024-12-17 12:14:59.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.959e-04, size: 544, ETA: 3:55:34
2024-12-17 12:15:01.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.959e-04, size: 736, ETA: 3:55:31
2024-12-17 12:15:03.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.958e-04, size: 704, ETA: 3:55:29
2024-12-17 12:15:05.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.957e-04, size: 576, ETA: 3:55:27
2024-12-17 12:15:08.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.956e-04, size: 576, ETA: 3:55:25
2024-12-17 12:15:11.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.955e-04, size: 704, ETA: 3:55:23
2024-12-17 12:15:13.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.954e-04, size: 704, ETA: 3:55:21
2024-12-17 12:15:16.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.954e-04, size: 608, ETA: 3:55:18
2024-12-17 12:15:18.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.953e-04, size: 608, ETA: 3:55:16
2024-12-17 12:15:20.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.952e-04, size: 736, ETA: 3:55:14
2024-12-17 12:15:22.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.951e-04, size: 608, ETA: 3:55:12
2024-12-17 12:15:24.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.950e-04, size: 544, ETA: 3:55:09
2024-12-17 12:15:26.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.949e-04, size: 608, ETA: 3:55:07
2024-12-17 12:15:28.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.949e-04, size: 640, ETA: 3:55:05
2024-12-17 12:15:30.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.948e-04, size: 736, ETA: 3:55:03
2024-12-17 12:15:32.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.947e-04, size: 640, ETA: 3:55:00
2024-12-17 12:15:35.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.946e-04, size: 608, ETA: 3:54:58
2024-12-17 12:15:37.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.945e-04, size: 672, ETA: 3:54:56
2024-12-17 12:15:39.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.944e-04, size: 672, ETA: 3:54:54
2024-12-17 12:15:42.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.944e-04, size: 704, ETA: 3:54:52
2024-12-17 12:15:44.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.943e-04, size: 576, ETA: 3:54:49
2024-12-17 12:15:46.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.942e-04, size: 736, ETA: 3:54:47
2024-12-17 12:15:48.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.941e-04, size: 576, ETA: 3:54:45
2024-12-17 12:15:50.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.940e-04, size: 672, ETA: 3:54:43
2024-12-17 12:15:52.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.939e-04, size: 672, ETA: 3:54:40
2024-12-17 12:15:54.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.939e-04, size: 640, ETA: 3:54:38
2024-12-17 12:15:56.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.938e-04, size: 736, ETA: 3:54:36
2024-12-17 12:15:59.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.937e-04, size: 608, ETA: 3:54:34
2024-12-17 12:16:01.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.936e-04, size: 544, ETA: 3:54:32
2024-12-17 12:16:04.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.935e-04, size: 544, ETA: 3:54:30
2024-12-17 12:16:06.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.934e-04, size: 576, ETA: 3:54:27
2024-12-17 12:16:09.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.934e-04, size: 576, ETA: 3:54:25
2024-12-17 12:16:11.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.933e-04, size: 608, ETA: 3:54:23
2024-12-17 12:16:13.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.932e-04, size: 704, ETA: 3:54:21
2024-12-17 12:16:15.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.931e-04, size: 640, ETA: 3:54:19
2024-12-17 12:16:17.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.930e-04, size: 704, ETA: 3:54:16
2024-12-17 12:16:19.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.929e-04, size: 672, ETA: 3:54:14
2024-12-17 12:16:21.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.929e-04, size: 640, ETA: 3:54:12
2024-12-17 12:16:23.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.928e-04, size: 544, ETA: 3:54:10
2024-12-17 12:16:26.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.927e-04, size: 736, ETA: 3:54:08
2024-12-17 12:16:28.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.926e-04, size: 704, ETA: 3:54:05
2024-12-17 12:16:31.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.925e-04, size: 640, ETA: 3:54:03
2024-12-17 12:16:33.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.924e-04, size: 704, ETA: 3:54:01
2024-12-17 12:16:35.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.924e-04, size: 704, ETA: 3:53:59
2024-12-17 12:16:37.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.923e-04, size: 640, ETA: 3:53:57
2024-12-17 12:16:40.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.922e-04, size: 576, ETA: 3:53:54
2024-12-17 12:16:41.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.921e-04, size: 608, ETA: 3:53:52
2024-12-17 12:16:44.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.920e-04, size: 672, ETA: 3:53:50
2024-12-17 12:16:46.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.919e-04, size: 672, ETA: 3:53:48
2024-12-17 12:16:49.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.919e-04, size: 640, ETA: 3:53:46
2024-12-17 12:16:51.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.918e-04, size: 544, ETA: 3:53:44
2024-12-17 12:16:53.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.917e-04, size: 544, ETA: 3:53:41
2024-12-17 12:16:55.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.916e-04, size: 544, ETA: 3:53:39
2024-12-17 12:16:57.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.915e-04, size: 704, ETA: 3:53:37
2024-12-17 12:16:59.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.914e-04, size: 608, ETA: 3:53:34
2024-12-17 12:17:01.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.914e-04, size: 608, ETA: 3:53:32
2024-12-17 12:17:03.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.913e-04, size: 672, ETA: 3:53:30
2024-12-17 12:17:06.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.912e-04, size: 608, ETA: 3:53:28
2024-12-17 12:17:08.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.911e-04, size: 640, ETA: 3:53:26
2024-12-17 12:17:10.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.910e-04, size: 608, ETA: 3:53:24
2024-12-17 12:17:13.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.909e-04, size: 544, ETA: 3:53:21
2024-12-17 12:17:15.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.909e-04, size: 640, ETA: 3:53:19
2024-12-17 12:17:17.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.908e-04, size: 576, ETA: 3:53:17
2024-12-17 12:17:19.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.907e-04, size: 704, ETA: 3:53:15
2024-12-17 12:17:22.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.906e-04, size: 544, ETA: 3:53:12
2024-12-17 12:17:24.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.905e-04, size: 608, ETA: 3:53:10
2024-12-17 12:17:26.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.905e-04, size: 736, ETA: 3:53:08
2024-12-17 12:17:29.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.904e-04, size: 704, ETA: 3:53:06
2024-12-17 12:17:31.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.903e-04, size: 640, ETA: 3:53:04
2024-12-17 12:17:33.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.902e-04, size: 736, ETA: 3:53:02
2024-12-17 12:17:35.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.901e-04, size: 576, ETA: 3:52:59
2024-12-17 12:17:37.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.900e-04, size: 736, ETA: 3:52:57
2024-12-17 12:17:39.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.900e-04, size: 576, ETA: 3:52:55
2024-12-17 12:17:41.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.899e-04, size: 672, ETA: 3:52:52
2024-12-17 12:17:43.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.898e-04, size: 608, ETA: 3:52:50
2024-12-17 12:17:45.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.897e-04, size: 672, ETA: 3:52:48
2024-12-17 12:17:48.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.896e-04, size: 576, ETA: 3:52:46
2024-12-17 12:17:50.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.895e-04, size: 672, ETA: 3:52:44
2024-12-17 12:17:52.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.895e-04, size: 544, ETA: 3:52:42
2024-12-17 12:17:55.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.894e-04, size: 640, ETA: 3:52:39
2024-12-17 12:17:56.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.893e-04, size: 576, ETA: 3:52:37
2024-12-17 12:17:58.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.892e-04, size: 608, ETA: 3:52:35
2024-12-17 12:18:00.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.891e-04, size: 672, ETA: 3:52:32
2024-12-17 12:18:02.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.891e-04, size: 672, ETA: 3:52:30
2024-12-17 12:18:04.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.890e-04, size: 736, ETA: 3:52:28
2024-12-17 12:18:06.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.889e-04, size: 704, ETA: 3:52:26
2024-12-17 12:18:09.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.888e-04, size: 608, ETA: 3:52:23
2024-12-17 12:18:11.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.887e-04, size: 672, ETA: 3:52:21
2024-12-17 12:18:13.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.886e-04, size: 672, ETA: 3:52:19
2024-12-17 12:18:16.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.886e-04, size: 736, ETA: 3:52:17
2024-12-17 12:18:19.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.885e-04, size: 608, ETA: 3:52:15
2024-12-17 12:18:21.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.884e-04, size: 704, ETA: 3:52:13
2024-12-17 12:18:22.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.883e-04, size: 544, ETA: 3:52:10
2024-12-17 12:18:24.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.882e-04, size: 576, ETA: 3:52:08
2024-12-17 12:18:26.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.882e-04, size: 736, ETA: 3:52:06
2024-12-17 12:18:28.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.881e-04, size: 736, ETA: 3:52:03
2024-12-17 12:18:30.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.880e-04, size: 544, ETA: 3:52:01
2024-12-17 12:18:32.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.879e-04, size: 736, ETA: 3:51:59
2024-12-17 12:18:35.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.878e-04, size: 736, ETA: 3:51:57
2024-12-17 12:18:38.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.877e-04, size: 704, ETA: 3:51:55
2024-12-17 12:18:40.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.877e-04, size: 704, ETA: 3:51:53
2024-12-17 12:18:42.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.876e-04, size: 704, ETA: 3:51:50
2024-12-17 12:18:44.679 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.875e-04, size: 608, ETA: 3:51:48
2024-12-17 12:18:47.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 84/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.264s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.874e-04, size: 736, ETA: 3:51:46
2024-12-17 12:18:48.253 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 12:18:48.686 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch85
2024-12-17 12:18:51.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.873e-04, size: 608, ETA: 3:51:43
2024-12-17 12:18:53.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.872e-04, size: 736, ETA: 3:51:41
2024-12-17 12:18:55.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.871e-04, size: 640, ETA: 3:51:39
2024-12-17 12:18:57.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.871e-04, size: 704, ETA: 3:51:36
2024-12-17 12:18:59.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.870e-04, size: 576, ETA: 3:51:34
2024-12-17 12:19:01.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.869e-04, size: 576, ETA: 3:51:32
2024-12-17 12:19:03.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.868e-04, size: 608, ETA: 3:51:29
2024-12-17 12:19:05.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.867e-04, size: 640, ETA: 3:51:27
2024-12-17 12:19:07.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.866e-04, size: 576, ETA: 3:51:25
2024-12-17 12:19:09.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.6Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.866e-04, size: 640, ETA: 3:51:23
2024-12-17 12:19:11.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.865e-04, size: 608, ETA: 3:51:21
2024-12-17 12:19:14.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.864e-04, size: 608, ETA: 3:51:18
2024-12-17 12:19:16.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.863e-04, size: 576, ETA: 3:51:16
2024-12-17 12:19:19.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.862e-04, size: 704, ETA: 3:51:14
2024-12-17 12:19:21.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.862e-04, size: 704, ETA: 3:51:12
2024-12-17 12:19:23.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.861e-04, size: 608, ETA: 3:51:10
2024-12-17 12:19:25.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.860e-04, size: 608, ETA: 3:51:08
2024-12-17 12:19:27.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.859e-04, size: 672, ETA: 3:51:05
2024-12-17 12:19:29.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.858e-04, size: 704, ETA: 3:51:03
2024-12-17 12:19:31.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.858e-04, size: 544, ETA: 3:51:01
2024-12-17 12:19:33.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.857e-04, size: 576, ETA: 3:50:58
2024-12-17 12:19:35.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.856e-04, size: 544, ETA: 3:50:56
2024-12-17 12:19:38.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.855e-04, size: 704, ETA: 3:50:54
2024-12-17 12:19:40.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.854e-04, size: 640, ETA: 3:50:52
2024-12-17 12:19:42.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.853e-04, size: 640, ETA: 3:50:50
2024-12-17 12:19:45.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.853e-04, size: 640, ETA: 3:50:48
2024-12-17 12:19:48.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.852e-04, size: 736, ETA: 3:50:46
2024-12-17 12:19:50.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.851e-04, size: 640, ETA: 3:50:43
2024-12-17 12:19:52.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.850e-04, size: 736, ETA: 3:50:41
2024-12-17 12:19:54.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.849e-04, size: 544, ETA: 3:50:39
2024-12-17 12:19:56.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.849e-04, size: 736, ETA: 3:50:36
2024-12-17 12:19:58.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.848e-04, size: 672, ETA: 3:50:34
2024-12-17 12:20:00.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.847e-04, size: 544, ETA: 3:50:32
2024-12-17 12:20:02.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.846e-04, size: 672, ETA: 3:50:30
2024-12-17 12:20:04.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.845e-04, size: 608, ETA: 3:50:28
2024-12-17 12:20:07.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.845e-04, size: 544, ETA: 3:50:26
2024-12-17 12:20:10.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.844e-04, size: 672, ETA: 3:50:23
2024-12-17 12:20:12.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.843e-04, size: 640, ETA: 3:50:21
2024-12-17 12:20:14.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.842e-04, size: 544, ETA: 3:50:19
2024-12-17 12:20:16.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.841e-04, size: 672, ETA: 3:50:17
2024-12-17 12:20:18.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.840e-04, size: 736, ETA: 3:50:14
2024-12-17 12:20:20.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.840e-04, size: 736, ETA: 3:50:12
2024-12-17 12:20:22.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.839e-04, size: 608, ETA: 3:50:10
2024-12-17 12:20:24.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.838e-04, size: 736, ETA: 3:50:08
2024-12-17 12:20:27.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.837e-04, size: 672, ETA: 3:50:06
2024-12-17 12:20:29.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.836e-04, size: 640, ETA: 3:50:04
2024-12-17 12:20:32.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.836e-04, size: 608, ETA: 3:50:01
2024-12-17 12:20:35.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.835e-04, size: 672, ETA: 3:49:59
2024-12-17 12:20:37.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.834e-04, size: 608, ETA: 3:49:57
2024-12-17 12:20:39.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.833e-04, size: 704, ETA: 3:49:55
2024-12-17 12:20:41.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.832e-04, size: 544, ETA: 3:49:53
2024-12-17 12:20:44.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.832e-04, size: 704, ETA: 3:49:51
2024-12-17 12:20:46.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.831e-04, size: 544, ETA: 3:49:48
2024-12-17 12:20:48.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.830e-04, size: 672, ETA: 3:49:46
2024-12-17 12:20:50.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.829e-04, size: 544, ETA: 3:49:44
2024-12-17 12:20:53.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.828e-04, size: 672, ETA: 3:49:42
2024-12-17 12:20:55.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.828e-04, size: 736, ETA: 3:49:40
2024-12-17 12:20:58.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.827e-04, size: 544, ETA: 3:49:38
2024-12-17 12:21:00.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.826e-04, size: 672, ETA: 3:49:35
2024-12-17 12:21:02.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.825e-04, size: 576, ETA: 3:49:33
2024-12-17 12:21:04.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.824e-04, size: 736, ETA: 3:49:31
2024-12-17 12:21:06.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.823e-04, size: 672, ETA: 3:49:29
2024-12-17 12:21:08.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.823e-04, size: 736, ETA: 3:49:26
2024-12-17 12:21:10.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.822e-04, size: 736, ETA: 3:49:24
2024-12-17 12:21:12.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.821e-04, size: 544, ETA: 3:49:22
2024-12-17 12:21:15.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.820e-04, size: 672, ETA: 3:49:20
2024-12-17 12:21:17.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.819e-04, size: 640, ETA: 3:49:18
2024-12-17 12:21:19.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.819e-04, size: 672, ETA: 3:49:15
2024-12-17 12:21:22.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.818e-04, size: 704, ETA: 3:49:13
2024-12-17 12:21:24.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.817e-04, size: 576, ETA: 3:49:11
2024-12-17 12:21:27.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.816e-04, size: 736, ETA: 3:49:09
2024-12-17 12:21:29.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.815e-04, size: 544, ETA: 3:49:07
2024-12-17 12:21:31.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.815e-04, size: 736, ETA: 3:49:05
2024-12-17 12:21:34.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.814e-04, size: 704, ETA: 3:49:03
2024-12-17 12:21:37.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.813e-04, size: 640, ETA: 3:49:01
2024-12-17 12:21:39.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.812e-04, size: 736, ETA: 3:48:58
2024-12-17 12:21:41.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.811e-04, size: 608, ETA: 3:48:56
2024-12-17 12:21:43.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.811e-04, size: 640, ETA: 3:48:54
2024-12-17 12:21:45.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.810e-04, size: 640, ETA: 3:48:52
2024-12-17 12:21:47.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.809e-04, size: 704, ETA: 3:48:49
2024-12-17 12:21:49.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.808e-04, size: 576, ETA: 3:48:47
2024-12-17 12:21:51.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.807e-04, size: 704, ETA: 3:48:45
2024-12-17 12:21:53.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.807e-04, size: 608, ETA: 3:48:42
2024-12-17 12:21:55.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.806e-04, size: 544, ETA: 3:48:40
2024-12-17 12:21:57.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.805e-04, size: 576, ETA: 3:48:38
2024-12-17 12:21:59.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.804e-04, size: 704, ETA: 3:48:35
2024-12-17 12:22:01.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.803e-04, size: 672, ETA: 3:48:33
2024-12-17 12:22:04.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.803e-04, size: 608, ETA: 3:48:31
2024-12-17 12:22:06.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.802e-04, size: 640, ETA: 3:48:29
2024-12-17 12:22:08.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.801e-04, size: 672, ETA: 3:48:27
2024-12-17 12:22:10.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.800e-04, size: 736, ETA: 3:48:25
2024-12-17 12:22:12.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.799e-04, size: 704, ETA: 3:48:22
2024-12-17 12:22:14.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.799e-04, size: 704, ETA: 3:48:20
2024-12-17 12:22:16.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.798e-04, size: 736, ETA: 3:48:18
2024-12-17 12:22:19.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.797e-04, size: 640, ETA: 3:48:16
2024-12-17 12:22:21.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.796e-04, size: 544, ETA: 3:48:13
2024-12-17 12:22:22.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.795e-04, size: 640, ETA: 3:48:11
2024-12-17 12:22:24.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.795e-04, size: 672, ETA: 3:48:09
2024-12-17 12:22:26.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.794e-04, size: 608, ETA: 3:48:06
2024-12-17 12:22:28.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.793e-04, size: 544, ETA: 3:48:04
2024-12-17 12:22:30.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.792e-04, size: 672, ETA: 3:48:02
2024-12-17 12:22:33.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.791e-04, size: 736, ETA: 3:48:00
2024-12-17 12:22:36.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.791e-04, size: 640, ETA: 3:47:58
2024-12-17 12:22:38.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.790e-04, size: 544, ETA: 3:47:56
2024-12-17 12:22:41.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.789e-04, size: 544, ETA: 3:47:54
2024-12-17 12:22:43.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.788e-04, size: 576, ETA: 3:47:51
2024-12-17 12:22:45.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.787e-04, size: 608, ETA: 3:47:49
2024-12-17 12:22:47.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.787e-04, size: 640, ETA: 3:47:47
2024-12-17 12:22:49.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.786e-04, size: 576, ETA: 3:47:44
2024-12-17 12:22:50.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.785e-04, size: 608, ETA: 3:47:42
2024-12-17 12:22:52.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.784e-04, size: 736, ETA: 3:47:40
2024-12-17 12:22:55.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.783e-04, size: 576, ETA: 3:47:38
2024-12-17 12:22:57.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.783e-04, size: 672, ETA: 3:47:35
2024-12-17 12:22:59.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.782e-04, size: 704, ETA: 3:47:33
2024-12-17 12:23:01.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.781e-04, size: 736, ETA: 3:47:31
2024-12-17 12:23:03.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.780e-04, size: 608, ETA: 3:47:29
2024-12-17 12:23:05.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.779e-04, size: 672, ETA: 3:47:26
2024-12-17 12:23:07.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.779e-04, size: 640, ETA: 3:47:24
2024-12-17 12:23:10.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.778e-04, size: 704, ETA: 3:47:22
2024-12-17 12:23:12.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.777e-04, size: 704, ETA: 3:47:20
2024-12-17 12:23:14.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.776e-04, size: 576, ETA: 3:47:18
2024-12-17 12:23:16.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.775e-04, size: 736, ETA: 3:47:15
2024-12-17 12:23:19.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.775e-04, size: 736, ETA: 3:47:13
2024-12-17 12:23:21.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.774e-04, size: 672, ETA: 3:47:11
2024-12-17 12:23:23.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.773e-04, size: 608, ETA: 3:47:09
2024-12-17 12:23:25.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.772e-04, size: 704, ETA: 3:47:06
2024-12-17 12:23:27.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.772e-04, size: 736, ETA: 3:47:04
2024-12-17 12:23:29.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.771e-04, size: 672, ETA: 3:47:02
2024-12-17 12:23:31.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.770e-04, size: 576, ETA: 3:47:00
2024-12-17 12:23:33.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.769e-04, size: 576, ETA: 3:46:57
2024-12-17 12:23:35.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.768e-04, size: 736, ETA: 3:46:55
2024-12-17 12:23:37.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.768e-04, size: 576, ETA: 3:46:53
2024-12-17 12:23:39.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.767e-04, size: 576, ETA: 3:46:51
2024-12-17 12:23:41.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.766e-04, size: 608, ETA: 3:46:48
2024-12-17 12:23:43.111 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.765e-04, size: 576, ETA: 3:46:46
2024-12-17 12:23:45.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.764e-04, size: 544, ETA: 3:46:44
2024-12-17 12:23:46.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.764e-04, size: 544, ETA: 3:46:41
2024-12-17 12:23:48.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.763e-04, size: 672, ETA: 3:46:39
2024-12-17 12:23:50.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.762e-04, size: 672, ETA: 3:46:37
2024-12-17 12:23:52.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.761e-04, size: 736, ETA: 3:46:35
2024-12-17 12:23:54.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.760e-04, size: 544, ETA: 3:46:32
2024-12-17 12:23:56.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.760e-04, size: 736, ETA: 3:46:30
2024-12-17 12:23:58.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.759e-04, size: 576, ETA: 3:46:28
2024-12-17 12:24:00.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.758e-04, size: 672, ETA: 3:46:25
2024-12-17 12:24:02.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.757e-04, size: 608, ETA: 3:46:23
2024-12-17 12:24:04.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.756e-04, size: 544, ETA: 3:46:21
2024-12-17 12:24:06.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.756e-04, size: 608, ETA: 3:46:19
2024-12-17 12:24:08.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.755e-04, size: 736, ETA: 3:46:16
2024-12-17 12:24:10.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.754e-04, size: 608, ETA: 3:46:14
2024-12-17 12:24:12.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.753e-04, size: 576, ETA: 3:46:12
2024-12-17 12:24:14.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.753e-04, size: 704, ETA: 3:46:10
2024-12-17 12:24:16.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.752e-04, size: 576, ETA: 3:46:07
2024-12-17 12:24:18.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.751e-04, size: 576, ETA: 3:46:05
2024-12-17 12:24:20.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.750e-04, size: 608, ETA: 3:46:03
2024-12-17 12:24:21.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.749e-04, size: 576, ETA: 3:46:00
2024-12-17 12:24:23.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.749e-04, size: 640, ETA: 3:45:58
2024-12-17 12:24:25.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.748e-04, size: 608, ETA: 3:45:56
2024-12-17 12:24:27.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.175s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.747e-04, size: 576, ETA: 3:45:53
2024-12-17 12:24:29.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.746e-04, size: 576, ETA: 3:45:51
2024-12-17 12:24:31.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.745e-04, size: 736, ETA: 3:45:49
2024-12-17 12:24:33.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.745e-04, size: 608, ETA: 3:45:47
2024-12-17 12:24:35.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.744e-04, size: 544, ETA: 3:45:44
2024-12-17 12:24:37.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.743e-04, size: 576, ETA: 3:45:42
2024-12-17 12:24:39.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.742e-04, size: 640, ETA: 3:45:40
2024-12-17 12:24:41.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.742e-04, size: 544, ETA: 3:45:37
2024-12-17 12:24:43.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.741e-04, size: 736, ETA: 3:45:35
2024-12-17 12:24:45.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.740e-04, size: 640, ETA: 3:45:33
2024-12-17 12:24:47.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.739e-04, size: 544, ETA: 3:45:31
2024-12-17 12:24:49.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.738e-04, size: 640, ETA: 3:45:28
2024-12-17 12:24:51.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.738e-04, size: 736, ETA: 3:45:26
2024-12-17 12:24:53.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.737e-04, size: 704, ETA: 3:45:24
2024-12-17 12:24:55.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.736e-04, size: 736, ETA: 3:45:22
2024-12-17 12:24:57.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.735e-04, size: 704, ETA: 3:45:19
2024-12-17 12:24:59.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.734e-04, size: 576, ETA: 3:45:17
2024-12-17 12:25:01.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.734e-04, size: 640, ETA: 3:45:15
2024-12-17 12:25:03.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.733e-04, size: 544, ETA: 3:45:12
2024-12-17 12:25:04.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.732e-04, size: 640, ETA: 3:45:10
2024-12-17 12:25:06.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.731e-04, size: 640, ETA: 3:45:08
2024-12-17 12:25:08.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.731e-04, size: 640, ETA: 3:45:05
2024-12-17 12:25:11.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.730e-04, size: 576, ETA: 3:45:03
2024-12-17 12:25:13.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.729e-04, size: 576, ETA: 3:45:01
2024-12-17 12:25:15.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.728e-04, size: 736, ETA: 3:44:59
2024-12-17 12:25:17.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.727e-04, size: 640, ETA: 3:44:57
2024-12-17 12:25:19.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.727e-04, size: 672, ETA: 3:44:54
2024-12-17 12:25:21.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 2.726e-04, size: 736, ETA: 3:44:52
2024-12-17 12:25:23.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.725e-04, size: 544, ETA: 3:44:50
2024-12-17 12:25:24.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.724e-04, size: 544, ETA: 3:44:47
2024-12-17 12:25:26.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.723e-04, size: 576, ETA: 3:44:45
2024-12-17 12:25:28.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.723e-04, size: 672, ETA: 3:44:43
2024-12-17 12:25:30.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.722e-04, size: 672, ETA: 3:44:40
2024-12-17 12:25:32.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.721e-04, size: 704, ETA: 3:44:38
2024-12-17 12:25:34.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.720e-04, size: 672, ETA: 3:44:36
2024-12-17 12:25:36.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.720e-04, size: 544, ETA: 3:44:34
2024-12-17 12:25:38.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.719e-04, size: 576, ETA: 3:44:31
2024-12-17 12:25:40.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.718e-04, size: 736, ETA: 3:44:29
2024-12-17 12:25:42.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.717e-04, size: 576, ETA: 3:44:27
2024-12-17 12:25:44.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.716e-04, size: 544, ETA: 3:44:25
2024-12-17 12:25:46.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.716e-04, size: 640, ETA: 3:44:22
2024-12-17 12:25:48.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.715e-04, size: 704, ETA: 3:44:20
2024-12-17 12:25:50.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.714e-04, size: 672, ETA: 3:44:18
2024-12-17 12:25:52.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.713e-04, size: 608, ETA: 3:44:15
2024-12-17 12:25:54.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.713e-04, size: 704, ETA: 3:44:13
2024-12-17 12:25:56.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.712e-04, size: 608, ETA: 3:44:11
2024-12-17 12:25:58.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.711e-04, size: 640, ETA: 3:44:09
2024-12-17 12:26:00.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.710e-04, size: 576, ETA: 3:44:06
2024-12-17 12:26:02.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.709e-04, size: 576, ETA: 3:44:04
2024-12-17 12:26:04.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.709e-04, size: 544, ETA: 3:44:02
2024-12-17 12:26:07.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.708e-04, size: 736, ETA: 3:44:00
2024-12-17 12:26:09.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.707e-04, size: 672, ETA: 3:43:58
2024-12-17 12:26:11.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.706e-04, size: 608, ETA: 3:43:55
2024-12-17 12:26:13.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.706e-04, size: 640, ETA: 3:43:53
2024-12-17 12:26:16.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.705e-04, size: 608, ETA: 3:43:51
2024-12-17 12:26:18.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.704e-04, size: 672, ETA: 3:43:49
2024-12-17 12:26:20.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.703e-04, size: 544, ETA: 3:43:47
2024-12-17 12:26:22.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.702e-04, size: 640, ETA: 3:43:44
2024-12-17 12:26:24.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.702e-04, size: 544, ETA: 3:43:42
2024-12-17 12:26:26.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.701e-04, size: 544, ETA: 3:43:40
2024-12-17 12:26:28.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.700e-04, size: 640, ETA: 3:43:37
2024-12-17 12:26:30.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.699e-04, size: 736, ETA: 3:43:35
2024-12-17 12:26:32.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.699e-04, size: 640, ETA: 3:43:33
2024-12-17 12:26:35.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.698e-04, size: 640, ETA: 3:43:31
2024-12-17 12:26:37.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.697e-04, size: 736, ETA: 3:43:29
2024-12-17 12:26:40.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.696e-04, size: 544, ETA: 3:43:27
2024-12-17 12:26:43.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.695e-04, size: 608, ETA: 3:43:25
2024-12-17 12:26:45.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.695e-04, size: 608, ETA: 3:43:22
2024-12-17 12:26:47.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.694e-04, size: 608, ETA: 3:43:20
2024-12-17 12:26:49.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.693e-04, size: 736, ETA: 3:43:18
2024-12-17 12:26:51.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.692e-04, size: 544, ETA: 3:43:16
2024-12-17 12:26:53.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.692e-04, size: 640, ETA: 3:43:13
2024-12-17 12:26:55.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.691e-04, size: 736, ETA: 3:43:11
2024-12-17 12:26:57.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.690e-04, size: 704, ETA: 3:43:09
2024-12-17 12:26:59.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.689e-04, size: 608, ETA: 3:43:07
2024-12-17 12:27:01.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.689e-04, size: 576, ETA: 3:43:04
2024-12-17 12:27:04.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.688e-04, size: 704, ETA: 3:43:02
2024-12-17 12:27:06.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.687e-04, size: 544, ETA: 3:43:00
2024-12-17 12:27:08.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.019s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.686e-04, size: 704, ETA: 3:42:58
2024-12-17 12:27:11.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.685e-04, size: 704, ETA: 3:42:56
2024-12-17 12:27:13.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.685e-04, size: 736, ETA: 3:42:54
2024-12-17 12:27:15.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 2.684e-04, size: 640, ETA: 3:42:51
2024-12-17 12:27:17.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.683e-04, size: 640, ETA: 3:42:49
2024-12-17 12:27:20.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.682e-04, size: 544, ETA: 3:42:47
2024-12-17 12:27:22.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 85/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.682e-04, size: 608, ETA: 3:42:45
2024-12-17 12:27:23.278 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 12:27:23.698 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch86
2024-12-17 12:27:26.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.680e-04, size: 704, ETA: 3:42:42
2024-12-17 12:27:29.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.680e-04, size: 704, ETA: 3:42:40
2024-12-17 12:27:31.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.679e-04, size: 608, ETA: 3:42:38
2024-12-17 12:27:32.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.678e-04, size: 544, ETA: 3:42:35
2024-12-17 12:27:34.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.677e-04, size: 576, ETA: 3:42:33
2024-12-17 12:27:36.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.677e-04, size: 736, ETA: 3:42:31
2024-12-17 12:27:38.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.676e-04, size: 576, ETA: 3:42:28
2024-12-17 12:27:40.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.675e-04, size: 576, ETA: 3:42:26
2024-12-17 12:27:43.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.674e-04, size: 672, ETA: 3:42:24
2024-12-17 12:27:45.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.674e-04, size: 544, ETA: 3:42:22
2024-12-17 12:27:47.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.673e-04, size: 576, ETA: 3:42:19
2024-12-17 12:27:50.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.672e-04, size: 672, ETA: 3:42:17
2024-12-17 12:27:52.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.671e-04, size: 576, ETA: 3:42:15
2024-12-17 12:27:54.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.670e-04, size: 576, ETA: 3:42:13
2024-12-17 12:27:56.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.670e-04, size: 704, ETA: 3:42:11
2024-12-17 12:27:58.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.669e-04, size: 640, ETA: 3:42:08
2024-12-17 12:28:00.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.668e-04, size: 736, ETA: 3:42:06
2024-12-17 12:28:02.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.667e-04, size: 544, ETA: 3:42:04
2024-12-17 12:28:04.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.667e-04, size: 544, ETA: 3:42:02
2024-12-17 12:28:06.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.666e-04, size: 672, ETA: 3:41:59
2024-12-17 12:28:08.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.665e-04, size: 736, ETA: 3:41:57
2024-12-17 12:28:11.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.664e-04, size: 576, ETA: 3:41:55
2024-12-17 12:28:13.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.664e-04, size: 736, ETA: 3:41:53
2024-12-17 12:28:16.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.663e-04, size: 704, ETA: 3:41:51
2024-12-17 12:28:19.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.662e-04, size: 704, ETA: 3:41:49
2024-12-17 12:28:21.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.661e-04, size: 608, ETA: 3:41:47
2024-12-17 12:28:23.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.661e-04, size: 608, ETA: 3:41:44
2024-12-17 12:28:25.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.660e-04, size: 672, ETA: 3:41:42
2024-12-17 12:28:27.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.659e-04, size: 640, ETA: 3:41:40
2024-12-17 12:28:29.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.658e-04, size: 736, ETA: 3:41:38
2024-12-17 12:28:31.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.657e-04, size: 576, ETA: 3:41:35
2024-12-17 12:28:33.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.657e-04, size: 640, ETA: 3:41:33
2024-12-17 12:28:36.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.656e-04, size: 576, ETA: 3:41:31
2024-12-17 12:28:38.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.655e-04, size: 576, ETA: 3:41:29
2024-12-17 12:28:40.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.654e-04, size: 672, ETA: 3:41:27
2024-12-17 12:28:43.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.654e-04, size: 576, ETA: 3:41:25
2024-12-17 12:28:45.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.653e-04, size: 704, ETA: 3:41:22
2024-12-17 12:28:47.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.652e-04, size: 736, ETA: 3:41:20
2024-12-17 12:28:49.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.651e-04, size: 736, ETA: 3:41:18
2024-12-17 12:28:52.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.651e-04, size: 704, ETA: 3:41:16
2024-12-17 12:28:54.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.650e-04, size: 576, ETA: 3:41:13
2024-12-17 12:28:56.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.649e-04, size: 608, ETA: 3:41:11
2024-12-17 12:28:58.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.648e-04, size: 544, ETA: 3:41:09
2024-12-17 12:29:01.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.268s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.648e-04, size: 736, ETA: 3:41:07
2024-12-17 12:29:03.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.647e-04, size: 576, ETA: 3:41:05
2024-12-17 12:29:06.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.646e-04, size: 544, ETA: 3:41:03
2024-12-17 12:29:08.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.645e-04, size: 640, ETA: 3:41:01
2024-12-17 12:29:10.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.644e-04, size: 576, ETA: 3:40:58
2024-12-17 12:29:12.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.644e-04, size: 608, ETA: 3:40:56
2024-12-17 12:29:14.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.643e-04, size: 640, ETA: 3:40:54
2024-12-17 12:29:17.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 2.642e-04, size: 704, ETA: 3:40:52
2024-12-17 12:29:18.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.641e-04, size: 608, ETA: 3:40:49
2024-12-17 12:29:20.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.641e-04, size: 736, ETA: 3:40:47
2024-12-17 12:29:23.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.640e-04, size: 608, ETA: 3:40:45
2024-12-17 12:29:25.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.639e-04, size: 672, ETA: 3:40:43
2024-12-17 12:29:28.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.638e-04, size: 608, ETA: 3:40:41
2024-12-17 12:29:31.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.638e-04, size: 544, ETA: 3:40:39
2024-12-17 12:29:33.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.637e-04, size: 736, ETA: 3:40:36
2024-12-17 12:29:35.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.636e-04, size: 544, ETA: 3:40:34
2024-12-17 12:29:37.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.635e-04, size: 608, ETA: 3:40:32
2024-12-17 12:29:39.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.635e-04, size: 544, ETA: 3:40:30
2024-12-17 12:29:42.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.634e-04, size: 640, ETA: 3:40:28
2024-12-17 12:29:45.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.633e-04, size: 544, ETA: 3:40:26
2024-12-17 12:29:47.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.632e-04, size: 704, ETA: 3:40:23
2024-12-17 12:29:50.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.632e-04, size: 736, ETA: 3:40:21
2024-12-17 12:29:52.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.631e-04, size: 576, ETA: 3:40:19
2024-12-17 12:29:54.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.630e-04, size: 640, ETA: 3:40:17
2024-12-17 12:29:57.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.629e-04, size: 544, ETA: 3:40:15
2024-12-17 12:29:59.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.629e-04, size: 672, ETA: 3:40:13
2024-12-17 12:30:02.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.628e-04, size: 640, ETA: 3:40:11
2024-12-17 12:30:04.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.627e-04, size: 736, ETA: 3:40:08
2024-12-17 12:30:07.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.626e-04, size: 672, ETA: 3:40:06
2024-12-17 12:30:09.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.625e-04, size: 704, ETA: 3:40:04
2024-12-17 12:30:12.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.625e-04, size: 672, ETA: 3:40:02
2024-12-17 12:30:14.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.624e-04, size: 576, ETA: 3:40:00
2024-12-17 12:30:16.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.623e-04, size: 576, ETA: 3:39:58
2024-12-17 12:30:18.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.622e-04, size: 544, ETA: 3:39:55
2024-12-17 12:30:20.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.622e-04, size: 544, ETA: 3:39:53
2024-12-17 12:30:22.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.621e-04, size: 608, ETA: 3:39:51
2024-12-17 12:30:24.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.620e-04, size: 576, ETA: 3:39:48
2024-12-17 12:30:26.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.619e-04, size: 544, ETA: 3:39:46
2024-12-17 12:30:28.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.619e-04, size: 640, ETA: 3:39:44
2024-12-17 12:30:31.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.618e-04, size: 544, ETA: 3:39:42
2024-12-17 12:30:33.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.617e-04, size: 544, ETA: 3:39:40
2024-12-17 12:30:35.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.616e-04, size: 640, ETA: 3:39:38
2024-12-17 12:30:37.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.616e-04, size: 640, ETA: 3:39:35
2024-12-17 12:30:40.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.615e-04, size: 640, ETA: 3:39:33
2024-12-17 12:30:42.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.614e-04, size: 736, ETA: 3:39:31
2024-12-17 12:30:44.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.613e-04, size: 672, ETA: 3:39:29
2024-12-17 12:30:46.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.613e-04, size: 640, ETA: 3:39:26
2024-12-17 12:30:48.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.612e-04, size: 576, ETA: 3:39:24
2024-12-17 12:30:51.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.611e-04, size: 736, ETA: 3:39:22
2024-12-17 12:30:53.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.610e-04, size: 672, ETA: 3:39:20
2024-12-17 12:30:56.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.610e-04, size: 736, ETA: 3:39:18
2024-12-17 12:30:59.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.609e-04, size: 704, ETA: 3:39:16
2024-12-17 12:31:01.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.608e-04, size: 544, ETA: 3:39:14
2024-12-17 12:31:02.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.607e-04, size: 608, ETA: 3:39:11
2024-12-17 12:31:04.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.607e-04, size: 640, ETA: 3:39:09
2024-12-17 12:31:06.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.606e-04, size: 640, ETA: 3:39:07
2024-12-17 12:31:08.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.605e-04, size: 608, ETA: 3:39:04
2024-12-17 12:31:11.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.604e-04, size: 576, ETA: 3:39:02
2024-12-17 12:31:13.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.604e-04, size: 608, ETA: 3:39:00
2024-12-17 12:31:16.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.603e-04, size: 704, ETA: 3:38:58
2024-12-17 12:31:18.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.602e-04, size: 672, ETA: 3:38:56
2024-12-17 12:31:21.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.601e-04, size: 608, ETA: 3:38:54
2024-12-17 12:31:23.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.601e-04, size: 672, ETA: 3:38:52
2024-12-17 12:31:26.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.600e-04, size: 704, ETA: 3:38:50
2024-12-17 12:31:28.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.599e-04, size: 704, ETA: 3:38:47
2024-12-17 12:31:30.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.598e-04, size: 544, ETA: 3:38:45
2024-12-17 12:31:32.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.598e-04, size: 640, ETA: 3:38:43
2024-12-17 12:31:34.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.597e-04, size: 640, ETA: 3:38:41
2024-12-17 12:31:36.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.596e-04, size: 704, ETA: 3:38:38
2024-12-17 12:31:38.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.595e-04, size: 736, ETA: 3:38:36
2024-12-17 12:31:41.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.595e-04, size: 736, ETA: 3:38:34
2024-12-17 12:31:43.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.594e-04, size: 672, ETA: 3:38:32
2024-12-17 12:31:45.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.593e-04, size: 576, ETA: 3:38:30
2024-12-17 12:31:48.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.592e-04, size: 576, ETA: 3:38:28
2024-12-17 12:31:50.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.592e-04, size: 576, ETA: 3:38:25
2024-12-17 12:31:52.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.591e-04, size: 672, ETA: 3:38:23
2024-12-17 12:31:54.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.590e-04, size: 576, ETA: 3:38:21
2024-12-17 12:31:56.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.589e-04, size: 736, ETA: 3:38:19
2024-12-17 12:31:58.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.589e-04, size: 576, ETA: 3:38:16
2024-12-17 12:32:00.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.588e-04, size: 576, ETA: 3:38:14
2024-12-17 12:32:02.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.587e-04, size: 704, ETA: 3:38:12
2024-12-17 12:32:05.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.586e-04, size: 544, ETA: 3:38:10
2024-12-17 12:32:07.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.586e-04, size: 704, ETA: 3:38:07
2024-12-17 12:32:10.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.585e-04, size: 544, ETA: 3:38:05
2024-12-17 12:32:12.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.584e-04, size: 704, ETA: 3:38:03
2024-12-17 12:32:15.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.583e-04, size: 640, ETA: 3:38:01
2024-12-17 12:32:17.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.583e-04, size: 608, ETA: 3:37:59
2024-12-17 12:32:19.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.582e-04, size: 672, ETA: 3:37:57
2024-12-17 12:32:21.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.581e-04, size: 544, ETA: 3:37:54
2024-12-17 12:32:22.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.580e-04, size: 576, ETA: 3:37:52
2024-12-17 12:32:24.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.580e-04, size: 576, ETA: 3:37:50
2024-12-17 12:32:26.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.579e-04, size: 608, ETA: 3:37:47
2024-12-17 12:32:28.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.578e-04, size: 576, ETA: 3:37:45
2024-12-17 12:32:31.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.577e-04, size: 704, ETA: 3:37:43
2024-12-17 12:32:33.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.577e-04, size: 704, ETA: 3:37:41
2024-12-17 12:32:36.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.576e-04, size: 608, ETA: 3:37:39
2024-12-17 12:32:38.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.575e-04, size: 608, ETA: 3:37:37
2024-12-17 12:32:40.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.574e-04, size: 704, ETA: 3:37:34
2024-12-17 12:32:42.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.574e-04, size: 640, ETA: 3:37:32
2024-12-17 12:32:45.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.573e-04, size: 704, ETA: 3:37:30
2024-12-17 12:32:46.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.572e-04, size: 672, ETA: 3:37:28
2024-12-17 12:32:49.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.571e-04, size: 672, ETA: 3:37:25
2024-12-17 12:32:50.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.571e-04, size: 672, ETA: 3:37:23
2024-12-17 12:32:52.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.570e-04, size: 672, ETA: 3:37:21
2024-12-17 12:32:55.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.569e-04, size: 608, ETA: 3:37:19
2024-12-17 12:32:57.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.569e-04, size: 736, ETA: 3:37:17
2024-12-17 12:33:00.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.568e-04, size: 576, ETA: 3:37:14
2024-12-17 12:33:03.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.567e-04, size: 608, ETA: 3:37:12
2024-12-17 12:33:05.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.566e-04, size: 640, ETA: 3:37:10
2024-12-17 12:33:07.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.566e-04, size: 608, ETA: 3:37:08
2024-12-17 12:33:09.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.565e-04, size: 704, ETA: 3:37:06
2024-12-17 12:33:11.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 2.564e-04, size: 576, ETA: 3:37:03
2024-12-17 12:33:13.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.563e-04, size: 672, ETA: 3:37:01
2024-12-17 12:33:15.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.563e-04, size: 704, ETA: 3:36:59
2024-12-17 12:33:18.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.562e-04, size: 736, ETA: 3:36:57
2024-12-17 12:33:20.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.561e-04, size: 544, ETA: 3:36:55
2024-12-17 12:33:23.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.560e-04, size: 704, ETA: 3:36:53
2024-12-17 12:33:26.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.311s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.560e-04, size: 736, ETA: 3:36:51
2024-12-17 12:33:28.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.559e-04, size: 640, ETA: 3:36:49
2024-12-17 12:33:31.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.558e-04, size: 704, ETA: 3:36:46
2024-12-17 12:33:32.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.557e-04, size: 544, ETA: 3:36:44
2024-12-17 12:33:35.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.557e-04, size: 736, ETA: 3:36:42
2024-12-17 12:33:37.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.556e-04, size: 576, ETA: 3:36:40
2024-12-17 12:33:39.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.555e-04, size: 576, ETA: 3:36:37
2024-12-17 12:33:41.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.554e-04, size: 544, ETA: 3:36:35
2024-12-17 12:33:43.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.554e-04, size: 576, ETA: 3:36:33
2024-12-17 12:33:45.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.553e-04, size: 704, ETA: 3:36:31
2024-12-17 12:33:48.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.552e-04, size: 544, ETA: 3:36:28
2024-12-17 12:33:51.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.552e-04, size: 736, ETA: 3:36:26
2024-12-17 12:33:54.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.551e-04, size: 736, ETA: 3:36:25
2024-12-17 12:33:56.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.550e-04, size: 576, ETA: 3:36:22
2024-12-17 12:33:58.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.549e-04, size: 576, ETA: 3:36:20
2024-12-17 12:34:00.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.549e-04, size: 640, ETA: 3:36:18
2024-12-17 12:34:02.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.548e-04, size: 608, ETA: 3:36:16
2024-12-17 12:34:04.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.547e-04, size: 544, ETA: 3:36:13
2024-12-17 12:34:06.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.546e-04, size: 672, ETA: 3:36:11
2024-12-17 12:34:08.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.546e-04, size: 640, ETA: 3:36:09
2024-12-17 12:34:10.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.545e-04, size: 640, ETA: 3:36:07
2024-12-17 12:34:13.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.544e-04, size: 736, ETA: 3:36:05
2024-12-17 12:34:16.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.543e-04, size: 608, ETA: 3:36:02
2024-12-17 12:34:18.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.543e-04, size: 576, ETA: 3:36:00
2024-12-17 12:34:21.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.542e-04, size: 704, ETA: 3:35:58
2024-12-17 12:34:23.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.541e-04, size: 736, ETA: 3:35:56
2024-12-17 12:34:25.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.540e-04, size: 736, ETA: 3:35:54
2024-12-17 12:34:27.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.540e-04, size: 672, ETA: 3:35:52
2024-12-17 12:34:29.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.539e-04, size: 640, ETA: 3:35:49
2024-12-17 12:34:31.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.538e-04, size: 640, ETA: 3:35:47
2024-12-17 12:34:33.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.538e-04, size: 576, ETA: 3:35:45
2024-12-17 12:34:35.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.537e-04, size: 640, ETA: 3:35:43
2024-12-17 12:34:38.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 2.536e-04, size: 672, ETA: 3:35:40
2024-12-17 12:34:40.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.535e-04, size: 608, ETA: 3:35:38
2024-12-17 12:34:43.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.535e-04, size: 672, ETA: 3:35:36
2024-12-17 12:34:45.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.534e-04, size: 640, ETA: 3:35:34
2024-12-17 12:34:47.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.533e-04, size: 544, ETA: 3:35:32
2024-12-17 12:34:49.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.532e-04, size: 704, ETA: 3:35:29
2024-12-17 12:34:51.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.532e-04, size: 608, ETA: 3:35:27
2024-12-17 12:34:53.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.531e-04, size: 704, ETA: 3:35:25
2024-12-17 12:34:55.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.530e-04, size: 736, ETA: 3:35:23
2024-12-17 12:34:57.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.529e-04, size: 672, ETA: 3:35:20
2024-12-17 12:34:59.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.529e-04, size: 608, ETA: 3:35:18
2024-12-17 12:35:01.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.528e-04, size: 608, ETA: 3:35:16
2024-12-17 12:35:03.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.527e-04, size: 576, ETA: 3:35:14
2024-12-17 12:35:06.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.527e-04, size: 608, ETA: 3:35:11
2024-12-17 12:35:08.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.526e-04, size: 608, ETA: 3:35:09
2024-12-17 12:35:11.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.295s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.525e-04, size: 736, ETA: 3:35:07
2024-12-17 12:35:13.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.524e-04, size: 736, ETA: 3:35:05
2024-12-17 12:35:15.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.524e-04, size: 640, ETA: 3:35:03
2024-12-17 12:35:18.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.523e-04, size: 736, ETA: 3:35:01
2024-12-17 12:35:20.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.522e-04, size: 672, ETA: 3:34:58
2024-12-17 12:35:22.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.521e-04, size: 640, ETA: 3:34:56
2024-12-17 12:35:24.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.521e-04, size: 704, ETA: 3:34:54
2024-12-17 12:35:26.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.520e-04, size: 544, ETA: 3:34:52
2024-12-17 12:35:29.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.519e-04, size: 704, ETA: 3:34:50
2024-12-17 12:35:32.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.519e-04, size: 736, ETA: 3:34:48
2024-12-17 12:35:34.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.518e-04, size: 608, ETA: 3:34:46
2024-12-17 12:35:37.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.517e-04, size: 736, ETA: 3:34:44
2024-12-17 12:35:39.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.516e-04, size: 672, ETA: 3:34:41
2024-12-17 12:35:41.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.516e-04, size: 608, ETA: 3:34:39
2024-12-17 12:35:44.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.515e-04, size: 544, ETA: 3:34:37
2024-12-17 12:35:46.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.514e-04, size: 736, ETA: 3:34:35
2024-12-17 12:35:48.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.513e-04, size: 608, ETA: 3:34:32
2024-12-17 12:35:50.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.513e-04, size: 640, ETA: 3:34:30
2024-12-17 12:35:52.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.512e-04, size: 704, ETA: 3:34:28
2024-12-17 12:35:55.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.511e-04, size: 544, ETA: 3:34:26
2024-12-17 12:35:58.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.511e-04, size: 672, ETA: 3:34:24
2024-12-17 12:36:00.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.510e-04, size: 576, ETA: 3:34:22
2024-12-17 12:36:03.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.509e-04, size: 544, ETA: 3:34:20
2024-12-17 12:36:04.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.508e-04, size: 576, ETA: 3:34:17
2024-12-17 12:36:06.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.508e-04, size: 640, ETA: 3:34:15
2024-12-17 12:36:08.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.507e-04, size: 736, ETA: 3:34:13
2024-12-17 12:36:11.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.506e-04, size: 544, ETA: 3:34:10
2024-12-17 12:36:13.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.505e-04, size: 544, ETA: 3:34:08
2024-12-17 12:36:15.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.020s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.505e-04, size: 672, ETA: 3:34:06
2024-12-17 12:36:18.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.504e-04, size: 704, ETA: 3:34:04
2024-12-17 12:36:20.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.503e-04, size: 608, ETA: 3:34:02
2024-12-17 12:36:22.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.503e-04, size: 576, ETA: 3:34:00
2024-12-17 12:36:25.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.502e-04, size: 736, ETA: 3:33:58
2024-12-17 12:36:28.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.501e-04, size: 608, ETA: 3:33:56
2024-12-17 12:36:30.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 86/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.500e-04, size: 608, ETA: 3:33:53
2024-12-17 12:36:31.400 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 12:36:31.823 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch87
2024-12-17 12:36:34.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.499e-04, size: 640, ETA: 3:33:50
2024-12-17 12:36:36.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.499e-04, size: 672, ETA: 3:33:48
2024-12-17 12:36:38.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.498e-04, size: 544, ETA: 3:33:46
2024-12-17 12:36:40.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.497e-04, size: 736, ETA: 3:33:44
2024-12-17 12:36:43.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.496e-04, size: 672, ETA: 3:33:42
2024-12-17 12:36:45.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.496e-04, size: 576, ETA: 3:33:39
2024-12-17 12:36:47.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.495e-04, size: 640, ETA: 3:33:37
2024-12-17 12:36:49.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.494e-04, size: 736, ETA: 3:33:35
2024-12-17 12:36:51.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.494e-04, size: 672, ETA: 3:33:33
2024-12-17 12:36:53.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.493e-04, size: 576, ETA: 3:33:30
2024-12-17 12:36:55.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.492e-04, size: 576, ETA: 3:33:28
2024-12-17 12:36:57.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.491e-04, size: 736, ETA: 3:33:26
2024-12-17 12:36:59.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.491e-04, size: 704, ETA: 3:33:24
2024-12-17 12:37:01.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.490e-04, size: 576, ETA: 3:33:21
2024-12-17 12:37:03.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.489e-04, size: 736, ETA: 3:33:19
2024-12-17 12:37:05.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.489e-04, size: 544, ETA: 3:33:17
2024-12-17 12:37:07.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.488e-04, size: 576, ETA: 3:33:15
2024-12-17 12:37:10.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.487e-04, size: 704, ETA: 3:33:12
2024-12-17 12:37:12.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.486e-04, size: 704, ETA: 3:33:10
2024-12-17 12:37:14.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.486e-04, size: 608, ETA: 3:33:08
2024-12-17 12:37:17.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.485e-04, size: 672, ETA: 3:33:06
2024-12-17 12:37:19.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.484e-04, size: 672, ETA: 3:33:04
2024-12-17 12:37:21.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.484e-04, size: 736, ETA: 3:33:01
2024-12-17 12:37:23.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.483e-04, size: 576, ETA: 3:32:59
2024-12-17 12:37:25.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.482e-04, size: 672, ETA: 3:32:57
2024-12-17 12:37:27.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.481e-04, size: 736, ETA: 3:32:55
2024-12-17 12:37:30.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.481e-04, size: 672, ETA: 3:32:53
2024-12-17 12:37:32.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.480e-04, size: 672, ETA: 3:32:50
2024-12-17 12:37:34.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.479e-04, size: 544, ETA: 3:32:48
2024-12-17 12:37:36.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.478e-04, size: 736, ETA: 3:32:46
2024-12-17 12:37:39.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.478e-04, size: 672, ETA: 3:32:44
2024-12-17 12:37:41.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.477e-04, size: 608, ETA: 3:32:41
2024-12-17 12:37:43.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.476e-04, size: 672, ETA: 3:32:39
2024-12-17 12:37:46.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.476e-04, size: 576, ETA: 3:32:37
2024-12-17 12:37:48.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.475e-04, size: 704, ETA: 3:32:35
2024-12-17 12:37:51.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.474e-04, size: 672, ETA: 3:32:33
2024-12-17 12:37:53.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.473e-04, size: 576, ETA: 3:32:31
2024-12-17 12:37:55.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.473e-04, size: 608, ETA: 3:32:28
2024-12-17 12:37:57.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.472e-04, size: 576, ETA: 3:32:26
2024-12-17 12:37:59.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.471e-04, size: 544, ETA: 3:32:24
2024-12-17 12:38:01.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.471e-04, size: 704, ETA: 3:32:22
2024-12-17 12:38:03.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.470e-04, size: 576, ETA: 3:32:19
2024-12-17 12:38:05.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.469e-04, size: 704, ETA: 3:32:17
2024-12-17 12:38:07.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.468e-04, size: 704, ETA: 3:32:15
2024-12-17 12:38:10.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.468e-04, size: 736, ETA: 3:32:13
2024-12-17 12:38:12.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.467e-04, size: 672, ETA: 3:32:11
2024-12-17 12:38:15.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.466e-04, size: 576, ETA: 3:32:09
2024-12-17 12:38:17.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.466e-04, size: 736, ETA: 3:32:06
2024-12-17 12:38:20.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.465e-04, size: 736, ETA: 3:32:04
2024-12-17 12:38:22.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.464e-04, size: 704, ETA: 3:32:02
2024-12-17 12:38:24.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.463e-04, size: 576, ETA: 3:32:00
2024-12-17 12:38:26.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.463e-04, size: 672, ETA: 3:31:57
2024-12-17 12:38:27.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.462e-04, size: 672, ETA: 3:31:55
2024-12-17 12:38:29.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.461e-04, size: 640, ETA: 3:31:53
2024-12-17 12:38:32.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.461e-04, size: 736, ETA: 3:31:51
2024-12-17 12:38:34.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.460e-04, size: 576, ETA: 3:31:49
2024-12-17 12:38:36.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.459e-04, size: 608, ETA: 3:31:46
2024-12-17 12:38:39.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.458e-04, size: 544, ETA: 3:31:44
2024-12-17 12:38:41.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.458e-04, size: 640, ETA: 3:31:42
2024-12-17 12:38:43.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.457e-04, size: 608, ETA: 3:31:40
2024-12-17 12:38:45.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.456e-04, size: 640, ETA: 3:31:38
2024-12-17 12:38:47.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.456e-04, size: 672, ETA: 3:31:35
2024-12-17 12:38:50.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.455e-04, size: 640, ETA: 3:31:33
2024-12-17 12:38:53.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.454e-04, size: 640, ETA: 3:31:31
2024-12-17 12:38:55.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 2.453e-04, size: 640, ETA: 3:31:29
2024-12-17 12:38:56.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.453e-04, size: 608, ETA: 3:31:27
2024-12-17 12:38:58.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.452e-04, size: 576, ETA: 3:31:24
2024-12-17 12:39:00.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.451e-04, size: 704, ETA: 3:31:22
2024-12-17 12:39:02.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.451e-04, size: 608, ETA: 3:31:20
2024-12-17 12:39:04.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.450e-04, size: 544, ETA: 3:31:17
2024-12-17 12:39:06.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.449e-04, size: 544, ETA: 3:31:15
2024-12-17 12:39:08.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.449e-04, size: 608, ETA: 3:31:13
2024-12-17 12:39:11.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.448e-04, size: 704, ETA: 3:31:11
2024-12-17 12:39:13.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.447e-04, size: 672, ETA: 3:31:09
2024-12-17 12:39:15.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.446e-04, size: 704, ETA: 3:31:06
2024-12-17 12:39:17.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.446e-04, size: 608, ETA: 3:31:04
2024-12-17 12:39:19.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.445e-04, size: 576, ETA: 3:31:02
2024-12-17 12:39:21.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.444e-04, size: 704, ETA: 3:31:00
2024-12-17 12:39:23.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.444e-04, size: 672, ETA: 3:30:57
2024-12-17 12:39:25.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.443e-04, size: 672, ETA: 3:30:55
2024-12-17 12:39:27.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.442e-04, size: 544, ETA: 3:30:53
2024-12-17 12:39:29.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.441e-04, size: 544, ETA: 3:30:50
2024-12-17 12:39:31.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.441e-04, size: 736, ETA: 3:30:48
2024-12-17 12:39:33.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.440e-04, size: 640, ETA: 3:30:46
2024-12-17 12:39:35.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.439e-04, size: 576, ETA: 3:30:44
2024-12-17 12:39:38.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.439e-04, size: 576, ETA: 3:30:42
2024-12-17 12:39:40.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.438e-04, size: 640, ETA: 3:30:40
2024-12-17 12:39:42.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.437e-04, size: 736, ETA: 3:30:37
2024-12-17 12:39:45.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.436e-04, size: 576, ETA: 3:30:35
2024-12-17 12:39:47.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.436e-04, size: 736, ETA: 3:30:33
2024-12-17 12:39:49.089 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.435e-04, size: 736, ETA: 3:30:31
2024-12-17 12:39:51.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.434e-04, size: 576, ETA: 3:30:28
2024-12-17 12:39:53.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.434e-04, size: 640, ETA: 3:30:26
2024-12-17 12:39:55.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.433e-04, size: 736, ETA: 3:30:24
2024-12-17 12:39:57.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.432e-04, size: 576, ETA: 3:30:22
2024-12-17 12:40:00.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.432e-04, size: 704, ETA: 3:30:20
2024-12-17 12:40:03.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.431e-04, size: 640, ETA: 3:30:18
2024-12-17 12:40:05.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.293s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.430e-04, size: 640, ETA: 3:30:16
2024-12-17 12:40:08.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.429e-04, size: 672, ETA: 3:30:13
2024-12-17 12:40:10.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.429e-04, size: 576, ETA: 3:30:11
2024-12-17 12:40:12.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.428e-04, size: 576, ETA: 3:30:09
2024-12-17 12:40:14.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.427e-04, size: 736, ETA: 3:30:07
2024-12-17 12:40:16.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.427e-04, size: 608, ETA: 3:30:04
2024-12-17 12:40:18.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.426e-04, size: 544, ETA: 3:30:02
2024-12-17 12:40:20.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.425e-04, size: 576, ETA: 3:30:00
2024-12-17 12:40:23.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.425e-04, size: 608, ETA: 3:29:58
2024-12-17 12:40:25.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.424e-04, size: 576, ETA: 3:29:56
2024-12-17 12:40:27.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.423e-04, size: 640, ETA: 3:29:53
2024-12-17 12:40:29.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.422e-04, size: 544, ETA: 3:29:51
2024-12-17 12:40:32.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.422e-04, size: 704, ETA: 3:29:49
2024-12-17 12:40:34.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.421e-04, size: 704, ETA: 3:29:47
2024-12-17 12:40:36.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.420e-04, size: 672, ETA: 3:29:44
2024-12-17 12:40:38.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.420e-04, size: 704, ETA: 3:29:42
2024-12-17 12:40:40.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.419e-04, size: 576, ETA: 3:29:40
2024-12-17 12:40:42.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.418e-04, size: 576, ETA: 3:29:38
2024-12-17 12:40:44.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.417e-04, size: 640, ETA: 3:29:36
2024-12-17 12:40:47.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.417e-04, size: 576, ETA: 3:29:33
2024-12-17 12:40:49.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.416e-04, size: 704, ETA: 3:29:31
2024-12-17 12:40:51.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.415e-04, size: 608, ETA: 3:29:29
2024-12-17 12:40:54.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.415e-04, size: 736, ETA: 3:29:27
2024-12-17 12:40:57.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.414e-04, size: 608, ETA: 3:29:25
2024-12-17 12:40:59.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.413e-04, size: 544, ETA: 3:29:23
2024-12-17 12:41:01.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.413e-04, size: 704, ETA: 3:29:20
2024-12-17 12:41:03.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.412e-04, size: 544, ETA: 3:29:18
2024-12-17 12:41:05.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.411e-04, size: 672, ETA: 3:29:16
2024-12-17 12:41:07.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.410e-04, size: 608, ETA: 3:29:14
2024-12-17 12:41:09.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.410e-04, size: 672, ETA: 3:29:11
2024-12-17 12:41:11.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.409e-04, size: 544, ETA: 3:29:09
2024-12-17 12:41:14.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.408e-04, size: 736, ETA: 3:29:07
2024-12-17 12:41:16.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.408e-04, size: 704, ETA: 3:29:05
2024-12-17 12:41:19.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.407e-04, size: 672, ETA: 3:29:03
2024-12-17 12:41:22.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.406e-04, size: 640, ETA: 3:29:01
2024-12-17 12:41:24.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.406e-04, size: 576, ETA: 3:28:59
2024-12-17 12:41:26.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.405e-04, size: 704, ETA: 3:28:56
2024-12-17 12:41:28.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.404e-04, size: 640, ETA: 3:28:54
2024-12-17 12:41:30.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.404e-04, size: 608, ETA: 3:28:52
2024-12-17 12:41:32.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.403e-04, size: 736, ETA: 3:28:50
2024-12-17 12:41:34.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.402e-04, size: 544, ETA: 3:28:47
2024-12-17 12:41:36.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.401e-04, size: 672, ETA: 3:28:45
2024-12-17 12:41:39.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.401e-04, size: 704, ETA: 3:28:43
2024-12-17 12:41:41.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.400e-04, size: 672, ETA: 3:28:41
2024-12-17 12:41:43.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.399e-04, size: 640, ETA: 3:28:39
2024-12-17 12:41:45.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.399e-04, size: 576, ETA: 3:28:36
2024-12-17 12:41:48.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.398e-04, size: 544, ETA: 3:28:34
2024-12-17 12:41:50.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.397e-04, size: 736, ETA: 3:28:32
2024-12-17 12:41:52.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.205s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.397e-04, size: 704, ETA: 3:28:30
2024-12-17 12:41:54.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.396e-04, size: 608, ETA: 3:28:27
2024-12-17 12:41:56.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.395e-04, size: 608, ETA: 3:28:25
2024-12-17 12:41:58.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.394e-04, size: 544, ETA: 3:28:23
2024-12-17 12:42:00.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.394e-04, size: 640, ETA: 3:28:21
2024-12-17 12:42:02.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.393e-04, size: 736, ETA: 3:28:18
2024-12-17 12:42:04.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.392e-04, size: 608, ETA: 3:28:16
2024-12-17 12:42:06.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.392e-04, size: 544, ETA: 3:28:14
2024-12-17 12:42:09.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.391e-04, size: 704, ETA: 3:28:12
2024-12-17 12:42:12.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.390e-04, size: 640, ETA: 3:28:10
2024-12-17 12:42:14.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.227s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.390e-04, size: 640, ETA: 3:28:08
2024-12-17 12:42:16.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.389e-04, size: 672, ETA: 3:28:05
2024-12-17 12:42:19.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.388e-04, size: 576, ETA: 3:28:03
2024-12-17 12:42:21.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.388e-04, size: 704, ETA: 3:28:01
2024-12-17 12:42:23.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.387e-04, size: 704, ETA: 3:27:59
2024-12-17 12:42:26.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.386e-04, size: 736, ETA: 3:27:57
2024-12-17 12:42:28.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.385e-04, size: 736, ETA: 3:27:54
2024-12-17 12:42:30.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.385e-04, size: 640, ETA: 3:27:52
2024-12-17 12:42:32.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.384e-04, size: 736, ETA: 3:27:50
2024-12-17 12:42:34.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.383e-04, size: 608, ETA: 3:27:48
2024-12-17 12:42:36.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.383e-04, size: 576, ETA: 3:27:46
2024-12-17 12:42:39.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.382e-04, size: 672, ETA: 3:27:44
2024-12-17 12:42:41.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.381e-04, size: 544, ETA: 3:27:41
2024-12-17 12:42:44.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.381e-04, size: 544, ETA: 3:27:39
2024-12-17 12:42:46.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.380e-04, size: 704, ETA: 3:27:37
2024-12-17 12:42:48.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.379e-04, size: 672, ETA: 3:27:35
2024-12-17 12:42:51.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.379e-04, size: 672, ETA: 3:27:33
2024-12-17 12:42:53.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.378e-04, size: 736, ETA: 3:27:30
2024-12-17 12:42:55.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.377e-04, size: 608, ETA: 3:27:28
2024-12-17 12:42:57.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.377e-04, size: 576, ETA: 3:27:26
2024-12-17 12:42:59.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.376e-04, size: 736, ETA: 3:27:24
2024-12-17 12:43:01.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.375e-04, size: 736, ETA: 3:27:21
2024-12-17 12:43:03.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.374e-04, size: 704, ETA: 3:27:19
2024-12-17 12:43:05.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.374e-04, size: 640, ETA: 3:27:17
2024-12-17 12:43:07.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.373e-04, size: 736, ETA: 3:27:15
2024-12-17 12:43:10.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.372e-04, size: 704, ETA: 3:27:13
2024-12-17 12:43:12.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.372e-04, size: 640, ETA: 3:27:10
2024-12-17 12:43:14.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.371e-04, size: 640, ETA: 3:27:08
2024-12-17 12:43:17.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.370e-04, size: 544, ETA: 3:27:06
2024-12-17 12:43:19.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.370e-04, size: 704, ETA: 3:27:04
2024-12-17 12:43:21.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.369e-04, size: 544, ETA: 3:27:02
2024-12-17 12:43:23.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.368e-04, size: 736, ETA: 3:26:59
2024-12-17 12:43:25.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.368e-04, size: 736, ETA: 3:26:57
2024-12-17 12:43:27.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.367e-04, size: 608, ETA: 3:26:55
2024-12-17 12:43:30.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.366e-04, size: 736, ETA: 3:26:53
2024-12-17 12:43:32.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.366e-04, size: 704, ETA: 3:26:51
2024-12-17 12:43:35.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.365e-04, size: 704, ETA: 3:26:49
2024-12-17 12:43:38.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.364e-04, size: 608, ETA: 3:26:47
2024-12-17 12:43:40.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.363e-04, size: 608, ETA: 3:26:44
2024-12-17 12:43:43.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.363e-04, size: 704, ETA: 3:26:42
2024-12-17 12:43:45.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.362e-04, size: 672, ETA: 3:26:40
2024-12-17 12:43:47.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.361e-04, size: 608, ETA: 3:26:38
2024-12-17 12:43:50.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.361e-04, size: 640, ETA: 3:26:36
2024-12-17 12:43:52.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.360e-04, size: 704, ETA: 3:26:34
2024-12-17 12:43:55.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.359e-04, size: 736, ETA: 3:26:32
2024-12-17 12:43:58.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.359e-04, size: 608, ETA: 3:26:30
2024-12-17 12:44:01.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.358e-04, size: 608, ETA: 3:26:27
2024-12-17 12:44:03.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.357e-04, size: 544, ETA: 3:26:25
2024-12-17 12:44:06.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.357e-04, size: 544, ETA: 3:26:23
2024-12-17 12:44:08.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.356e-04, size: 544, ETA: 3:26:21
2024-12-17 12:44:10.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.355e-04, size: 704, ETA: 3:26:19
2024-12-17 12:44:13.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.355e-04, size: 736, ETA: 3:26:17
2024-12-17 12:44:15.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.354e-04, size: 640, ETA: 3:26:15
2024-12-17 12:44:18.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 2.353e-04, size: 576, ETA: 3:26:13
2024-12-17 12:44:21.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.353e-04, size: 672, ETA: 3:26:10
2024-12-17 12:44:24.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.352e-04, size: 640, ETA: 3:26:08
2024-12-17 12:44:26.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.351e-04, size: 576, ETA: 3:26:06
2024-12-17 12:44:29.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.350e-04, size: 672, ETA: 3:26:04
2024-12-17 12:44:32.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.350e-04, size: 640, ETA: 3:26:02
2024-12-17 12:44:35.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.349e-04, size: 704, ETA: 3:26:00
2024-12-17 12:44:38.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.348e-04, size: 608, ETA: 3:25:58
2024-12-17 12:44:40.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.348e-04, size: 544, ETA: 3:25:56
2024-12-17 12:44:42.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.347e-04, size: 736, ETA: 3:25:54
2024-12-17 12:44:45.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.346e-04, size: 736, ETA: 3:25:52
2024-12-17 12:44:47.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.346e-04, size: 704, ETA: 3:25:50
2024-12-17 12:44:50.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.345e-04, size: 640, ETA: 3:25:47
2024-12-17 12:44:52.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.344e-04, size: 672, ETA: 3:25:45
2024-12-17 12:44:55.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.344e-04, size: 672, ETA: 3:25:43
2024-12-17 12:44:58.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.343e-04, size: 736, ETA: 3:25:41
2024-12-17 12:45:01.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.342e-04, size: 672, ETA: 3:25:39
2024-12-17 12:45:04.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.342e-04, size: 640, ETA: 3:25:37
2024-12-17 12:45:06.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.341e-04, size: 672, ETA: 3:25:35
2024-12-17 12:45:09.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.340e-04, size: 672, ETA: 3:25:33
2024-12-17 12:45:11.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.340e-04, size: 736, ETA: 3:25:31
2024-12-17 12:45:14.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.339e-04, size: 704, ETA: 3:25:29
2024-12-17 12:45:16.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.338e-04, size: 640, ETA: 3:25:26
2024-12-17 12:45:19.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.338e-04, size: 544, ETA: 3:25:24
2024-12-17 12:45:21.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.337e-04, size: 672, ETA: 3:25:22
2024-12-17 12:45:24.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.336e-04, size: 544, ETA: 3:25:20
2024-12-17 12:45:27.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.336e-04, size: 672, ETA: 3:25:18
2024-12-17 12:45:29.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.281s, data_time: 0.007s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.335e-04, size: 736, ETA: 3:25:16
2024-12-17 12:45:32.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.334e-04, size: 736, ETA: 3:25:14
2024-12-17 12:45:35.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.334e-04, size: 704, ETA: 3:25:12
2024-12-17 12:45:38.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.333e-04, size: 544, ETA: 3:25:10
2024-12-17 12:45:41.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.332e-04, size: 672, ETA: 3:25:08
2024-12-17 12:45:43.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.331e-04, size: 544, ETA: 3:25:06
2024-12-17 12:45:46.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 87/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.331e-04, size: 544, ETA: 3:25:04
2024-12-17 12:45:47.451 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 12:45:47.869 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch88
2024-12-17 12:45:50.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.330e-04, size: 736, ETA: 3:25:01
2024-12-17 12:45:53.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.329e-04, size: 576, ETA: 3:24:59
2024-12-17 12:45:55.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.329e-04, size: 608, ETA: 3:24:56
2024-12-17 12:45:58.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.279s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.328e-04, size: 672, ETA: 3:24:54
2024-12-17 12:46:00.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.327e-04, size: 704, ETA: 3:24:52
2024-12-17 12:46:03.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.326e-04, size: 704, ETA: 3:24:50
2024-12-17 12:46:06.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.326e-04, size: 672, ETA: 3:24:48
2024-12-17 12:46:09.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.325e-04, size: 640, ETA: 3:24:46
2024-12-17 12:46:11.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.324e-04, size: 736, ETA: 3:24:44
2024-12-17 12:46:13.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.324e-04, size: 640, ETA: 3:24:42
2024-12-17 12:46:16.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.264s, data_time: 0.004s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.323e-04, size: 704, ETA: 3:24:40
2024-12-17 12:46:19.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.322e-04, size: 704, ETA: 3:24:38
2024-12-17 12:46:21.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.322e-04, size: 544, ETA: 3:24:35
2024-12-17 12:46:23.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.321e-04, size: 608, ETA: 3:24:33
2024-12-17 12:46:26.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.281s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.320e-04, size: 704, ETA: 3:24:31
2024-12-17 12:46:29.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.320e-04, size: 736, ETA: 3:24:29
2024-12-17 12:46:31.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.319e-04, size: 640, ETA: 3:24:27
2024-12-17 12:46:34.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.318e-04, size: 736, ETA: 3:24:25
2024-12-17 12:46:37.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.318e-04, size: 640, ETA: 3:24:23
2024-12-17 12:46:39.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.317e-04, size: 672, ETA: 3:24:21
2024-12-17 12:46:42.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.316e-04, size: 736, ETA: 3:24:19
2024-12-17 12:46:45.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.316e-04, size: 672, ETA: 3:24:17
2024-12-17 12:46:48.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.315e-04, size: 544, ETA: 3:24:14
2024-12-17 12:46:50.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.314e-04, size: 640, ETA: 3:24:12
2024-12-17 12:46:53.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.314e-04, size: 736, ETA: 3:24:10
2024-12-17 12:46:56.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.313e-04, size: 736, ETA: 3:24:08
2024-12-17 12:46:59.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.312e-04, size: 704, ETA: 3:24:06
2024-12-17 12:47:01.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.312e-04, size: 704, ETA: 3:24:04
2024-12-17 12:47:04.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.311e-04, size: 736, ETA: 3:24:02
2024-12-17 12:47:07.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.310e-04, size: 640, ETA: 3:24:00
2024-12-17 12:47:09.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.310e-04, size: 704, ETA: 3:23:58
2024-12-17 12:47:12.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.309e-04, size: 544, ETA: 3:23:56
2024-12-17 12:47:14.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.308e-04, size: 576, ETA: 3:23:54
2024-12-17 12:47:17.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.308e-04, size: 672, ETA: 3:23:51
2024-12-17 12:47:19.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.307e-04, size: 576, ETA: 3:23:49
2024-12-17 12:47:22.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.306e-04, size: 544, ETA: 3:23:47
2024-12-17 12:47:25.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.306e-04, size: 704, ETA: 3:23:45
2024-12-17 12:47:27.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.305e-04, size: 608, ETA: 3:23:43
2024-12-17 12:47:30.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.304e-04, size: 544, ETA: 3:23:41
2024-12-17 12:47:33.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.304e-04, size: 608, ETA: 3:23:39
2024-12-17 12:47:35.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.303e-04, size: 640, ETA: 3:23:37
2024-12-17 12:47:38.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.302e-04, size: 736, ETA: 3:23:35
2024-12-17 12:47:41.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.302e-04, size: 544, ETA: 3:23:33
2024-12-17 12:47:43.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.301e-04, size: 704, ETA: 3:23:30
2024-12-17 12:47:46.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.300e-04, size: 640, ETA: 3:23:28
2024-12-17 12:47:49.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 2.300e-04, size: 736, ETA: 3:23:26
2024-12-17 12:47:51.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.299e-04, size: 608, ETA: 3:23:24
2024-12-17 12:47:54.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.298e-04, size: 608, ETA: 3:23:22
2024-12-17 12:47:57.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.272s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.298e-04, size: 736, ETA: 3:23:20
2024-12-17 12:48:00.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.297e-04, size: 704, ETA: 3:23:18
2024-12-17 12:48:02.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.296e-04, size: 608, ETA: 3:23:16
2024-12-17 12:48:05.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.296e-04, size: 608, ETA: 3:23:14
2024-12-17 12:48:08.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.295e-04, size: 576, ETA: 3:23:12
2024-12-17 12:48:11.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.294e-04, size: 608, ETA: 3:23:10
2024-12-17 12:48:13.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.294e-04, size: 640, ETA: 3:23:08
2024-12-17 12:48:15.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.293e-04, size: 736, ETA: 3:23:05
2024-12-17 12:48:18.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.292e-04, size: 544, ETA: 3:23:03
2024-12-17 12:48:20.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.292e-04, size: 608, ETA: 3:23:01
2024-12-17 12:48:23.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 2.291e-04, size: 640, ETA: 3:22:59
2024-12-17 12:48:26.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.290e-04, size: 704, ETA: 3:22:57
2024-12-17 12:48:29.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.290e-04, size: 704, ETA: 3:22:55
2024-12-17 12:48:31.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.289e-04, size: 608, ETA: 3:22:53
2024-12-17 12:48:34.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.288e-04, size: 736, ETA: 3:22:51
2024-12-17 12:48:37.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.288e-04, size: 736, ETA: 3:22:49
2024-12-17 12:48:39.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.287e-04, size: 576, ETA: 3:22:47
2024-12-17 12:48:41.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.286e-04, size: 576, ETA: 3:22:44
2024-12-17 12:48:44.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.286e-04, size: 672, ETA: 3:22:42
2024-12-17 12:48:47.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.318s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.285e-04, size: 736, ETA: 3:22:40
2024-12-17 12:48:50.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.284e-04, size: 736, ETA: 3:22:38
2024-12-17 12:48:52.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 2.284e-04, size: 672, ETA: 3:22:36
2024-12-17 12:48:55.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.283e-04, size: 704, ETA: 3:22:34
2024-12-17 12:48:57.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.282e-04, size: 608, ETA: 3:22:32
2024-12-17 12:48:59.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.282e-04, size: 704, ETA: 3:22:30
2024-12-17 12:49:01.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.281e-04, size: 640, ETA: 3:22:27
2024-12-17 12:49:03.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.280e-04, size: 736, ETA: 3:22:25
2024-12-17 12:49:05.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.280e-04, size: 608, ETA: 3:22:23
2024-12-17 12:49:08.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.279e-04, size: 736, ETA: 3:22:21
2024-12-17 12:49:10.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.278e-04, size: 736, ETA: 3:22:18
2024-12-17 12:49:12.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.278e-04, size: 576, ETA: 3:22:16
2024-12-17 12:49:14.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.277e-04, size: 736, ETA: 3:22:14
2024-12-17 12:49:16.840 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.277e-04, size: 640, ETA: 3:22:12
2024-12-17 12:49:18.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.276e-04, size: 736, ETA: 3:22:09
2024-12-17 12:49:21.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.275e-04, size: 544, ETA: 3:22:07
2024-12-17 12:49:23.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.275e-04, size: 608, ETA: 3:22:05
2024-12-17 12:49:25.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.274e-04, size: 608, ETA: 3:22:03
2024-12-17 12:49:28.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.273e-04, size: 672, ETA: 3:22:01
2024-12-17 12:49:30.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.273e-04, size: 672, ETA: 3:21:59
2024-12-17 12:49:33.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.272e-04, size: 704, ETA: 3:21:57
2024-12-17 12:49:35.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.271e-04, size: 736, ETA: 3:21:54
2024-12-17 12:49:37.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.271e-04, size: 736, ETA: 3:21:52
2024-12-17 12:49:39.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.270e-04, size: 576, ETA: 3:21:50
2024-12-17 12:49:41.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.269e-04, size: 608, ETA: 3:21:48
2024-12-17 12:49:44.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.269e-04, size: 736, ETA: 3:21:45
2024-12-17 12:49:46.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.268e-04, size: 608, ETA: 3:21:43
2024-12-17 12:49:48.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.267e-04, size: 544, ETA: 3:21:41
2024-12-17 12:49:50.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.267e-04, size: 704, ETA: 3:21:39
2024-12-17 12:49:53.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.266e-04, size: 544, ETA: 3:21:37
2024-12-17 12:49:55.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.265e-04, size: 704, ETA: 3:21:35
2024-12-17 12:49:58.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.265e-04, size: 640, ETA: 3:21:32
2024-12-17 12:50:00.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.264e-04, size: 608, ETA: 3:21:30
2024-12-17 12:50:02.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.263e-04, size: 672, ETA: 3:21:28
2024-12-17 12:50:05.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.263e-04, size: 640, ETA: 3:21:26
2024-12-17 12:50:07.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.262e-04, size: 704, ETA: 3:21:24
2024-12-17 12:50:09.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.261e-04, size: 576, ETA: 3:21:21
2024-12-17 12:50:12.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.261e-04, size: 736, ETA: 3:21:19
2024-12-17 12:50:14.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.260e-04, size: 640, ETA: 3:21:17
2024-12-17 12:50:16.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.259e-04, size: 576, ETA: 3:21:15
2024-12-17 12:50:18.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.259e-04, size: 608, ETA: 3:21:13
2024-12-17 12:50:20.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.258e-04, size: 736, ETA: 3:21:10
2024-12-17 12:50:22.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.257e-04, size: 704, ETA: 3:21:08
2024-12-17 12:50:24.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.257e-04, size: 640, ETA: 3:21:06
2024-12-17 12:50:26.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.256e-04, size: 608, ETA: 3:21:04
2024-12-17 12:50:28.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.256e-04, size: 608, ETA: 3:21:01
2024-12-17 12:50:31.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.255e-04, size: 736, ETA: 3:20:59
2024-12-17 12:50:34.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.254e-04, size: 640, ETA: 3:20:57
2024-12-17 12:50:36.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.254e-04, size: 608, ETA: 3:20:55
2024-12-17 12:50:39.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.253e-04, size: 736, ETA: 3:20:53
2024-12-17 12:50:41.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.252e-04, size: 576, ETA: 3:20:51
2024-12-17 12:50:43.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.252e-04, size: 576, ETA: 3:20:48
2024-12-17 12:50:45.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.251e-04, size: 608, ETA: 3:20:46
2024-12-17 12:50:47.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.250e-04, size: 544, ETA: 3:20:44
2024-12-17 12:50:49.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.250e-04, size: 544, ETA: 3:20:41
2024-12-17 12:50:50.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.249e-04, size: 576, ETA: 3:20:39
2024-12-17 12:50:52.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.248e-04, size: 672, ETA: 3:20:37
2024-12-17 12:50:55.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.248e-04, size: 608, ETA: 3:20:35
2024-12-17 12:50:57.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.247e-04, size: 672, ETA: 3:20:33
2024-12-17 12:51:00.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.246e-04, size: 704, ETA: 3:20:30
2024-12-17 12:51:03.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.246e-04, size: 704, ETA: 3:20:28
2024-12-17 12:51:05.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.245e-04, size: 672, ETA: 3:20:26
2024-12-17 12:51:07.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.244e-04, size: 608, ETA: 3:20:24
2024-12-17 12:51:09.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 2.244e-04, size: 736, ETA: 3:20:22
2024-12-17 12:51:11.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.243e-04, size: 672, ETA: 3:20:20
2024-12-17 12:51:14.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.243e-04, size: 672, ETA: 3:20:17
2024-12-17 12:51:16.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.242e-04, size: 576, ETA: 3:20:15
2024-12-17 12:51:18.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.241e-04, size: 640, ETA: 3:20:13
2024-12-17 12:51:20.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.241e-04, size: 672, ETA: 3:20:11
2024-12-17 12:51:23.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.240e-04, size: 704, ETA: 3:20:09
2024-12-17 12:51:26.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.239e-04, size: 544, ETA: 3:20:07
2024-12-17 12:51:28.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.239e-04, size: 576, ETA: 3:20:04
2024-12-17 12:51:31.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.238e-04, size: 544, ETA: 3:20:02
2024-12-17 12:51:32.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.237e-04, size: 544, ETA: 3:20:00
2024-12-17 12:51:34.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.237e-04, size: 704, ETA: 3:19:58
2024-12-17 12:51:37.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.236e-04, size: 672, ETA: 3:19:55
2024-12-17 12:51:39.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.235e-04, size: 704, ETA: 3:19:53
2024-12-17 12:51:42.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.235e-04, size: 640, ETA: 3:19:51
2024-12-17 12:51:44.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.234e-04, size: 736, ETA: 3:19:49
2024-12-17 12:51:47.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.233e-04, size: 608, ETA: 3:19:47
2024-12-17 12:51:49.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.233e-04, size: 576, ETA: 3:19:45
2024-12-17 12:51:52.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.232e-04, size: 704, ETA: 3:19:43
2024-12-17 12:51:55.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.232e-04, size: 608, ETA: 3:19:41
2024-12-17 12:51:57.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.231e-04, size: 672, ETA: 3:19:39
2024-12-17 12:51:59.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.230e-04, size: 608, ETA: 3:19:36
2024-12-17 12:52:01.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.230e-04, size: 640, ETA: 3:19:34
2024-12-17 12:52:03.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.229e-04, size: 576, ETA: 3:19:32
2024-12-17 12:52:05.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.228e-04, size: 640, ETA: 3:19:29
2024-12-17 12:52:07.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.228e-04, size: 544, ETA: 3:19:27
2024-12-17 12:52:09.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.227e-04, size: 736, ETA: 3:19:25
2024-12-17 12:52:11.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.226e-04, size: 704, ETA: 3:19:23
2024-12-17 12:52:14.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.226e-04, size: 736, ETA: 3:19:21
2024-12-17 12:52:17.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.225e-04, size: 736, ETA: 3:19:19
2024-12-17 12:52:19.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.224e-04, size: 608, ETA: 3:19:16
2024-12-17 12:52:22.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.224e-04, size: 672, ETA: 3:19:14
2024-12-17 12:52:24.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.223e-04, size: 672, ETA: 3:19:12
2024-12-17 12:52:26.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.223e-04, size: 544, ETA: 3:19:10
2024-12-17 12:52:27.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.222e-04, size: 608, ETA: 3:19:07
2024-12-17 12:52:29.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.221e-04, size: 576, ETA: 3:19:05
2024-12-17 12:52:31.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.221e-04, size: 640, ETA: 3:19:03
2024-12-17 12:52:34.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.220e-04, size: 736, ETA: 3:19:01
2024-12-17 12:52:36.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.219e-04, size: 544, ETA: 3:18:59
2024-12-17 12:52:38.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.219e-04, size: 576, ETA: 3:18:56
2024-12-17 12:52:41.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.218e-04, size: 672, ETA: 3:18:54
2024-12-17 12:52:43.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.217e-04, size: 576, ETA: 3:18:52
2024-12-17 12:52:46.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.217e-04, size: 704, ETA: 3:18:50
2024-12-17 12:52:48.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.216e-04, size: 608, ETA: 3:18:48
2024-12-17 12:52:50.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.215e-04, size: 544, ETA: 3:18:45
2024-12-17 12:52:51.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.215e-04, size: 640, ETA: 3:18:43
2024-12-17 12:52:53.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.214e-04, size: 576, ETA: 3:18:41
2024-12-17 12:52:55.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.214e-04, size: 736, ETA: 3:18:39
2024-12-17 12:52:57.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.213e-04, size: 704, ETA: 3:18:36
2024-12-17 12:53:00.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.212e-04, size: 576, ETA: 3:18:34
2024-12-17 12:53:02.220 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.212e-04, size: 576, ETA: 3:18:32
2024-12-17 12:53:04.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.211e-04, size: 576, ETA: 3:18:30
2024-12-17 12:53:07.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.210e-04, size: 640, ETA: 3:18:28
2024-12-17 12:53:10.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.210e-04, size: 704, ETA: 3:18:26
2024-12-17 12:53:12.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.209e-04, size: 736, ETA: 3:18:23
2024-12-17 12:53:14.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.208e-04, size: 576, ETA: 3:18:21
2024-12-17 12:53:16.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.208e-04, size: 576, ETA: 3:18:19
2024-12-17 12:53:18.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.207e-04, size: 544, ETA: 3:18:17
2024-12-17 12:53:20.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.207e-04, size: 608, ETA: 3:18:14
2024-12-17 12:53:22.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.206e-04, size: 576, ETA: 3:18:12
2024-12-17 12:53:24.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.205e-04, size: 544, ETA: 3:18:10
2024-12-17 12:53:26.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.205e-04, size: 736, ETA: 3:18:08
2024-12-17 12:53:29.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.204e-04, size: 672, ETA: 3:18:05
2024-12-17 12:53:31.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.203e-04, size: 640, ETA: 3:18:03
2024-12-17 12:53:34.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.203e-04, size: 736, ETA: 3:18:01
2024-12-17 12:53:37.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.202e-04, size: 640, ETA: 3:17:59
2024-12-17 12:53:39.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.201e-04, size: 640, ETA: 3:17:57
2024-12-17 12:53:41.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.201e-04, size: 672, ETA: 3:17:55
2024-12-17 12:53:44.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.200e-04, size: 672, ETA: 3:17:53
2024-12-17 12:53:46.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.200e-04, size: 672, ETA: 3:17:50
2024-12-17 12:53:48.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.199e-04, size: 576, ETA: 3:17:48
2024-12-17 12:53:50.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.198e-04, size: 640, ETA: 3:17:46
2024-12-17 12:53:52.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.198e-04, size: 576, ETA: 3:17:44
2024-12-17 12:53:55.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.197e-04, size: 736, ETA: 3:17:42
2024-12-17 12:53:58.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.196e-04, size: 672, ETA: 3:17:40
2024-12-17 12:54:00.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.196e-04, size: 672, ETA: 3:17:37
2024-12-17 12:54:03.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.195e-04, size: 640, ETA: 3:17:35
2024-12-17 12:54:05.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.194e-04, size: 704, ETA: 3:17:33
2024-12-17 12:54:07.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.194e-04, size: 672, ETA: 3:17:31
2024-12-17 12:54:09.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.193e-04, size: 640, ETA: 3:17:29
2024-12-17 12:54:11.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.193e-04, size: 704, ETA: 3:17:26
2024-12-17 12:54:13.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.192e-04, size: 608, ETA: 3:17:24
2024-12-17 12:54:16.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.191e-04, size: 704, ETA: 3:17:22
2024-12-17 12:54:18.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.191e-04, size: 736, ETA: 3:17:20
2024-12-17 12:54:20.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.190e-04, size: 608, ETA: 3:17:18
2024-12-17 12:54:23.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.189e-04, size: 736, ETA: 3:17:16
2024-12-17 12:54:26.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.189e-04, size: 736, ETA: 3:17:13
2024-12-17 12:54:28.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.188e-04, size: 608, ETA: 3:17:11
2024-12-17 12:54:30.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.188e-04, size: 640, ETA: 3:17:09
2024-12-17 12:54:32.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.187e-04, size: 608, ETA: 3:17:07
2024-12-17 12:54:34.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.186e-04, size: 608, ETA: 3:17:04
2024-12-17 12:54:35.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.186e-04, size: 576, ETA: 3:17:02
2024-12-17 12:54:37.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.185e-04, size: 608, ETA: 3:17:00
2024-12-17 12:54:40.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.184e-04, size: 672, ETA: 3:16:58
2024-12-17 12:54:42.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.184e-04, size: 608, ETA: 3:16:55
2024-12-17 12:54:44.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.183e-04, size: 544, ETA: 3:16:53
2024-12-17 12:54:46.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.182e-04, size: 704, ETA: 3:16:51
2024-12-17 12:54:49.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.182e-04, size: 576, ETA: 3:16:49
2024-12-17 12:54:52.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.181e-04, size: 608, ETA: 3:16:47
2024-12-17 12:54:54.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.181e-04, size: 736, ETA: 3:16:45
2024-12-17 12:54:56.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.180e-04, size: 736, ETA: 3:16:42
2024-12-17 12:54:58.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.179e-04, size: 704, ETA: 3:16:40
2024-12-17 12:55:00.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.179e-04, size: 576, ETA: 3:16:38
2024-12-17 12:55:02.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.178e-04, size: 736, ETA: 3:16:36
2024-12-17 12:55:04.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.177e-04, size: 672, ETA: 3:16:33
2024-12-17 12:55:07.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.259s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.177e-04, size: 672, ETA: 3:16:31
2024-12-17 12:55:09.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.176e-04, size: 576, ETA: 3:16:29
2024-12-17 12:55:11.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.176e-04, size: 544, ETA: 3:16:27
2024-12-17 12:55:13.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.2, lr: 2.175e-04, size: 736, ETA: 3:16:24
2024-12-17 12:55:15.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.174e-04, size: 672, ETA: 3:16:22
2024-12-17 12:55:17.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.174e-04, size: 704, ETA: 3:16:20
2024-12-17 12:55:19.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 88/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.173e-04, size: 640, ETA: 3:16:18
2024-12-17 12:55:20.894 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 12:55:21.309 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch89
2024-12-17 12:55:23.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.172e-04, size: 608, ETA: 3:16:15
2024-12-17 12:55:26.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.172e-04, size: 544, ETA: 3:16:13
2024-12-17 12:55:28.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.171e-04, size: 736, ETA: 3:16:10
2024-12-17 12:55:30.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.170e-04, size: 736, ETA: 3:16:08
2024-12-17 12:55:32.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.170e-04, size: 672, ETA: 3:16:06
2024-12-17 12:55:34.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.169e-04, size: 576, ETA: 3:16:04
2024-12-17 12:55:36.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.168e-04, size: 704, ETA: 3:16:01
2024-12-17 12:55:38.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.168e-04, size: 608, ETA: 3:15:59
2024-12-17 12:55:40.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.167e-04, size: 704, ETA: 3:15:57
2024-12-17 12:55:43.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.167e-04, size: 704, ETA: 3:15:55
2024-12-17 12:55:45.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.166e-04, size: 704, ETA: 3:15:53
2024-12-17 12:55:47.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.165e-04, size: 672, ETA: 3:15:50
2024-12-17 12:55:50.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.165e-04, size: 736, ETA: 3:15:48
2024-12-17 12:55:53.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.164e-04, size: 576, ETA: 3:15:46
2024-12-17 12:55:55.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.163e-04, size: 640, ETA: 3:15:44
2024-12-17 12:55:57.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.163e-04, size: 608, ETA: 3:15:42
2024-12-17 12:55:59.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.162e-04, size: 672, ETA: 3:15:40
2024-12-17 12:56:02.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.162e-04, size: 736, ETA: 3:15:37
2024-12-17 12:56:04.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.161e-04, size: 544, ETA: 3:15:35
2024-12-17 12:56:06.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.160e-04, size: 640, ETA: 3:15:33
2024-12-17 12:56:09.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.160e-04, size: 672, ETA: 3:15:31
2024-12-17 12:56:11.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.159e-04, size: 640, ETA: 3:15:29
2024-12-17 12:56:13.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.158e-04, size: 640, ETA: 3:15:26
2024-12-17 12:56:15.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.158e-04, size: 672, ETA: 3:15:24
2024-12-17 12:56:17.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.157e-04, size: 640, ETA: 3:15:22
2024-12-17 12:56:19.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.157e-04, size: 544, ETA: 3:15:20
2024-12-17 12:56:21.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.156e-04, size: 576, ETA: 3:15:17
2024-12-17 12:56:23.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.155e-04, size: 544, ETA: 3:15:15
2024-12-17 12:56:25.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.155e-04, size: 672, ETA: 3:15:13
2024-12-17 12:56:28.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.154e-04, size: 640, ETA: 3:15:11
2024-12-17 12:56:30.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.153e-04, size: 672, ETA: 3:15:09
2024-12-17 12:56:33.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.153e-04, size: 704, ETA: 3:15:06
2024-12-17 12:56:36.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.152e-04, size: 544, ETA: 3:15:04
2024-12-17 12:56:38.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.152e-04, size: 608, ETA: 3:15:02
2024-12-17 12:56:40.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.151e-04, size: 640, ETA: 3:15:00
2024-12-17 12:56:42.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.150e-04, size: 736, ETA: 3:14:58
2024-12-17 12:56:45.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.150e-04, size: 704, ETA: 3:14:56
2024-12-17 12:56:47.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.149e-04, size: 576, ETA: 3:14:53
2024-12-17 12:56:48.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.149e-04, size: 544, ETA: 3:14:51
2024-12-17 12:56:50.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.148e-04, size: 704, ETA: 3:14:49
2024-12-17 12:56:53.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.147e-04, size: 608, ETA: 3:14:47
2024-12-17 12:56:55.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.147e-04, size: 544, ETA: 3:14:44
2024-12-17 12:56:58.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.146e-04, size: 704, ETA: 3:14:42
2024-12-17 12:57:00.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.145e-04, size: 608, ETA: 3:14:40
2024-12-17 12:57:02.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.145e-04, size: 672, ETA: 3:14:38
2024-12-17 12:57:05.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 2.144e-04, size: 608, ETA: 3:14:36
2024-12-17 12:57:07.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.144e-04, size: 704, ETA: 3:14:34
2024-12-17 12:57:10.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.143e-04, size: 544, ETA: 3:14:32
2024-12-17 12:57:12.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.142e-04, size: 704, ETA: 3:14:29
2024-12-17 12:57:14.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.232s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.142e-04, size: 672, ETA: 3:14:27
2024-12-17 12:57:16.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.141e-04, size: 640, ETA: 3:14:25
2024-12-17 12:57:18.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.141e-04, size: 640, ETA: 3:14:23
2024-12-17 12:57:20.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.140e-04, size: 704, ETA: 3:14:20
2024-12-17 12:57:22.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.139e-04, size: 736, ETA: 3:14:18
2024-12-17 12:57:25.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.139e-04, size: 576, ETA: 3:14:16
2024-12-17 12:57:27.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.138e-04, size: 640, ETA: 3:14:14
2024-12-17 12:57:29.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.137e-04, size: 576, ETA: 3:14:11
2024-12-17 12:57:31.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.137e-04, size: 704, ETA: 3:14:09
2024-12-17 12:57:33.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.136e-04, size: 640, ETA: 3:14:07
2024-12-17 12:57:35.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.136e-04, size: 608, ETA: 3:14:05
2024-12-17 12:57:37.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.135e-04, size: 672, ETA: 3:14:02
2024-12-17 12:57:39.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.225s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.134e-04, size: 704, ETA: 3:14:00
2024-12-17 12:57:41.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.134e-04, size: 704, ETA: 3:13:58
2024-12-17 12:57:44.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.133e-04, size: 608, ETA: 3:13:56
2024-12-17 12:57:46.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.133e-04, size: 608, ETA: 3:13:54
2024-12-17 12:57:49.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.132e-04, size: 576, ETA: 3:13:52
2024-12-17 12:57:51.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.131e-04, size: 672, ETA: 3:13:49
2024-12-17 12:57:54.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.7Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.131e-04, size: 736, ETA: 3:13:47
2024-12-17 12:57:57.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.130e-04, size: 672, ETA: 3:13:45
2024-12-17 12:57:59.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.129e-04, size: 640, ETA: 3:13:43
2024-12-17 12:58:00.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.129e-04, size: 576, ETA: 3:13:41
2024-12-17 12:58:03.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.128e-04, size: 736, ETA: 3:13:38
2024-12-17 12:58:05.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.128e-04, size: 672, ETA: 3:13:36
2024-12-17 12:58:07.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.127e-04, size: 704, ETA: 3:13:34
2024-12-17 12:58:09.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.126e-04, size: 672, ETA: 3:13:32
2024-12-17 12:58:11.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.126e-04, size: 608, ETA: 3:13:30
2024-12-17 12:58:13.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.125e-04, size: 736, ETA: 3:13:27
2024-12-17 12:58:16.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.125e-04, size: 544, ETA: 3:13:25
2024-12-17 12:58:19.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.124e-04, size: 672, ETA: 3:13:23
2024-12-17 12:58:21.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.123e-04, size: 544, ETA: 3:13:21
2024-12-17 12:58:23.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.123e-04, size: 704, ETA: 3:13:19
2024-12-17 12:58:25.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.122e-04, size: 736, ETA: 3:13:16
2024-12-17 12:58:27.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.122e-04, size: 608, ETA: 3:13:14
2024-12-17 12:58:29.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.121e-04, size: 672, ETA: 3:13:12
2024-12-17 12:58:31.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.120e-04, size: 544, ETA: 3:13:10
2024-12-17 12:58:33.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.120e-04, size: 736, ETA: 3:13:07
2024-12-17 12:58:35.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.119e-04, size: 544, ETA: 3:13:05
2024-12-17 12:58:37.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.118e-04, size: 672, ETA: 3:13:03
2024-12-17 12:58:40.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.118e-04, size: 544, ETA: 3:13:01
2024-12-17 12:58:42.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.117e-04, size: 672, ETA: 3:12:58
2024-12-17 12:58:44.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.117e-04, size: 640, ETA: 3:12:56
2024-12-17 12:58:46.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.116e-04, size: 704, ETA: 3:12:54
2024-12-17 12:58:48.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.115e-04, size: 576, ETA: 3:12:52
2024-12-17 12:58:50.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.115e-04, size: 704, ETA: 3:12:50
2024-12-17 12:58:52.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.114e-04, size: 576, ETA: 3:12:47
2024-12-17 12:58:54.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.114e-04, size: 576, ETA: 3:12:45
2024-12-17 12:58:56.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.113e-04, size: 672, ETA: 3:12:43
2024-12-17 12:58:58.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.112e-04, size: 736, ETA: 3:12:40
2024-12-17 12:59:00.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.112e-04, size: 736, ETA: 3:12:38
2024-12-17 12:59:03.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.111e-04, size: 576, ETA: 3:12:36
2024-12-17 12:59:05.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.111e-04, size: 736, ETA: 3:12:34
2024-12-17 12:59:08.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.311s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.110e-04, size: 576, ETA: 3:12:32
2024-12-17 12:59:11.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.109e-04, size: 544, ETA: 3:12:30
2024-12-17 12:59:12.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.109e-04, size: 704, ETA: 3:12:27
2024-12-17 12:59:14.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.108e-04, size: 640, ETA: 3:12:25
2024-12-17 12:59:16.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.108e-04, size: 704, ETA: 3:12:23
2024-12-17 12:59:18.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.107e-04, size: 544, ETA: 3:12:21
2024-12-17 12:59:20.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.106e-04, size: 608, ETA: 3:12:18
2024-12-17 12:59:22.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.106e-04, size: 544, ETA: 3:12:16
2024-12-17 12:59:24.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.105e-04, size: 544, ETA: 3:12:14
2024-12-17 12:59:26.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.105e-04, size: 640, ETA: 3:12:12
2024-12-17 12:59:29.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.104e-04, size: 672, ETA: 3:12:09
2024-12-17 12:59:31.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.103e-04, size: 704, ETA: 3:12:07
2024-12-17 12:59:34.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.103e-04, size: 704, ETA: 3:12:05
2024-12-17 12:59:37.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.102e-04, size: 640, ETA: 3:12:03
2024-12-17 12:59:39.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.102e-04, size: 736, ETA: 3:12:01
2024-12-17 12:59:41.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.101e-04, size: 640, ETA: 3:11:59
2024-12-17 12:59:43.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.100e-04, size: 640, ETA: 3:11:56
2024-12-17 12:59:45.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.100e-04, size: 704, ETA: 3:11:54
2024-12-17 12:59:47.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.099e-04, size: 640, ETA: 3:11:52
2024-12-17 12:59:49.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.099e-04, size: 576, ETA: 3:11:50
2024-12-17 12:59:52.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.098e-04, size: 736, ETA: 3:11:48
2024-12-17 12:59:54.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.097e-04, size: 608, ETA: 3:11:45
2024-12-17 12:59:57.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.097e-04, size: 576, ETA: 3:11:43
2024-12-17 13:00:00.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.096e-04, size: 544, ETA: 3:11:41
2024-12-17 13:00:02.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.096e-04, size: 608, ETA: 3:11:39
2024-12-17 13:00:03.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.095e-04, size: 608, ETA: 3:11:37
2024-12-17 13:00:05.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.094e-04, size: 576, ETA: 3:11:34
2024-12-17 13:00:07.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.094e-04, size: 704, ETA: 3:11:32
2024-12-17 13:00:09.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.093e-04, size: 640, ETA: 3:11:30
2024-12-17 13:00:11.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.093e-04, size: 608, ETA: 3:11:28
2024-12-17 13:00:14.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.092e-04, size: 640, ETA: 3:11:25
2024-12-17 13:00:16.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.091e-04, size: 544, ETA: 3:11:23
2024-12-17 13:00:18.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.091e-04, size: 576, ETA: 3:11:21
2024-12-17 13:00:20.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.090e-04, size: 608, ETA: 3:11:19
2024-12-17 13:00:23.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.090e-04, size: 640, ETA: 3:11:17
2024-12-17 13:00:26.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.089e-04, size: 576, ETA: 3:11:15
2024-12-17 13:00:27.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.088e-04, size: 576, ETA: 3:11:12
2024-12-17 13:00:29.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.088e-04, size: 608, ETA: 3:11:10
2024-12-17 13:00:31.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.087e-04, size: 704, ETA: 3:11:08
2024-12-17 13:00:33.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.087e-04, size: 704, ETA: 3:11:05
2024-12-17 13:00:35.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.086e-04, size: 544, ETA: 3:11:03
2024-12-17 13:00:37.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.175s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.085e-04, size: 608, ETA: 3:11:01
2024-12-17 13:00:39.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.085e-04, size: 640, ETA: 3:10:59
2024-12-17 13:00:42.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.084e-04, size: 736, ETA: 3:10:57
2024-12-17 13:00:44.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.084e-04, size: 544, ETA: 3:10:54
2024-12-17 13:00:47.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.083e-04, size: 672, ETA: 3:10:52
2024-12-17 13:00:49.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.082e-04, size: 608, ETA: 3:10:50
2024-12-17 13:00:51.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.082e-04, size: 544, ETA: 3:10:48
2024-12-17 13:00:53.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.081e-04, size: 672, ETA: 3:10:46
2024-12-17 13:00:55.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.081e-04, size: 544, ETA: 3:10:43
2024-12-17 13:00:57.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.080e-04, size: 672, ETA: 3:10:41
2024-12-17 13:00:59.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.079e-04, size: 544, ETA: 3:10:39
2024-12-17 13:01:01.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.079e-04, size: 704, ETA: 3:10:36
2024-12-17 13:01:03.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.078e-04, size: 608, ETA: 3:10:34
2024-12-17 13:01:05.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.078e-04, size: 544, ETA: 3:10:32
2024-12-17 13:01:07.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.077e-04, size: 576, ETA: 3:10:30
2024-12-17 13:01:09.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.076e-04, size: 544, ETA: 3:10:28
2024-12-17 13:01:12.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.076e-04, size: 672, ETA: 3:10:25
2024-12-17 13:01:14.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.075e-04, size: 544, ETA: 3:10:23
2024-12-17 13:01:16.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.184s, data_time: 0.004s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.075e-04, size: 544, ETA: 3:10:21
2024-12-17 13:01:17.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 2.074e-04, size: 608, ETA: 3:10:19
2024-12-17 13:01:19.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.073e-04, size: 640, ETA: 3:10:16
2024-12-17 13:01:22.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.073e-04, size: 608, ETA: 3:10:14
2024-12-17 13:01:24.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 2.072e-04, size: 544, ETA: 3:10:12
2024-12-17 13:01:26.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.072e-04, size: 736, ETA: 3:10:10
2024-12-17 13:01:28.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.071e-04, size: 672, ETA: 3:10:07
2024-12-17 13:01:31.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.071e-04, size: 672, ETA: 3:10:05
2024-12-17 13:01:33.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.070e-04, size: 608, ETA: 3:10:03
2024-12-17 13:01:36.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.069e-04, size: 736, ETA: 3:10:01
2024-12-17 13:01:38.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.069e-04, size: 544, ETA: 3:09:59
2024-12-17 13:01:41.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.068e-04, size: 576, ETA: 3:09:57
2024-12-17 13:01:43.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.068e-04, size: 576, ETA: 3:09:54
2024-12-17 13:01:45.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.067e-04, size: 704, ETA: 3:09:52
2024-12-17 13:01:47.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.066e-04, size: 672, ETA: 3:09:50
2024-12-17 13:01:49.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.066e-04, size: 640, ETA: 3:09:48
2024-12-17 13:01:51.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.065e-04, size: 576, ETA: 3:09:45
2024-12-17 13:01:53.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.065e-04, size: 672, ETA: 3:09:43
2024-12-17 13:01:55.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.064e-04, size: 576, ETA: 3:09:41
2024-12-17 13:01:58.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.063e-04, size: 608, ETA: 3:09:39
2024-12-17 13:02:01.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.063e-04, size: 544, ETA: 3:09:37
2024-12-17 13:02:03.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.062e-04, size: 736, ETA: 3:09:35
2024-12-17 13:02:05.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.062e-04, size: 704, ETA: 3:09:32
2024-12-17 13:02:07.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.061e-04, size: 576, ETA: 3:09:30
2024-12-17 13:02:09.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.060e-04, size: 672, ETA: 3:09:28
2024-12-17 13:02:12.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.060e-04, size: 608, ETA: 3:09:26
2024-12-17 13:02:14.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.059e-04, size: 672, ETA: 3:09:24
2024-12-17 13:02:16.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.059e-04, size: 576, ETA: 3:09:21
2024-12-17 13:02:18.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.058e-04, size: 640, ETA: 3:09:19
2024-12-17 13:02:21.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.058e-04, size: 704, ETA: 3:09:17
2024-12-17 13:02:23.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.267s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.057e-04, size: 736, ETA: 3:09:15
2024-12-17 13:02:26.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.056e-04, size: 736, ETA: 3:09:13
2024-12-17 13:02:29.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 2.056e-04, size: 576, ETA: 3:09:11
2024-12-17 13:02:31.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.055e-04, size: 672, ETA: 3:09:08
2024-12-17 13:02:32.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.055e-04, size: 576, ETA: 3:09:06
2024-12-17 13:02:35.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.054e-04, size: 736, ETA: 3:09:04
2024-12-17 13:02:37.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.053e-04, size: 736, ETA: 3:09:02
2024-12-17 13:02:39.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.053e-04, size: 640, ETA: 3:08:59
2024-12-17 13:02:41.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.052e-04, size: 544, ETA: 3:08:57
2024-12-17 13:02:44.021 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.052e-04, size: 672, ETA: 3:08:55
2024-12-17 13:02:46.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.051e-04, size: 544, ETA: 3:08:53
2024-12-17 13:02:48.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.051e-04, size: 672, ETA: 3:08:51
2024-12-17 13:02:51.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.050e-04, size: 736, ETA: 3:08:49
2024-12-17 13:02:53.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.049e-04, size: 544, ETA: 3:08:46
2024-12-17 13:02:55.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.049e-04, size: 736, ETA: 3:08:44
2024-12-17 13:02:57.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.048e-04, size: 608, ETA: 3:08:42
2024-12-17 13:03:00.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.048e-04, size: 608, ETA: 3:08:40
2024-12-17 13:03:02.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.047e-04, size: 544, ETA: 3:08:38
2024-12-17 13:03:04.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.046e-04, size: 608, ETA: 3:08:35
2024-12-17 13:03:06.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.046e-04, size: 704, ETA: 3:08:33
2024-12-17 13:03:09.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.045e-04, size: 576, ETA: 3:08:31
2024-12-17 13:03:11.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.045e-04, size: 672, ETA: 3:08:29
2024-12-17 13:03:14.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.044e-04, size: 672, ETA: 3:08:27
2024-12-17 13:03:16.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.044e-04, size: 576, ETA: 3:08:25
2024-12-17 13:03:18.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.043e-04, size: 544, ETA: 3:08:22
2024-12-17 13:03:20.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.042e-04, size: 640, ETA: 3:08:20
2024-12-17 13:03:22.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.042e-04, size: 576, ETA: 3:08:18
2024-12-17 13:03:24.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.041e-04, size: 672, ETA: 3:08:16
2024-12-17 13:03:26.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.041e-04, size: 576, ETA: 3:08:13
2024-12-17 13:03:28.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.040e-04, size: 672, ETA: 3:08:11
2024-12-17 13:03:30.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.039e-04, size: 608, ETA: 3:08:09
2024-12-17 13:03:32.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.039e-04, size: 640, ETA: 3:08:06
2024-12-17 13:03:35.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.038e-04, size: 704, ETA: 3:08:04
2024-12-17 13:03:37.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.038e-04, size: 672, ETA: 3:08:02
2024-12-17 13:03:39.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.037e-04, size: 736, ETA: 3:08:00
2024-12-17 13:03:42.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.037e-04, size: 640, ETA: 3:07:58
2024-12-17 13:03:44.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.036e-04, size: 736, ETA: 3:07:55
2024-12-17 13:03:46.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.035e-04, size: 640, ETA: 3:07:53
2024-12-17 13:03:49.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.035e-04, size: 544, ETA: 3:07:51
2024-12-17 13:03:51.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.034e-04, size: 704, ETA: 3:07:49
2024-12-17 13:03:53.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.034e-04, size: 672, ETA: 3:07:47
2024-12-17 13:03:55.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.033e-04, size: 544, ETA: 3:07:44
2024-12-17 13:03:57.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.032e-04, size: 608, ETA: 3:07:42
2024-12-17 13:03:59.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.032e-04, size: 576, ETA: 3:07:40
2024-12-17 13:04:01.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.031e-04, size: 608, ETA: 3:07:38
2024-12-17 13:04:03.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.198s, data_time: 0.007s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.031e-04, size: 576, ETA: 3:07:35
2024-12-17 13:04:05.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.030e-04, size: 576, ETA: 3:07:33
2024-12-17 13:04:07.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.030e-04, size: 736, ETA: 3:07:31
2024-12-17 13:04:09.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.029e-04, size: 640, ETA: 3:07:29
2024-12-17 13:04:11.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.028e-04, size: 576, ETA: 3:07:26
2024-12-17 13:04:13.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.028e-04, size: 736, ETA: 3:07:24
2024-12-17 13:04:16.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 89/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.027e-04, size: 640, ETA: 3:07:22
2024-12-17 13:04:16.993 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 13:04:17.417 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch90
2024-12-17 13:04:19.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.026e-04, size: 544, ETA: 3:07:19
2024-12-17 13:04:22.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 20/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.026e-04, size: 608, ETA: 3:07:17
2024-12-17 13:04:24.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 30/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.025e-04, size: 544, ETA: 3:07:15
2024-12-17 13:04:27.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.025e-04, size: 640, ETA: 3:07:13
2024-12-17 13:04:29.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 50/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.024e-04, size: 736, ETA: 3:07:10
2024-12-17 13:04:31.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.024e-04, size: 736, ETA: 3:07:08
2024-12-17 13:04:33.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.023e-04, size: 704, ETA: 3:07:06
2024-12-17 13:04:35.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.022e-04, size: 704, ETA: 3:07:04
2024-12-17 13:04:38.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 90/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 2.022e-04, size: 736, ETA: 3:07:01
2024-12-17 13:04:40.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.021e-04, size: 736, ETA: 3:06:59
2024-12-17 13:04:42.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 110/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.021e-04, size: 672, ETA: 3:06:57
2024-12-17 13:04:45.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.020e-04, size: 544, ETA: 3:06:55
2024-12-17 13:04:47.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.020e-04, size: 736, ETA: 3:06:53
2024-12-17 13:04:50.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.019e-04, size: 672, ETA: 3:06:51
2024-12-17 13:04:53.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.018e-04, size: 544, ETA: 3:06:49
2024-12-17 13:04:55.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.018e-04, size: 704, ETA: 3:06:47
2024-12-17 13:04:57.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.017e-04, size: 704, ETA: 3:06:44
2024-12-17 13:04:59.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 180/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.017e-04, size: 608, ETA: 3:06:42
2024-12-17 13:05:01.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.016e-04, size: 672, ETA: 3:06:40
2024-12-17 13:05:03.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 200/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.016e-04, size: 672, ETA: 3:06:37
2024-12-17 13:05:05.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.015e-04, size: 672, ETA: 3:06:35
2024-12-17 13:05:07.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.014e-04, size: 704, ETA: 3:06:33
2024-12-17 13:05:10.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.014e-04, size: 672, ETA: 3:06:31
2024-12-17 13:05:12.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 240/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.013e-04, size: 672, ETA: 3:06:29
2024-12-17 13:05:14.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.013e-04, size: 640, ETA: 3:06:26
2024-12-17 13:05:17.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.012e-04, size: 736, ETA: 3:06:24
2024-12-17 13:05:19.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.012e-04, size: 672, ETA: 3:06:22
2024-12-17 13:05:22.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.011e-04, size: 704, ETA: 3:06:20
2024-12-17 13:05:23.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 290/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.010e-04, size: 576, ETA: 3:06:18
2024-12-17 13:05:25.759 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.010e-04, size: 608, ETA: 3:06:15
2024-12-17 13:05:27.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.009e-04, size: 608, ETA: 3:06:13
2024-12-17 13:05:29.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.009e-04, size: 576, ETA: 3:06:11
2024-12-17 13:05:31.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.008e-04, size: 640, ETA: 3:06:08
2024-12-17 13:05:33.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.008e-04, size: 736, ETA: 3:06:06
2024-12-17 13:05:35.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 2.007e-04, size: 576, ETA: 3:06:04
2024-12-17 13:05:37.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.006e-04, size: 608, ETA: 3:06:02
2024-12-17 13:05:40.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 2.006e-04, size: 704, ETA: 3:06:00
2024-12-17 13:05:42.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.005e-04, size: 640, ETA: 3:05:57
2024-12-17 13:05:44.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.193s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.005e-04, size: 640, ETA: 3:05:55
2024-12-17 13:05:46.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.004e-04, size: 640, ETA: 3:05:53
2024-12-17 13:05:48.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 2.004e-04, size: 640, ETA: 3:05:51
2024-12-17 13:05:50.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.003e-04, size: 544, ETA: 3:05:48
2024-12-17 13:05:52.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 430/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.002e-04, size: 640, ETA: 3:05:46
2024-12-17 13:05:53.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 440/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 2.002e-04, size: 544, ETA: 3:05:44
2024-12-17 13:05:55.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 450/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 2.001e-04, size: 640, ETA: 3:05:41
2024-12-17 13:05:58.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 2.001e-04, size: 544, ETA: 3:05:39
2024-12-17 13:06:00.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 470/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 2.000e-04, size: 608, ETA: 3:05:37
2024-12-17 13:06:02.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 2.000e-04, size: 672, ETA: 3:05:35
2024-12-17 13:06:05.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.999e-04, size: 640, ETA: 3:05:33
2024-12-17 13:06:08.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.998e-04, size: 672, ETA: 3:05:31
2024-12-17 13:06:10.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 510/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.998e-04, size: 640, ETA: 3:05:29
2024-12-17 13:06:12.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.997e-04, size: 608, ETA: 3:05:26
2024-12-17 13:06:14.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 530/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.997e-04, size: 640, ETA: 3:05:24
2024-12-17 13:06:16.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 540/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.996e-04, size: 736, ETA: 3:05:22
2024-12-17 13:06:18.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.996e-04, size: 736, ETA: 3:05:20
2024-12-17 13:06:20.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 560/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.995e-04, size: 608, ETA: 3:05:17
2024-12-17 13:06:23.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.995e-04, size: 736, ETA: 3:05:15
2024-12-17 13:06:25.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.994e-04, size: 704, ETA: 3:05:13
2024-12-17 13:06:28.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.993e-04, size: 704, ETA: 3:05:11
2024-12-17 13:06:30.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 600/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.993e-04, size: 544, ETA: 3:05:09
2024-12-17 13:06:33.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.992e-04, size: 672, ETA: 3:05:07
2024-12-17 13:06:35.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.992e-04, size: 736, ETA: 3:05:04
2024-12-17 13:06:37.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.991e-04, size: 544, ETA: 3:05:02
2024-12-17 13:06:39.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.991e-04, size: 576, ETA: 3:05:00
2024-12-17 13:06:42.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.990e-04, size: 544, ETA: 3:04:58
2024-12-17 13:06:44.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.989e-04, size: 608, ETA: 3:04:56
2024-12-17 13:06:46.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.989e-04, size: 672, ETA: 3:04:53
2024-12-17 13:06:49.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 680/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.988e-04, size: 704, ETA: 3:04:51
2024-12-17 13:06:51.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.988e-04, size: 672, ETA: 3:04:49
2024-12-17 13:06:54.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 700/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.987e-04, size: 672, ETA: 3:04:47
2024-12-17 13:06:56.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.987e-04, size: 576, ETA: 3:04:45
2024-12-17 13:06:59.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 720/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.986e-04, size: 704, ETA: 3:04:43
2024-12-17 13:07:01.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.986e-04, size: 608, ETA: 3:04:40
2024-12-17 13:07:03.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.985e-04, size: 704, ETA: 3:04:38
2024-12-17 13:07:05.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 750/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.984e-04, size: 544, ETA: 3:04:36
2024-12-17 13:07:07.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.984e-04, size: 672, ETA: 3:04:34
2024-12-17 13:07:09.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.983e-04, size: 544, ETA: 3:04:32
2024-12-17 13:07:12.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.983e-04, size: 544, ETA: 3:04:29
2024-12-17 13:07:14.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.982e-04, size: 608, ETA: 3:04:27
2024-12-17 13:07:17.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.982e-04, size: 640, ETA: 3:04:25
2024-12-17 13:07:19.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 810/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.981e-04, size: 576, ETA: 3:04:23
2024-12-17 13:07:21.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.980e-04, size: 608, ETA: 3:04:21
2024-12-17 13:07:24.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.980e-04, size: 672, ETA: 3:04:19
2024-12-17 13:07:26.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.979e-04, size: 544, ETA: 3:04:16
2024-12-17 13:07:28.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.979e-04, size: 736, ETA: 3:04:14
2024-12-17 13:07:30.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.978e-04, size: 736, ETA: 3:04:12
2024-12-17 13:07:32.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.978e-04, size: 704, ETA: 3:04:10
2024-12-17 13:07:35.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.977e-04, size: 736, ETA: 3:04:07
2024-12-17 13:07:37.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.977e-04, size: 640, ETA: 3:04:05
2024-12-17 13:07:39.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.976e-04, size: 704, ETA: 3:04:03
2024-12-17 13:07:41.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.975e-04, size: 672, ETA: 3:04:01
2024-12-17 13:07:43.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 920/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.975e-04, size: 672, ETA: 3:03:59
2024-12-17 13:07:46.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.293s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.974e-04, size: 736, ETA: 3:03:57
2024-12-17 13:07:49.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.974e-04, size: 576, ETA: 3:03:54
2024-12-17 13:07:51.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.973e-04, size: 672, ETA: 3:03:52
2024-12-17 13:07:53.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 960/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.973e-04, size: 608, ETA: 3:03:50
2024-12-17 13:07:55.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.972e-04, size: 704, ETA: 3:03:48
2024-12-17 13:07:57.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.972e-04, size: 704, ETA: 3:03:45
2024-12-17 13:07:59.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.971e-04, size: 544, ETA: 3:03:43
2024-12-17 13:08:01.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.970e-04, size: 576, ETA: 3:03:41
2024-12-17 13:08:03.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.970e-04, size: 544, ETA: 3:03:39
2024-12-17 13:08:05.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.969e-04, size: 640, ETA: 3:03:36
2024-12-17 13:08:07.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.969e-04, size: 576, ETA: 3:03:34
2024-12-17 13:08:10.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.968e-04, size: 576, ETA: 3:03:32
2024-12-17 13:08:12.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.968e-04, size: 704, ETA: 3:03:30
2024-12-17 13:08:14.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.967e-04, size: 608, ETA: 3:03:28
2024-12-17 13:08:16.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.967e-04, size: 544, ETA: 3:03:25
2024-12-17 13:08:18.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.966e-04, size: 704, ETA: 3:03:23
2024-12-17 13:08:20.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.965e-04, size: 576, ETA: 3:03:21
2024-12-17 13:08:23.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.965e-04, size: 640, ETA: 3:03:19
2024-12-17 13:08:25.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.964e-04, size: 576, ETA: 3:03:16
2024-12-17 13:08:26.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.964e-04, size: 672, ETA: 3:03:14
2024-12-17 13:08:29.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.963e-04, size: 704, ETA: 3:03:12
2024-12-17 13:08:31.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.963e-04, size: 672, ETA: 3:03:10
2024-12-17 13:08:33.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.962e-04, size: 544, ETA: 3:03:07
2024-12-17 13:08:35.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.962e-04, size: 544, ETA: 3:03:05
2024-12-17 13:08:37.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.961e-04, size: 640, ETA: 3:03:03
2024-12-17 13:08:39.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.960e-04, size: 576, ETA: 3:03:01
2024-12-17 13:08:41.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.960e-04, size: 704, ETA: 3:02:58
2024-12-17 13:08:43.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.959e-04, size: 544, ETA: 3:02:56
2024-12-17 13:08:46.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.959e-04, size: 608, ETA: 3:02:54
2024-12-17 13:08:48.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.958e-04, size: 544, ETA: 3:02:52
2024-12-17 13:08:51.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.958e-04, size: 576, ETA: 3:02:50
2024-12-17 13:08:53.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.957e-04, size: 704, ETA: 3:02:48
2024-12-17 13:08:56.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.957e-04, size: 736, ETA: 3:02:46
2024-12-17 13:08:58.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.956e-04, size: 736, ETA: 3:02:43
2024-12-17 13:09:01.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.956e-04, size: 608, ETA: 3:02:41
2024-12-17 13:09:03.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.955e-04, size: 576, ETA: 3:02:39
2024-12-17 13:09:05.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.954e-04, size: 640, ETA: 3:02:37
2024-12-17 13:09:07.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.954e-04, size: 736, ETA: 3:02:34
2024-12-17 13:09:09.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.953e-04, size: 576, ETA: 3:02:32
2024-12-17 13:09:11.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.953e-04, size: 608, ETA: 3:02:30
2024-12-17 13:09:13.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.952e-04, size: 736, ETA: 3:02:28
2024-12-17 13:09:16.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.952e-04, size: 640, ETA: 3:02:26
2024-12-17 13:09:18.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.951e-04, size: 544, ETA: 3:02:23
2024-12-17 13:09:21.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.951e-04, size: 576, ETA: 3:02:21
2024-12-17 13:09:23.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.950e-04, size: 576, ETA: 3:02:19
2024-12-17 13:09:26.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.949e-04, size: 672, ETA: 3:02:17
2024-12-17 13:09:27.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.949e-04, size: 576, ETA: 3:02:15
2024-12-17 13:09:29.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.948e-04, size: 672, ETA: 3:02:12
2024-12-17 13:09:31.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.948e-04, size: 704, ETA: 3:02:10
2024-12-17 13:09:33.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.947e-04, size: 608, ETA: 3:02:08
2024-12-17 13:09:35.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.947e-04, size: 640, ETA: 3:02:06
2024-12-17 13:09:38.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.946e-04, size: 704, ETA: 3:02:04
2024-12-17 13:09:40.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.946e-04, size: 672, ETA: 3:02:01
2024-12-17 13:09:42.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.945e-04, size: 704, ETA: 3:01:59
2024-12-17 13:09:44.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.945e-04, size: 736, ETA: 3:01:57
2024-12-17 13:09:47.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.944e-04, size: 704, ETA: 3:01:55
2024-12-17 13:09:49.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.943e-04, size: 608, ETA: 3:01:53
2024-12-17 13:09:51.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.943e-04, size: 576, ETA: 3:01:50
2024-12-17 13:09:53.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.942e-04, size: 704, ETA: 3:01:48
2024-12-17 13:09:55.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.942e-04, size: 704, ETA: 3:01:46
2024-12-17 13:09:57.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.941e-04, size: 608, ETA: 3:01:43
2024-12-17 13:09:59.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.941e-04, size: 640, ETA: 3:01:41
2024-12-17 13:10:01.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.940e-04, size: 704, ETA: 3:01:39
2024-12-17 13:10:03.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.940e-04, size: 544, ETA: 3:01:37
2024-12-17 13:10:05.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.939e-04, size: 640, ETA: 3:01:35
2024-12-17 13:10:08.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.939e-04, size: 736, ETA: 3:01:32
2024-12-17 13:10:10.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.938e-04, size: 640, ETA: 3:01:30
2024-12-17 13:10:12.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.937e-04, size: 640, ETA: 3:01:28
2024-12-17 13:10:14.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.937e-04, size: 608, ETA: 3:01:26
2024-12-17 13:10:16.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.936e-04, size: 736, ETA: 3:01:23
2024-12-17 13:10:18.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.936e-04, size: 576, ETA: 3:01:21
2024-12-17 13:10:20.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.935e-04, size: 736, ETA: 3:01:19
2024-12-17 13:10:22.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.935e-04, size: 736, ETA: 3:01:17
2024-12-17 13:10:24.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.934e-04, size: 640, ETA: 3:01:14
2024-12-17 13:10:27.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.934e-04, size: 608, ETA: 3:01:12
2024-12-17 13:10:29.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.933e-04, size: 672, ETA: 3:01:10
2024-12-17 13:10:31.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.933e-04, size: 544, ETA: 3:01:08
2024-12-17 13:10:34.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.932e-04, size: 704, ETA: 3:01:06
2024-12-17 13:10:37.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.932e-04, size: 704, ETA: 3:01:04
2024-12-17 13:10:39.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.931e-04, size: 640, ETA: 3:01:01
2024-12-17 13:10:41.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.930e-04, size: 544, ETA: 3:00:59
2024-12-17 13:10:43.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.930e-04, size: 704, ETA: 3:00:57
2024-12-17 13:10:45.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.929e-04, size: 736, ETA: 3:00:55
2024-12-17 13:10:47.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.929e-04, size: 640, ETA: 3:00:53
2024-12-17 13:10:49.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.928e-04, size: 576, ETA: 3:00:50
2024-12-17 13:10:51.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.928e-04, size: 704, ETA: 3:00:48
2024-12-17 13:10:54.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.927e-04, size: 704, ETA: 3:00:46
2024-12-17 13:10:56.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.927e-04, size: 576, ETA: 3:00:44
2024-12-17 13:10:58.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.926e-04, size: 544, ETA: 3:00:42
2024-12-17 13:11:01.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.926e-04, size: 704, ETA: 3:00:39
2024-12-17 13:11:04.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.925e-04, size: 544, ETA: 3:00:37
2024-12-17 13:11:05.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.924e-04, size: 544, ETA: 3:00:35
2024-12-17 13:11:07.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.924e-04, size: 576, ETA: 3:00:33
2024-12-17 13:11:09.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.923e-04, size: 736, ETA: 3:00:30
2024-12-17 13:11:11.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.923e-04, size: 640, ETA: 3:00:28
2024-12-17 13:11:13.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.922e-04, size: 544, ETA: 3:00:26
2024-12-17 13:11:15.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.922e-04, size: 576, ETA: 3:00:24
2024-12-17 13:11:17.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.921e-04, size: 672, ETA: 3:00:21
2024-12-17 13:11:20.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.921e-04, size: 608, ETA: 3:00:19
2024-12-17 13:11:22.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.920e-04, size: 576, ETA: 3:00:17
2024-12-17 13:11:25.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.920e-04, size: 704, ETA: 3:00:15
2024-12-17 13:11:27.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.919e-04, size: 608, ETA: 3:00:13
2024-12-17 13:11:29.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.919e-04, size: 704, ETA: 3:00:11
2024-12-17 13:11:31.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.918e-04, size: 704, ETA: 3:00:08
2024-12-17 13:11:33.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.918e-04, size: 704, ETA: 3:00:06
2024-12-17 13:11:35.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.917e-04, size: 640, ETA: 3:00:04
2024-12-17 13:11:37.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.916e-04, size: 608, ETA: 3:00:01
2024-12-17 13:11:39.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.916e-04, size: 672, ETA: 2:59:59
2024-12-17 13:11:41.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.915e-04, size: 608, ETA: 2:59:57
2024-12-17 13:11:43.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.915e-04, size: 608, ETA: 2:59:55
2024-12-17 13:11:46.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.914e-04, size: 736, ETA: 2:59:53
2024-12-17 13:11:49.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.914e-04, size: 672, ETA: 2:59:51
2024-12-17 13:11:51.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.913e-04, size: 608, ETA: 2:59:48
2024-12-17 13:11:53.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.913e-04, size: 544, ETA: 2:59:46
2024-12-17 13:11:55.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.912e-04, size: 736, ETA: 2:59:44
2024-12-17 13:11:57.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.912e-04, size: 544, ETA: 2:59:42
2024-12-17 13:11:59.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.911e-04, size: 640, ETA: 2:59:39
2024-12-17 13:12:01.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.911e-04, size: 736, ETA: 2:59:37
2024-12-17 13:12:03.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.910e-04, size: 576, ETA: 2:59:35
2024-12-17 13:12:06.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.910e-04, size: 544, ETA: 2:59:33
2024-12-17 13:12:08.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.278s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.909e-04, size: 672, ETA: 2:59:31
2024-12-17 13:12:11.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.908e-04, size: 736, ETA: 2:59:29
2024-12-17 13:12:13.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.908e-04, size: 640, ETA: 2:59:26
2024-12-17 13:12:16.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.907e-04, size: 576, ETA: 2:59:24
2024-12-17 13:12:19.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.907e-04, size: 576, ETA: 2:59:22
2024-12-17 13:12:21.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.906e-04, size: 672, ETA: 2:59:20
2024-12-17 13:12:24.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.906e-04, size: 544, ETA: 2:59:18
2024-12-17 13:12:26.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.905e-04, size: 640, ETA: 2:59:16
2024-12-17 13:12:28.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.905e-04, size: 640, ETA: 2:59:14
2024-12-17 13:12:31.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.904e-04, size: 544, ETA: 2:59:11
2024-12-17 13:12:33.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.904e-04, size: 544, ETA: 2:59:09
2024-12-17 13:12:36.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.903e-04, size: 576, ETA: 2:59:07
2024-12-17 13:12:38.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.903e-04, size: 544, ETA: 2:59:05
2024-12-17 13:12:41.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.902e-04, size: 736, ETA: 2:59:03
2024-12-17 13:12:43.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.902e-04, size: 640, ETA: 2:59:00
2024-12-17 13:12:45.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.901e-04, size: 576, ETA: 2:58:58
2024-12-17 13:12:47.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.900e-04, size: 544, ETA: 2:58:56
2024-12-17 13:12:49.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.900e-04, size: 736, ETA: 2:58:54
2024-12-17 13:12:51.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.899e-04, size: 704, ETA: 2:58:52
2024-12-17 13:12:54.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.899e-04, size: 736, ETA: 2:58:49
2024-12-17 13:12:56.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.898e-04, size: 544, ETA: 2:58:47
2024-12-17 13:12:59.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.898e-04, size: 576, ETA: 2:58:45
2024-12-17 13:13:01.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.897e-04, size: 640, ETA: 2:58:43
2024-12-17 13:13:04.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.262s, data_time: 0.018s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.897e-04, size: 672, ETA: 2:58:41
2024-12-17 13:13:06.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.896e-04, size: 608, ETA: 2:58:39
2024-12-17 13:13:08.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.896e-04, size: 640, ETA: 2:58:36
2024-12-17 13:13:10.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.895e-04, size: 704, ETA: 2:58:34
2024-12-17 13:13:14.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.317s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.895e-04, size: 576, ETA: 2:58:32
2024-12-17 13:13:16.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.894e-04, size: 640, ETA: 2:58:30
2024-12-17 13:13:18.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 90/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 5.8Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.894e-04, size: 672, ETA: 2:58:28
2024-12-17 13:13:19.358 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 13:14:17.422 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 13:14:17.579 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 13:14:17.635 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.06s)
2024-12-17 13:14:17.636 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 13:14:17.645 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 13:14:18.362 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.95 ms, Average NMS time: 1.46 ms, Average inference time: 3.41 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.926
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.986
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.954
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.018
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.940
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.878
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.941
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.941
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.809
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.955
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 92.593 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 94.126 |

2024-12-17 13:14:18.362 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 13:14:18.775 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch91
2024-12-17 13:14:21.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.893e-04, size: 736, ETA: 2:58:25
2024-12-17 13:14:24.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.892e-04, size: 544, ETA: 2:58:23
2024-12-17 13:14:26.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.892e-04, size: 704, ETA: 2:58:21
2024-12-17 13:14:28.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.891e-04, size: 672, ETA: 2:58:18
2024-12-17 13:14:30.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.891e-04, size: 736, ETA: 2:58:16
2024-12-17 13:14:33.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.890e-04, size: 576, ETA: 2:58:14
2024-12-17 13:14:36.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.289s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.890e-04, size: 736, ETA: 2:58:12
2024-12-17 13:14:38.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.889e-04, size: 576, ETA: 2:58:10
2024-12-17 13:14:40.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.889e-04, size: 704, ETA: 2:58:07
2024-12-17 13:14:43.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.888e-04, size: 608, ETA: 2:58:05
2024-12-17 13:14:44.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.888e-04, size: 544, ETA: 2:58:03
2024-12-17 13:14:47.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.887e-04, size: 672, ETA: 2:58:01
2024-12-17 13:14:49.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.887e-04, size: 544, ETA: 2:57:59
2024-12-17 13:14:51.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.886e-04, size: 576, ETA: 2:57:56
2024-12-17 13:14:53.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.886e-04, size: 608, ETA: 2:57:54
2024-12-17 13:14:55.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.885e-04, size: 736, ETA: 2:57:52
2024-12-17 13:14:58.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 170/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.885e-04, size: 608, ETA: 2:57:50
2024-12-17 13:15:01.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.884e-04, size: 576, ETA: 2:57:48
2024-12-17 13:15:03.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.883e-04, size: 608, ETA: 2:57:46
2024-12-17 13:15:05.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.883e-04, size: 640, ETA: 2:57:43
2024-12-17 13:15:07.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.882e-04, size: 576, ETA: 2:57:41
2024-12-17 13:15:09.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.882e-04, size: 704, ETA: 2:57:39
2024-12-17 13:15:12.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.881e-04, size: 544, ETA: 2:57:37
2024-12-17 13:15:14.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.881e-04, size: 640, ETA: 2:57:35
2024-12-17 13:15:16.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.880e-04, size: 640, ETA: 2:57:32
2024-12-17 13:15:19.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.880e-04, size: 576, ETA: 2:57:30
2024-12-17 13:15:21.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.879e-04, size: 608, ETA: 2:57:28
2024-12-17 13:15:24.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.879e-04, size: 672, ETA: 2:57:26
2024-12-17 13:15:26.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.878e-04, size: 544, ETA: 2:57:24
2024-12-17 13:15:29.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 300/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.878e-04, size: 576, ETA: 2:57:22
2024-12-17 13:15:31.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.877e-04, size: 576, ETA: 2:57:19
2024-12-17 13:15:33.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.877e-04, size: 704, ETA: 2:57:17
2024-12-17 13:15:35.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.876e-04, size: 576, ETA: 2:57:15
2024-12-17 13:15:36.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.876e-04, size: 608, ETA: 2:57:12
2024-12-17 13:15:38.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.875e-04, size: 704, ETA: 2:57:10
2024-12-17 13:15:41.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.875e-04, size: 704, ETA: 2:57:08
2024-12-17 13:15:43.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.874e-04, size: 640, ETA: 2:57:06
2024-12-17 13:15:45.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.874e-04, size: 544, ETA: 2:57:04
2024-12-17 13:15:48.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.873e-04, size: 736, ETA: 2:57:01
2024-12-17 13:15:51.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.873e-04, size: 640, ETA: 2:56:59
2024-12-17 13:15:53.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.872e-04, size: 544, ETA: 2:56:57
2024-12-17 13:15:56.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.872e-04, size: 736, ETA: 2:56:55
2024-12-17 13:15:57.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.871e-04, size: 576, ETA: 2:56:53
2024-12-17 13:15:59.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.870e-04, size: 672, ETA: 2:56:50
2024-12-17 13:16:01.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.870e-04, size: 672, ETA: 2:56:48
2024-12-17 13:16:03.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 460/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.869e-04, size: 608, ETA: 2:56:46
2024-12-17 13:16:05.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.869e-04, size: 672, ETA: 2:56:44
2024-12-17 13:16:07.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.868e-04, size: 576, ETA: 2:56:41
2024-12-17 13:16:09.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.868e-04, size: 576, ETA: 2:56:39
2024-12-17 13:16:12.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.867e-04, size: 672, ETA: 2:56:37
2024-12-17 13:16:14.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.867e-04, size: 608, ETA: 2:56:35
2024-12-17 13:16:17.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.866e-04, size: 544, ETA: 2:56:33
2024-12-17 13:16:19.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.866e-04, size: 544, ETA: 2:56:31
2024-12-17 13:16:22.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.865e-04, size: 704, ETA: 2:56:28
2024-12-17 13:16:24.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.865e-04, size: 544, ETA: 2:56:26
2024-12-17 13:16:26.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.864e-04, size: 640, ETA: 2:56:24
2024-12-17 13:16:28.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.864e-04, size: 672, ETA: 2:56:22
2024-12-17 13:16:30.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.863e-04, size: 672, ETA: 2:56:19
2024-12-17 13:16:32.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.863e-04, size: 544, ETA: 2:56:17
2024-12-17 13:16:34.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.862e-04, size: 672, ETA: 2:56:15
2024-12-17 13:16:36.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.862e-04, size: 704, ETA: 2:56:13
2024-12-17 13:16:38.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.861e-04, size: 576, ETA: 2:56:11
2024-12-17 13:16:41.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.861e-04, size: 704, ETA: 2:56:08
2024-12-17 13:16:43.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.860e-04, size: 608, ETA: 2:56:06
2024-12-17 13:16:45.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.860e-04, size: 608, ETA: 2:56:04
2024-12-17 13:16:48.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.859e-04, size: 544, ETA: 2:56:02
2024-12-17 13:16:49.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.859e-04, size: 576, ETA: 2:55:59
2024-12-17 13:16:51.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.858e-04, size: 544, ETA: 2:55:57
2024-12-17 13:16:53.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.858e-04, size: 704, ETA: 2:55:55
2024-12-17 13:16:55.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.857e-04, size: 576, ETA: 2:55:53
2024-12-17 13:16:57.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.857e-04, size: 544, ETA: 2:55:50
2024-12-17 13:16:59.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.856e-04, size: 640, ETA: 2:55:48
2024-12-17 13:17:01.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.856e-04, size: 544, ETA: 2:55:46
2024-12-17 13:17:04.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.855e-04, size: 672, ETA: 2:55:44
2024-12-17 13:17:06.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.855e-04, size: 544, ETA: 2:55:42
2024-12-17 13:17:09.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.854e-04, size: 736, ETA: 2:55:40
2024-12-17 13:17:13.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.310s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.854e-04, size: 640, ETA: 2:55:38
2024-12-17 13:17:15.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.853e-04, size: 736, ETA: 2:55:35
2024-12-17 13:17:17.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.853e-04, size: 672, ETA: 2:55:33
2024-12-17 13:17:19.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.852e-04, size: 544, ETA: 2:55:31
2024-12-17 13:17:21.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.851e-04, size: 736, ETA: 2:55:29
2024-12-17 13:17:22.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.851e-04, size: 576, ETA: 2:55:26
2024-12-17 13:17:25.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.850e-04, size: 736, ETA: 2:55:24
2024-12-17 13:17:27.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.850e-04, size: 704, ETA: 2:55:22
2024-12-17 13:17:30.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.849e-04, size: 544, ETA: 2:55:20
2024-12-17 13:17:32.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.849e-04, size: 672, ETA: 2:55:18
2024-12-17 13:17:35.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 870/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.848e-04, size: 672, ETA: 2:55:16
2024-12-17 13:17:38.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.848e-04, size: 544, ETA: 2:55:14
2024-12-17 13:17:40.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.847e-04, size: 544, ETA: 2:55:11
2024-12-17 13:17:42.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.847e-04, size: 704, ETA: 2:55:09
2024-12-17 13:17:45.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.846e-04, size: 736, ETA: 2:55:07
2024-12-17 13:17:47.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.846e-04, size: 640, ETA: 2:55:05
2024-12-17 13:17:49.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.845e-04, size: 672, ETA: 2:55:02
2024-12-17 13:17:51.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.845e-04, size: 704, ETA: 2:55:00
2024-12-17 13:17:53.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.844e-04, size: 640, ETA: 2:54:58
2024-12-17 13:17:55.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.844e-04, size: 608, ETA: 2:54:56
2024-12-17 13:17:58.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.843e-04, size: 704, ETA: 2:54:54
2024-12-17 13:18:01.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.843e-04, size: 672, ETA: 2:54:52
2024-12-17 13:18:03.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.842e-04, size: 640, ETA: 2:54:49
2024-12-17 13:18:05.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.842e-04, size: 640, ETA: 2:54:47
2024-12-17 13:18:07.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.841e-04, size: 704, ETA: 2:54:45
2024-12-17 13:18:09.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.841e-04, size: 576, ETA: 2:54:43
2024-12-17 13:18:12.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.840e-04, size: 704, ETA: 2:54:41
2024-12-17 13:18:14.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.840e-04, size: 640, ETA: 2:54:38
2024-12-17 13:18:16.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.839e-04, size: 672, ETA: 2:54:36
2024-12-17 13:18:19.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.839e-04, size: 608, ETA: 2:54:34
2024-12-17 13:18:21.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.838e-04, size: 608, ETA: 2:54:32
2024-12-17 13:18:24.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.838e-04, size: 704, ETA: 2:54:30
2024-12-17 13:18:26.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.837e-04, size: 640, ETA: 2:54:28
2024-12-17 13:18:28.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.837e-04, size: 640, ETA: 2:54:25
2024-12-17 13:18:30.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.836e-04, size: 576, ETA: 2:54:23
2024-12-17 13:18:32.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.836e-04, size: 640, ETA: 2:54:21
2024-12-17 13:18:34.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.835e-04, size: 672, ETA: 2:54:19
2024-12-17 13:18:37.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.835e-04, size: 608, ETA: 2:54:16
2024-12-17 13:18:39.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.834e-04, size: 576, ETA: 2:54:14
2024-12-17 13:18:42.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.834e-04, size: 576, ETA: 2:54:12
2024-12-17 13:18:44.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.833e-04, size: 608, ETA: 2:54:10
2024-12-17 13:18:46.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.833e-04, size: 704, ETA: 2:54:08
2024-12-17 13:18:48.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.832e-04, size: 704, ETA: 2:54:05
2024-12-17 13:18:50.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.832e-04, size: 576, ETA: 2:54:03
2024-12-17 13:18:52.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.831e-04, size: 640, ETA: 2:54:01
2024-12-17 13:18:54.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.831e-04, size: 608, ETA: 2:53:59
2024-12-17 13:18:56.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.830e-04, size: 576, ETA: 2:53:56
2024-12-17 13:18:59.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.830e-04, size: 608, ETA: 2:53:54
2024-12-17 13:19:01.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.829e-04, size: 704, ETA: 2:53:52
2024-12-17 13:19:04.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.829e-04, size: 544, ETA: 2:53:50
2024-12-17 13:19:06.828 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.828e-04, size: 640, ETA: 2:53:48
2024-12-17 13:19:08.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.828e-04, size: 736, ETA: 2:53:46
2024-12-17 13:19:11.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.827e-04, size: 608, ETA: 2:53:43
2024-12-17 13:19:13.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.827e-04, size: 576, ETA: 2:53:41
2024-12-17 13:19:15.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.826e-04, size: 544, ETA: 2:53:39
2024-12-17 13:19:17.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.826e-04, size: 640, ETA: 2:53:37
2024-12-17 13:19:20.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.825e-04, size: 640, ETA: 2:53:35
2024-12-17 13:19:22.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.825e-04, size: 704, ETA: 2:53:32
2024-12-17 13:19:25.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.824e-04, size: 672, ETA: 2:53:30
2024-12-17 13:19:27.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.824e-04, size: 736, ETA: 2:53:28
2024-12-17 13:19:30.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.823e-04, size: 576, ETA: 2:53:26
2024-12-17 13:19:32.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.823e-04, size: 640, ETA: 2:53:24
2024-12-17 13:19:34.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.822e-04, size: 576, ETA: 2:53:21
2024-12-17 13:19:36.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.822e-04, size: 736, ETA: 2:53:19
2024-12-17 13:19:38.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.821e-04, size: 704, ETA: 2:53:17
2024-12-17 13:19:40.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.821e-04, size: 608, ETA: 2:53:15
2024-12-17 13:19:42.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.820e-04, size: 576, ETA: 2:53:12
2024-12-17 13:19:44.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.820e-04, size: 640, ETA: 2:53:10
2024-12-17 13:19:47.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.819e-04, size: 640, ETA: 2:53:08
2024-12-17 13:19:50.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.819e-04, size: 640, ETA: 2:53:06
2024-12-17 13:19:52.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.818e-04, size: 640, ETA: 2:53:04
2024-12-17 13:19:55.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.818e-04, size: 704, ETA: 2:53:02
2024-12-17 13:19:57.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.817e-04, size: 640, ETA: 2:53:00
2024-12-17 13:19:59.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.817e-04, size: 640, ETA: 2:52:57
2024-12-17 13:20:01.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.816e-04, size: 640, ETA: 2:52:55
2024-12-17 13:20:03.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.816e-04, size: 640, ETA: 2:52:53
2024-12-17 13:20:05.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.815e-04, size: 608, ETA: 2:52:51
2024-12-17 13:20:07.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.815e-04, size: 608, ETA: 2:52:48
2024-12-17 13:20:10.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.814e-04, size: 608, ETA: 2:52:46
2024-12-17 13:20:12.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.814e-04, size: 704, ETA: 2:52:44
2024-12-17 13:20:14.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.813e-04, size: 640, ETA: 2:52:42
2024-12-17 13:20:16.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.813e-04, size: 576, ETA: 2:52:40
2024-12-17 13:20:18.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.812e-04, size: 704, ETA: 2:52:37
2024-12-17 13:20:20.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.812e-04, size: 672, ETA: 2:52:35
2024-12-17 13:20:22.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.811e-04, size: 576, ETA: 2:52:33
2024-12-17 13:20:24.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.811e-04, size: 576, ETA: 2:52:31
2024-12-17 13:20:26.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.810e-04, size: 576, ETA: 2:52:28
2024-12-17 13:20:29.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.810e-04, size: 704, ETA: 2:52:26
2024-12-17 13:20:31.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.809e-04, size: 576, ETA: 2:52:24
2024-12-17 13:20:34.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.809e-04, size: 672, ETA: 2:52:22
2024-12-17 13:20:37.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.808e-04, size: 576, ETA: 2:52:20
2024-12-17 13:20:39.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.808e-04, size: 736, ETA: 2:52:18
2024-12-17 13:20:41.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.808e-04, size: 704, ETA: 2:52:15
2024-12-17 13:20:43.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.807e-04, size: 704, ETA: 2:52:13
2024-12-17 13:20:46.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.807e-04, size: 736, ETA: 2:52:11
2024-12-17 13:20:48.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.806e-04, size: 672, ETA: 2:52:09
2024-12-17 13:20:50.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.806e-04, size: 608, ETA: 2:52:06
2024-12-17 13:20:52.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.805e-04, size: 640, ETA: 2:52:04
2024-12-17 13:20:54.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.805e-04, size: 672, ETA: 2:52:02
2024-12-17 13:20:57.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.804e-04, size: 736, ETA: 2:52:00
2024-12-17 13:21:00.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.804e-04, size: 736, ETA: 2:51:58
2024-12-17 13:21:03.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.803e-04, size: 736, ETA: 2:51:56
2024-12-17 13:21:05.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.803e-04, size: 640, ETA: 2:51:54
2024-12-17 13:21:07.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.802e-04, size: 608, ETA: 2:51:51
2024-12-17 13:21:09.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.802e-04, size: 704, ETA: 2:51:49
2024-12-17 13:21:11.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.801e-04, size: 608, ETA: 2:51:47
2024-12-17 13:21:13.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.801e-04, size: 576, ETA: 2:51:45
2024-12-17 13:21:15.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.800e-04, size: 640, ETA: 2:51:42
2024-12-17 13:21:17.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.800e-04, size: 576, ETA: 2:51:40
2024-12-17 13:21:20.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.799e-04, size: 640, ETA: 2:51:38
2024-12-17 13:21:22.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.799e-04, size: 544, ETA: 2:51:36
2024-12-17 13:21:25.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.798e-04, size: 672, ETA: 2:51:34
2024-12-17 13:21:27.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.798e-04, size: 704, ETA: 2:51:32
2024-12-17 13:21:29.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.797e-04, size: 640, ETA: 2:51:29
2024-12-17 13:21:31.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.797e-04, size: 608, ETA: 2:51:27
2024-12-17 13:21:34.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.796e-04, size: 736, ETA: 2:51:25
2024-12-17 13:21:36.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.796e-04, size: 736, ETA: 2:51:23
2024-12-17 13:21:38.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.795e-04, size: 736, ETA: 2:51:20
2024-12-17 13:21:40.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.795e-04, size: 672, ETA: 2:51:18
2024-12-17 13:21:42.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.794e-04, size: 640, ETA: 2:51:16
2024-12-17 13:21:45.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.794e-04, size: 544, ETA: 2:51:14
2024-12-17 13:21:47.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.793e-04, size: 576, ETA: 2:51:12
2024-12-17 13:21:49.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.793e-04, size: 576, ETA: 2:51:09
2024-12-17 13:21:52.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.792e-04, size: 608, ETA: 2:51:07
2024-12-17 13:21:54.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.792e-04, size: 672, ETA: 2:51:05
2024-12-17 13:21:56.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.791e-04, size: 576, ETA: 2:51:03
2024-12-17 13:21:58.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.791e-04, size: 704, ETA: 2:51:01
2024-12-17 13:22:00.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.790e-04, size: 640, ETA: 2:50:58
2024-12-17 13:22:02.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.790e-04, size: 672, ETA: 2:50:56
2024-12-17 13:22:04.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.790e-04, size: 640, ETA: 2:50:54
2024-12-17 13:22:06.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.789e-04, size: 576, ETA: 2:50:52
2024-12-17 13:22:09.156 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.789e-04, size: 640, ETA: 2:50:49
2024-12-17 13:22:11.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.788e-04, size: 544, ETA: 2:50:47
2024-12-17 13:22:14.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.788e-04, size: 704, ETA: 2:50:45
2024-12-17 13:22:16.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.787e-04, size: 576, ETA: 2:50:43
2024-12-17 13:22:19.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.787e-04, size: 640, ETA: 2:50:41
2024-12-17 13:22:21.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.786e-04, size: 672, ETA: 2:50:39
2024-12-17 13:22:23.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.786e-04, size: 704, ETA: 2:50:36
2024-12-17 13:22:25.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.785e-04, size: 576, ETA: 2:50:34
2024-12-17 13:22:27.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.785e-04, size: 608, ETA: 2:50:32
2024-12-17 13:22:29.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.784e-04, size: 704, ETA: 2:50:30
2024-12-17 13:22:31.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.784e-04, size: 704, ETA: 2:50:27
2024-12-17 13:22:34.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.783e-04, size: 672, ETA: 2:50:25
2024-12-17 13:22:37.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.783e-04, size: 736, ETA: 2:50:23
2024-12-17 13:22:39.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.782e-04, size: 576, ETA: 2:50:21
2024-12-17 13:22:41.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.782e-04, size: 704, ETA: 2:50:19
2024-12-17 13:22:43.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.781e-04, size: 640, ETA: 2:50:17
2024-12-17 13:22:46.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.004s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.781e-04, size: 672, ETA: 2:50:14
2024-12-17 13:22:48.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.780e-04, size: 736, ETA: 2:50:12
2024-12-17 13:22:51.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.780e-04, size: 736, ETA: 2:50:10
2024-12-17 13:22:54.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.779e-04, size: 576, ETA: 2:50:08
2024-12-17 13:22:56.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.779e-04, size: 576, ETA: 2:50:06
2024-12-17 13:22:58.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.778e-04, size: 640, ETA: 2:50:04
2024-12-17 13:23:01.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.778e-04, size: 608, ETA: 2:50:02
2024-12-17 13:23:02.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.778e-04, size: 640, ETA: 2:49:59
2024-12-17 13:23:04.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.777e-04, size: 576, ETA: 2:49:57
2024-12-17 13:23:06.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.777e-04, size: 736, ETA: 2:49:55
2024-12-17 13:23:08.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.776e-04, size: 704, ETA: 2:49:52
2024-12-17 13:23:10.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.776e-04, size: 576, ETA: 2:49:50
2024-12-17 13:23:13.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.019s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.775e-04, size: 736, ETA: 2:49:48
2024-12-17 13:23:15.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.775e-04, size: 640, ETA: 2:49:46
2024-12-17 13:23:17.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.774e-04, size: 608, ETA: 2:49:44
2024-12-17 13:23:19.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.774e-04, size: 672, ETA: 2:49:41
2024-12-17 13:23:21.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.773e-04, size: 736, ETA: 2:49:39
2024-12-17 13:23:23.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.773e-04, size: 672, ETA: 2:49:37
2024-12-17 13:23:25.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 91/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.772e-04, size: 672, ETA: 2:49:35
2024-12-17 13:23:26.619 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 13:23:27.044 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch92
2024-12-17 13:23:28.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.772e-04, size: 704, ETA: 2:49:31
2024-12-17 13:23:30.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.771e-04, size: 544, ETA: 2:49:29
2024-12-17 13:23:33.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.771e-04, size: 704, ETA: 2:49:27
2024-12-17 13:23:34.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.770e-04, size: 544, ETA: 2:49:25
2024-12-17 13:23:36.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.770e-04, size: 736, ETA: 2:49:22
2024-12-17 13:23:38.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.769e-04, size: 544, ETA: 2:49:20
2024-12-17 13:23:40.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.769e-04, size: 544, ETA: 2:49:18
2024-12-17 13:23:42.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 80/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.768e-04, size: 544, ETA: 2:49:16
2024-12-17 13:23:44.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.768e-04, size: 544, ETA: 2:49:13
2024-12-17 13:23:46.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.767e-04, size: 736, ETA: 2:49:11
2024-12-17 13:23:49.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.767e-04, size: 736, ETA: 2:49:09
2024-12-17 13:23:51.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.766e-04, size: 544, ETA: 2:49:07
2024-12-17 13:23:53.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.766e-04, size: 608, ETA: 2:49:04
2024-12-17 13:23:55.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.765e-04, size: 736, ETA: 2:49:02
2024-12-17 13:23:57.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.765e-04, size: 544, ETA: 2:49:00
2024-12-17 13:23:58.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.765e-04, size: 608, ETA: 2:48:58
2024-12-17 13:24:00.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.764e-04, size: 608, ETA: 2:48:55
2024-12-17 13:24:02.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.764e-04, size: 576, ETA: 2:48:53
2024-12-17 13:24:05.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.763e-04, size: 704, ETA: 2:48:51
2024-12-17 13:24:07.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.763e-04, size: 576, ETA: 2:48:49
2024-12-17 13:24:08.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.762e-04, size: 576, ETA: 2:48:46
2024-12-17 13:24:11.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.762e-04, size: 608, ETA: 2:48:44
2024-12-17 13:24:13.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 230/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.761e-04, size: 736, ETA: 2:48:42
2024-12-17 13:24:16.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.761e-04, size: 544, ETA: 2:48:40
2024-12-17 13:24:18.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.760e-04, size: 608, ETA: 2:48:38
2024-12-17 13:24:20.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.760e-04, size: 672, ETA: 2:48:35
2024-12-17 13:24:22.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.759e-04, size: 608, ETA: 2:48:33
2024-12-17 13:24:24.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 280/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.759e-04, size: 672, ETA: 2:48:31
2024-12-17 13:24:26.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.758e-04, size: 736, ETA: 2:48:29
2024-12-17 13:24:28.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.758e-04, size: 640, ETA: 2:48:26
2024-12-17 13:24:30.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.757e-04, size: 640, ETA: 2:48:24
2024-12-17 13:24:32.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.757e-04, size: 608, ETA: 2:48:22
2024-12-17 13:24:34.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.757e-04, size: 704, ETA: 2:48:20
2024-12-17 13:24:35.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.756e-04, size: 576, ETA: 2:48:17
2024-12-17 13:24:37.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.756e-04, size: 608, ETA: 2:48:15
2024-12-17 13:24:40.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 360/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.755e-04, size: 608, ETA: 2:48:13
2024-12-17 13:24:42.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.755e-04, size: 544, ETA: 2:48:11
2024-12-17 13:24:44.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.754e-04, size: 736, ETA: 2:48:08
2024-12-17 13:24:46.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.754e-04, size: 672, ETA: 2:48:06
2024-12-17 13:24:48.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.753e-04, size: 576, ETA: 2:48:04
2024-12-17 13:24:49.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.753e-04, size: 576, ETA: 2:48:01
2024-12-17 13:24:52.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.752e-04, size: 576, ETA: 2:47:59
2024-12-17 13:24:54.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.752e-04, size: 640, ETA: 2:47:57
2024-12-17 13:24:55.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.751e-04, size: 544, ETA: 2:47:55
2024-12-17 13:24:57.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.751e-04, size: 672, ETA: 2:47:52
2024-12-17 13:24:59.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.750e-04, size: 672, ETA: 2:47:50
2024-12-17 13:25:01.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.750e-04, size: 640, ETA: 2:47:48
2024-12-17 13:25:03.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.750e-04, size: 576, ETA: 2:47:46
2024-12-17 13:25:05.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.749e-04, size: 672, ETA: 2:47:43
2024-12-17 13:25:07.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.749e-04, size: 672, ETA: 2:47:41
2024-12-17 13:25:09.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.748e-04, size: 704, ETA: 2:47:39
2024-12-17 13:25:12.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.748e-04, size: 640, ETA: 2:47:37
2024-12-17 13:25:14.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.747e-04, size: 704, ETA: 2:47:35
2024-12-17 13:25:16.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.747e-04, size: 608, ETA: 2:47:32
2024-12-17 13:25:18.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.746e-04, size: 704, ETA: 2:47:30
2024-12-17 13:25:20.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.746e-04, size: 736, ETA: 2:47:28
2024-12-17 13:25:22.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.745e-04, size: 576, ETA: 2:47:26
2024-12-17 13:25:24.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.745e-04, size: 544, ETA: 2:47:23
2024-12-17 13:25:26.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.744e-04, size: 704, ETA: 2:47:21
2024-12-17 13:25:28.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.744e-04, size: 576, ETA: 2:47:19
2024-12-17 13:25:30.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.743e-04, size: 640, ETA: 2:47:17
2024-12-17 13:25:32.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.743e-04, size: 544, ETA: 2:47:14
2024-12-17 13:25:34.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.743e-04, size: 736, ETA: 2:47:12
2024-12-17 13:25:36.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.742e-04, size: 544, ETA: 2:47:10
2024-12-17 13:25:38.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.742e-04, size: 576, ETA: 2:47:07
2024-12-17 13:25:40.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.741e-04, size: 640, ETA: 2:47:05
2024-12-17 13:25:42.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.741e-04, size: 640, ETA: 2:47:03
2024-12-17 13:25:44.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.740e-04, size: 640, ETA: 2:47:01
2024-12-17 13:25:46.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.740e-04, size: 640, ETA: 2:46:59
2024-12-17 13:25:48.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.739e-04, size: 576, ETA: 2:46:56
2024-12-17 13:25:50.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.739e-04, size: 736, ETA: 2:46:54
2024-12-17 13:25:52.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.738e-04, size: 544, ETA: 2:46:52
2024-12-17 13:25:54.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.738e-04, size: 672, ETA: 2:46:50
2024-12-17 13:25:56.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.737e-04, size: 704, ETA: 2:46:47
2024-12-17 13:25:58.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.737e-04, size: 736, ETA: 2:46:45
2024-12-17 13:26:00.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.737e-04, size: 608, ETA: 2:46:43
2024-12-17 13:26:02.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.736e-04, size: 640, ETA: 2:46:40
2024-12-17 13:26:04.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.736e-04, size: 672, ETA: 2:46:38
2024-12-17 13:26:06.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.735e-04, size: 672, ETA: 2:46:36
2024-12-17 13:26:08.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.735e-04, size: 576, ETA: 2:46:34
2024-12-17 13:26:10.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.734e-04, size: 640, ETA: 2:46:31
2024-12-17 13:26:12.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.734e-04, size: 544, ETA: 2:46:29
2024-12-17 13:26:14.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.733e-04, size: 640, ETA: 2:46:27
2024-12-17 13:26:16.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.733e-04, size: 704, ETA: 2:46:25
2024-12-17 13:26:18.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.732e-04, size: 672, ETA: 2:46:23
2024-12-17 13:26:20.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.732e-04, size: 608, ETA: 2:46:20
2024-12-17 13:26:22.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.732e-04, size: 608, ETA: 2:46:18
2024-12-17 13:26:24.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.731e-04, size: 544, ETA: 2:46:16
2024-12-17 13:26:26.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.731e-04, size: 608, ETA: 2:46:13
2024-12-17 13:26:28.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.730e-04, size: 544, ETA: 2:46:11
2024-12-17 13:26:30.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.730e-04, size: 576, ETA: 2:46:09
2024-12-17 13:26:32.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.729e-04, size: 576, ETA: 2:46:07
2024-12-17 13:26:34.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.729e-04, size: 672, ETA: 2:46:04
2024-12-17 13:26:36.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.728e-04, size: 608, ETA: 2:46:02
2024-12-17 13:26:38.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.728e-04, size: 704, ETA: 2:46:00
2024-12-17 13:26:40.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.727e-04, size: 640, ETA: 2:45:58
2024-12-17 13:26:43.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.727e-04, size: 576, ETA: 2:45:56
2024-12-17 13:26:44.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.727e-04, size: 544, ETA: 2:45:53
2024-12-17 13:26:47.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.726e-04, size: 736, ETA: 2:45:51
2024-12-17 13:26:49.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.726e-04, size: 704, ETA: 2:45:49
2024-12-17 13:26:51.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.725e-04, size: 576, ETA: 2:45:47
2024-12-17 13:26:53.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.725e-04, size: 704, ETA: 2:45:44
2024-12-17 13:26:55.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.724e-04, size: 608, ETA: 2:45:42
2024-12-17 13:26:57.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.724e-04, size: 608, ETA: 2:45:40
2024-12-17 13:26:59.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.723e-04, size: 704, ETA: 2:45:38
2024-12-17 13:27:01.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.723e-04, size: 736, ETA: 2:45:35
2024-12-17 13:27:03.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.722e-04, size: 736, ETA: 2:45:33
2024-12-17 13:27:05.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.722e-04, size: 544, ETA: 2:45:31
2024-12-17 13:27:07.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.722e-04, size: 608, ETA: 2:45:29
2024-12-17 13:27:09.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.721e-04, size: 672, ETA: 2:45:26
2024-12-17 13:27:11.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.721e-04, size: 736, ETA: 2:45:24
2024-12-17 13:27:13.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.720e-04, size: 640, ETA: 2:45:22
2024-12-17 13:27:15.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.720e-04, size: 544, ETA: 2:45:20
2024-12-17 13:27:17.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.719e-04, size: 672, ETA: 2:45:17
2024-12-17 13:27:19.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.719e-04, size: 672, ETA: 2:45:15
2024-12-17 13:27:21.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.718e-04, size: 640, ETA: 2:45:13
2024-12-17 13:27:23.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.718e-04, size: 576, ETA: 2:45:11
2024-12-17 13:27:25.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.717e-04, size: 608, ETA: 2:45:08
2024-12-17 13:27:27.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.717e-04, size: 736, ETA: 2:45:06
2024-12-17 13:27:29.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.717e-04, size: 608, ETA: 2:45:04
2024-12-17 13:27:31.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.716e-04, size: 576, ETA: 2:45:02
2024-12-17 13:27:33.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.716e-04, size: 672, ETA: 2:44:59
2024-12-17 13:27:35.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.715e-04, size: 608, ETA: 2:44:57
2024-12-17 13:27:37.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.715e-04, size: 672, ETA: 2:44:55
2024-12-17 13:27:39.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.714e-04, size: 544, ETA: 2:44:53
2024-12-17 13:27:41.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.714e-04, size: 640, ETA: 2:44:50
2024-12-17 13:27:44.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.713e-04, size: 608, ETA: 2:44:48
2024-12-17 13:27:45.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.713e-04, size: 576, ETA: 2:44:46
2024-12-17 13:27:47.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.713e-04, size: 544, ETA: 2:44:44
2024-12-17 13:27:49.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.712e-04, size: 704, ETA: 2:44:41
2024-12-17 13:27:51.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.712e-04, size: 576, ETA: 2:44:39
2024-12-17 13:27:53.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.711e-04, size: 704, ETA: 2:44:37
2024-12-17 13:27:55.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.711e-04, size: 608, ETA: 2:44:35
2024-12-17 13:27:57.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.710e-04, size: 608, ETA: 2:44:32
2024-12-17 13:27:59.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.710e-04, size: 640, ETA: 2:44:30
2024-12-17 13:28:01.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.709e-04, size: 640, ETA: 2:44:28
2024-12-17 13:28:03.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.709e-04, size: 608, ETA: 2:44:26
2024-12-17 13:28:05.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.709e-04, size: 544, ETA: 2:44:23
2024-12-17 13:28:07.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.708e-04, size: 608, ETA: 2:44:21
2024-12-17 13:28:09.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.708e-04, size: 704, ETA: 2:44:19
2024-12-17 13:28:11.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.707e-04, size: 736, ETA: 2:44:17
2024-12-17 13:28:14.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.707e-04, size: 704, ETA: 2:44:14
2024-12-17 13:28:16.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.706e-04, size: 640, ETA: 2:44:12
2024-12-17 13:28:18.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.706e-04, size: 704, ETA: 2:44:10
2024-12-17 13:28:20.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.705e-04, size: 544, ETA: 2:44:08
2024-12-17 13:28:22.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.705e-04, size: 608, ETA: 2:44:06
2024-12-17 13:28:24.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 1.0, cls_loss: 0.3, lr: 1.705e-04, size: 672, ETA: 2:44:03
2024-12-17 13:28:26.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.704e-04, size: 544, ETA: 2:44:01
2024-12-17 13:28:28.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.704e-04, size: 576, ETA: 2:43:59
2024-12-17 13:28:30.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.703e-04, size: 736, ETA: 2:43:56
2024-12-17 13:28:32.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.703e-04, size: 672, ETA: 2:43:54
2024-12-17 13:28:34.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.702e-04, size: 544, ETA: 2:43:52
2024-12-17 13:28:36.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.702e-04, size: 704, ETA: 2:43:50
2024-12-17 13:28:38.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.701e-04, size: 672, ETA: 2:43:47
2024-12-17 13:28:40.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.701e-04, size: 544, ETA: 2:43:45
2024-12-17 13:28:42.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.701e-04, size: 608, ETA: 2:43:43
2024-12-17 13:28:44.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.700e-04, size: 640, ETA: 2:43:41
2024-12-17 13:28:46.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.700e-04, size: 576, ETA: 2:43:39
2024-12-17 13:28:49.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.699e-04, size: 640, ETA: 2:43:36
2024-12-17 13:28:51.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.699e-04, size: 640, ETA: 2:43:34
2024-12-17 13:28:54.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.698e-04, size: 640, ETA: 2:43:32
2024-12-17 13:28:56.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.698e-04, size: 544, ETA: 2:43:30
2024-12-17 13:28:58.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.697e-04, size: 704, ETA: 2:43:28
2024-12-17 13:29:01.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.697e-04, size: 704, ETA: 2:43:26
2024-12-17 13:29:03.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.697e-04, size: 608, ETA: 2:43:23
2024-12-17 13:29:06.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.696e-04, size: 704, ETA: 2:43:21
2024-12-17 13:29:08.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.696e-04, size: 640, ETA: 2:43:19
2024-12-17 13:29:11.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.695e-04, size: 608, ETA: 2:43:17
2024-12-17 13:29:13.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.695e-04, size: 608, ETA: 2:43:15
2024-12-17 13:29:15.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.694e-04, size: 736, ETA: 2:43:13
2024-12-17 13:29:18.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.694e-04, size: 672, ETA: 2:43:10
2024-12-17 13:29:21.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.693e-04, size: 736, ETA: 2:43:08
2024-12-17 13:29:23.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.693e-04, size: 736, ETA: 2:43:06
2024-12-17 13:29:25.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.693e-04, size: 640, ETA: 2:43:04
2024-12-17 13:29:27.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.692e-04, size: 640, ETA: 2:43:02
2024-12-17 13:29:30.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.692e-04, size: 704, ETA: 2:43:00
2024-12-17 13:29:32.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.691e-04, size: 608, ETA: 2:42:57
2024-12-17 13:29:34.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.691e-04, size: 576, ETA: 2:42:55
2024-12-17 13:29:36.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.690e-04, size: 608, ETA: 2:42:53
2024-12-17 13:29:38.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.690e-04, size: 704, ETA: 2:42:51
2024-12-17 13:29:40.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.690e-04, size: 608, ETA: 2:42:48
2024-12-17 13:29:42.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.689e-04, size: 672, ETA: 2:42:46
2024-12-17 13:29:44.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.689e-04, size: 576, ETA: 2:42:44
2024-12-17 13:29:47.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.688e-04, size: 640, ETA: 2:42:42
2024-12-17 13:29:49.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.688e-04, size: 608, ETA: 2:42:40
2024-12-17 13:29:52.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.687e-04, size: 608, ETA: 2:42:37
2024-12-17 13:29:55.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.687e-04, size: 544, ETA: 2:42:35
2024-12-17 13:29:57.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.687e-04, size: 640, ETA: 2:42:33
2024-12-17 13:29:59.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.686e-04, size: 704, ETA: 2:42:31
2024-12-17 13:30:01.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.686e-04, size: 544, ETA: 2:42:29
2024-12-17 13:30:03.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.685e-04, size: 736, ETA: 2:42:26
2024-12-17 13:30:05.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.685e-04, size: 704, ETA: 2:42:24
2024-12-17 13:30:07.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.684e-04, size: 608, ETA: 2:42:22
2024-12-17 13:30:09.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.684e-04, size: 736, ETA: 2:42:20
2024-12-17 13:30:12.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.683e-04, size: 672, ETA: 2:42:18
2024-12-17 13:30:13.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.683e-04, size: 544, ETA: 2:42:15
2024-12-17 13:30:16.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.683e-04, size: 544, ETA: 2:42:13
2024-12-17 13:30:19.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.682e-04, size: 736, ETA: 2:42:11
2024-12-17 13:30:21.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.682e-04, size: 576, ETA: 2:42:09
2024-12-17 13:30:24.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.681e-04, size: 736, ETA: 2:42:07
2024-12-17 13:30:26.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.681e-04, size: 736, ETA: 2:42:04
2024-12-17 13:30:28.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.680e-04, size: 544, ETA: 2:42:02
2024-12-17 13:30:30.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.680e-04, size: 576, ETA: 2:42:00
2024-12-17 13:30:32.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.680e-04, size: 544, ETA: 2:41:58
2024-12-17 13:30:34.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.679e-04, size: 576, ETA: 2:41:55
2024-12-17 13:30:36.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.679e-04, size: 608, ETA: 2:41:53
2024-12-17 13:30:38.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.678e-04, size: 544, ETA: 2:41:51
2024-12-17 13:30:40.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.678e-04, size: 576, ETA: 2:41:49
2024-12-17 13:30:43.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.677e-04, size: 672, ETA: 2:41:47
2024-12-17 13:30:46.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.677e-04, size: 736, ETA: 2:41:45
2024-12-17 13:30:48.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.677e-04, size: 576, ETA: 2:41:42
2024-12-17 13:30:50.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.676e-04, size: 736, ETA: 2:41:40
2024-12-17 13:30:52.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.676e-04, size: 544, ETA: 2:41:38
2024-12-17 13:30:54.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.675e-04, size: 736, ETA: 2:41:36
2024-12-17 13:30:56.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.675e-04, size: 544, ETA: 2:41:33
2024-12-17 13:30:58.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.174s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.674e-04, size: 544, ETA: 2:41:31
2024-12-17 13:31:00.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.674e-04, size: 704, ETA: 2:41:29
2024-12-17 13:31:02.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.674e-04, size: 544, ETA: 2:41:27
2024-12-17 13:31:04.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.673e-04, size: 704, ETA: 2:41:24
2024-12-17 13:31:06.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.673e-04, size: 736, ETA: 2:41:22
2024-12-17 13:31:09.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.672e-04, size: 608, ETA: 2:41:20
2024-12-17 13:31:11.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.672e-04, size: 736, ETA: 2:41:18
2024-12-17 13:31:13.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.671e-04, size: 672, ETA: 2:41:16
2024-12-17 13:31:16.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.671e-04, size: 544, ETA: 2:41:13
2024-12-17 13:31:18.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.671e-04, size: 576, ETA: 2:41:11
2024-12-17 13:31:20.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.670e-04, size: 672, ETA: 2:41:09
2024-12-17 13:31:23.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.670e-04, size: 704, ETA: 2:41:07
2024-12-17 13:31:25.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.669e-04, size: 736, ETA: 2:41:05
2024-12-17 13:31:29.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.669e-04, size: 640, ETA: 2:41:03
2024-12-17 13:31:31.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.668e-04, size: 704, ETA: 2:41:01
2024-12-17 13:31:33.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.668e-04, size: 736, ETA: 2:40:58
2024-12-17 13:31:35.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.668e-04, size: 608, ETA: 2:40:56
2024-12-17 13:31:37.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.667e-04, size: 736, ETA: 2:40:54
2024-12-17 13:31:39.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.667e-04, size: 704, ETA: 2:40:52
2024-12-17 13:31:42.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.666e-04, size: 544, ETA: 2:40:49
2024-12-17 13:31:44.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.007s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.666e-04, size: 672, ETA: 2:40:47
2024-12-17 13:31:46.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.665e-04, size: 544, ETA: 2:40:45
2024-12-17 13:31:48.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.665e-04, size: 544, ETA: 2:40:43
2024-12-17 13:31:51.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.665e-04, size: 704, ETA: 2:40:41
2024-12-17 13:31:54.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.664e-04, size: 576, ETA: 2:40:39
2024-12-17 13:31:56.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.664e-04, size: 576, ETA: 2:40:36
2024-12-17 13:31:58.301 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 92/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.663e-04, size: 704, ETA: 2:40:34
2024-12-17 13:31:59.121 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 13:31:59.539 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch93
2024-12-17 13:32:01.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.663e-04, size: 544, ETA: 2:40:31
2024-12-17 13:32:03.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.662e-04, size: 576, ETA: 2:40:29
2024-12-17 13:32:05.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.662e-04, size: 544, ETA: 2:40:26
2024-12-17 13:32:07.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.661e-04, size: 704, ETA: 2:40:24
2024-12-17 13:32:09.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.661e-04, size: 544, ETA: 2:40:22
2024-12-17 13:32:11.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.661e-04, size: 544, ETA: 2:40:20
2024-12-17 13:32:13.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.660e-04, size: 640, ETA: 2:40:18
2024-12-17 13:32:16.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.660e-04, size: 736, ETA: 2:40:15
2024-12-17 13:32:18.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.659e-04, size: 704, ETA: 2:40:13
2024-12-17 13:32:21.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.659e-04, size: 576, ETA: 2:40:11
2024-12-17 13:32:23.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.658e-04, size: 576, ETA: 2:40:09
2024-12-17 13:32:25.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.658e-04, size: 544, ETA: 2:40:07
2024-12-17 13:32:27.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.658e-04, size: 704, ETA: 2:40:04
2024-12-17 13:32:29.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.657e-04, size: 544, ETA: 2:40:02
2024-12-17 13:32:31.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.657e-04, size: 640, ETA: 2:40:00
2024-12-17 13:32:33.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.656e-04, size: 608, ETA: 2:39:58
2024-12-17 13:32:35.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.656e-04, size: 704, ETA: 2:39:55
2024-12-17 13:32:38.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.656e-04, size: 672, ETA: 2:39:53
2024-12-17 13:32:40.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.655e-04, size: 576, ETA: 2:39:51
2024-12-17 13:32:42.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.655e-04, size: 640, ETA: 2:39:49
2024-12-17 13:32:46.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.318s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.654e-04, size: 736, ETA: 2:39:47
2024-12-17 13:32:48.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 220/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.654e-04, size: 576, ETA: 2:39:45
2024-12-17 13:32:50.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.653e-04, size: 704, ETA: 2:39:42
2024-12-17 13:32:52.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.653e-04, size: 640, ETA: 2:39:40
2024-12-17 13:32:54.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.653e-04, size: 672, ETA: 2:39:38
2024-12-17 13:32:56.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.652e-04, size: 704, ETA: 2:39:36
2024-12-17 13:32:58.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.652e-04, size: 576, ETA: 2:39:33
2024-12-17 13:33:00.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.651e-04, size: 640, ETA: 2:39:31
2024-12-17 13:33:02.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.651e-04, size: 608, ETA: 2:39:29
2024-12-17 13:33:05.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.651e-04, size: 704, ETA: 2:39:27
2024-12-17 13:33:08.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.650e-04, size: 704, ETA: 2:39:25
2024-12-17 13:33:10.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.650e-04, size: 672, ETA: 2:39:23
2024-12-17 13:33:13.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.649e-04, size: 736, ETA: 2:39:21
2024-12-17 13:33:15.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.649e-04, size: 736, ETA: 2:39:18
2024-12-17 13:33:17.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.648e-04, size: 544, ETA: 2:39:16
2024-12-17 13:33:19.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.648e-04, size: 640, ETA: 2:39:14
2024-12-17 13:33:21.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.648e-04, size: 576, ETA: 2:39:12
2024-12-17 13:33:23.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.647e-04, size: 672, ETA: 2:39:09
2024-12-17 13:33:25.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.647e-04, size: 544, ETA: 2:39:07
2024-12-17 13:33:27.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.646e-04, size: 544, ETA: 2:39:05
2024-12-17 13:33:29.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.646e-04, size: 576, ETA: 2:39:03
2024-12-17 13:33:32.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.646e-04, size: 576, ETA: 2:39:00
2024-12-17 13:33:34.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.645e-04, size: 608, ETA: 2:38:58
2024-12-17 13:33:37.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.645e-04, size: 576, ETA: 2:38:56
2024-12-17 13:33:39.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.644e-04, size: 672, ETA: 2:38:54
2024-12-17 13:33:41.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.644e-04, size: 672, ETA: 2:38:52
2024-12-17 13:33:43.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.643e-04, size: 576, ETA: 2:38:49
2024-12-17 13:33:46.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.643e-04, size: 704, ETA: 2:38:47
2024-12-17 13:33:48.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.643e-04, size: 544, ETA: 2:38:45
2024-12-17 13:33:50.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.642e-04, size: 704, ETA: 2:38:43
2024-12-17 13:33:52.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.642e-04, size: 736, ETA: 2:38:41
2024-12-17 13:33:55.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.641e-04, size: 544, ETA: 2:38:39
2024-12-17 13:33:57.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.641e-04, size: 576, ETA: 2:38:36
2024-12-17 13:34:00.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.641e-04, size: 576, ETA: 2:38:34
2024-12-17 13:34:03.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.640e-04, size: 736, ETA: 2:38:32
2024-12-17 13:34:05.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.640e-04, size: 608, ETA: 2:38:30
2024-12-17 13:34:07.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.639e-04, size: 736, ETA: 2:38:28
2024-12-17 13:34:09.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.639e-04, size: 576, ETA: 2:38:25
2024-12-17 13:34:11.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.639e-04, size: 576, ETA: 2:38:23
2024-12-17 13:34:13.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.638e-04, size: 640, ETA: 2:38:21
2024-12-17 13:34:15.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.638e-04, size: 704, ETA: 2:38:19
2024-12-17 13:34:18.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.637e-04, size: 736, ETA: 2:38:17
2024-12-17 13:34:20.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.637e-04, size: 672, ETA: 2:38:14
2024-12-17 13:34:23.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.636e-04, size: 608, ETA: 2:38:12
2024-12-17 13:34:26.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.636e-04, size: 672, ETA: 2:38:10
2024-12-17 13:34:28.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.636e-04, size: 640, ETA: 2:38:08
2024-12-17 13:34:30.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.635e-04, size: 672, ETA: 2:38:06
2024-12-17 13:34:32.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.635e-04, size: 704, ETA: 2:38:04
2024-12-17 13:34:34.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.634e-04, size: 608, ETA: 2:38:01
2024-12-17 13:34:36.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.634e-04, size: 576, ETA: 2:37:59
2024-12-17 13:34:38.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.634e-04, size: 640, ETA: 2:37:57
2024-12-17 13:34:40.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.633e-04, size: 608, ETA: 2:37:55
2024-12-17 13:34:43.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.633e-04, size: 736, ETA: 2:37:52
2024-12-17 13:34:45.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.632e-04, size: 608, ETA: 2:37:50
2024-12-17 13:34:47.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.632e-04, size: 704, ETA: 2:37:48
2024-12-17 13:34:49.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.632e-04, size: 576, ETA: 2:37:46
2024-12-17 13:34:52.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.631e-04, size: 672, ETA: 2:37:44
2024-12-17 13:34:55.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.631e-04, size: 544, ETA: 2:37:42
2024-12-17 13:34:57.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.630e-04, size: 704, ETA: 2:37:39
2024-12-17 13:35:00.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.630e-04, size: 704, ETA: 2:37:37
2024-12-17 13:35:02.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.630e-04, size: 608, ETA: 2:37:35
2024-12-17 13:35:04.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.629e-04, size: 608, ETA: 2:37:33
2024-12-17 13:35:07.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.629e-04, size: 736, ETA: 2:37:31
2024-12-17 13:35:10.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.628e-04, size: 576, ETA: 2:37:29
2024-12-17 13:35:12.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.628e-04, size: 544, ETA: 2:37:26
2024-12-17 13:35:14.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.628e-04, size: 544, ETA: 2:37:24
2024-12-17 13:35:16.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.627e-04, size: 544, ETA: 2:37:22
2024-12-17 13:35:18.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.627e-04, size: 640, ETA: 2:37:20
2024-12-17 13:35:20.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.626e-04, size: 608, ETA: 2:37:17
2024-12-17 13:35:22.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.626e-04, size: 704, ETA: 2:37:15
2024-12-17 13:35:24.594 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.625e-04, size: 544, ETA: 2:37:13
2024-12-17 13:35:26.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.625e-04, size: 672, ETA: 2:37:11
2024-12-17 13:35:29.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.625e-04, size: 736, ETA: 2:37:09
2024-12-17 13:35:31.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.624e-04, size: 736, ETA: 2:37:06
2024-12-17 13:35:34.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.624e-04, size: 640, ETA: 2:37:04
2024-12-17 13:35:36.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.623e-04, size: 544, ETA: 2:37:02
2024-12-17 13:35:39.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 970/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.623e-04, size: 704, ETA: 2:37:00
2024-12-17 13:35:41.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.623e-04, size: 736, ETA: 2:36:58
2024-12-17 13:35:44.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.622e-04, size: 704, ETA: 2:36:56
2024-12-17 13:35:46.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.622e-04, size: 640, ETA: 2:36:53
2024-12-17 13:35:48.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.621e-04, size: 544, ETA: 2:36:51
2024-12-17 13:35:50.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.621e-04, size: 704, ETA: 2:36:49
2024-12-17 13:35:52.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.621e-04, size: 704, ETA: 2:36:47
2024-12-17 13:35:55.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.620e-04, size: 544, ETA: 2:36:45
2024-12-17 13:35:57.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.620e-04, size: 608, ETA: 2:36:42
2024-12-17 13:36:00.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.619e-04, size: 672, ETA: 2:36:40
2024-12-17 13:36:03.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.619e-04, size: 736, ETA: 2:36:38
2024-12-17 13:36:05.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.619e-04, size: 608, ETA: 2:36:36
2024-12-17 13:36:07.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.618e-04, size: 704, ETA: 2:36:34
2024-12-17 13:36:09.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.618e-04, size: 704, ETA: 2:36:32
2024-12-17 13:36:12.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.617e-04, size: 672, ETA: 2:36:30
2024-12-17 13:36:14.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.617e-04, size: 704, ETA: 2:36:27
2024-12-17 13:36:16.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.617e-04, size: 544, ETA: 2:36:25
2024-12-17 13:36:19.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.616e-04, size: 672, ETA: 2:36:23
2024-12-17 13:36:21.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.616e-04, size: 608, ETA: 2:36:21
2024-12-17 13:36:24.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.615e-04, size: 704, ETA: 2:36:19
2024-12-17 13:36:27.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.322s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.615e-04, size: 736, ETA: 2:36:17
2024-12-17 13:36:30.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.615e-04, size: 608, ETA: 2:36:14
2024-12-17 13:36:31.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.614e-04, size: 640, ETA: 2:36:12
2024-12-17 13:36:33.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.614e-04, size: 608, ETA: 2:36:10
2024-12-17 13:36:35.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.613e-04, size: 704, ETA: 2:36:08
2024-12-17 13:36:37.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.613e-04, size: 736, ETA: 2:36:05
2024-12-17 13:36:39.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.613e-04, size: 640, ETA: 2:36:03
2024-12-17 13:36:41.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.612e-04, size: 608, ETA: 2:36:01
2024-12-17 13:36:43.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.612e-04, size: 640, ETA: 2:35:59
2024-12-17 13:36:45.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.611e-04, size: 608, ETA: 2:35:56
2024-12-17 13:36:48.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.611e-04, size: 736, ETA: 2:35:54
2024-12-17 13:36:51.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.611e-04, size: 640, ETA: 2:35:52
2024-12-17 13:36:53.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.610e-04, size: 608, ETA: 2:35:50
2024-12-17 13:36:55.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.610e-04, size: 672, ETA: 2:35:48
2024-12-17 13:36:57.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.609e-04, size: 704, ETA: 2:35:45
2024-12-17 13:36:59.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.609e-04, size: 576, ETA: 2:35:43
2024-12-17 13:37:01.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.609e-04, size: 576, ETA: 2:35:41
2024-12-17 13:37:03.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.608e-04, size: 672, ETA: 2:35:39
2024-12-17 13:37:05.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.608e-04, size: 576, ETA: 2:35:36
2024-12-17 13:37:07.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.608e-04, size: 544, ETA: 2:35:34
2024-12-17 13:37:10.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.607e-04, size: 704, ETA: 2:35:32
2024-12-17 13:37:12.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.607e-04, size: 608, ETA: 2:35:30
2024-12-17 13:37:14.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.606e-04, size: 640, ETA: 2:35:28
2024-12-17 13:37:17.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.606e-04, size: 640, ETA: 2:35:26
2024-12-17 13:37:19.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.606e-04, size: 640, ETA: 2:35:23
2024-12-17 13:37:21.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.605e-04, size: 608, ETA: 2:35:21
2024-12-17 13:37:23.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.605e-04, size: 736, ETA: 2:35:19
2024-12-17 13:37:26.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.604e-04, size: 736, ETA: 2:35:17
2024-12-17 13:37:27.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.604e-04, size: 640, ETA: 2:35:14
2024-12-17 13:37:29.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.604e-04, size: 640, ETA: 2:35:12
2024-12-17 13:37:32.124 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.603e-04, size: 736, ETA: 2:35:10
2024-12-17 13:37:34.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.603e-04, size: 640, ETA: 2:35:08
2024-12-17 13:37:36.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.602e-04, size: 640, ETA: 2:35:06
2024-12-17 13:37:39.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.602e-04, size: 576, ETA: 2:35:03
2024-12-17 13:37:41.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.602e-04, size: 576, ETA: 2:35:01
2024-12-17 13:37:44.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.601e-04, size: 704, ETA: 2:34:59
2024-12-17 13:37:46.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.601e-04, size: 736, ETA: 2:34:57
2024-12-17 13:37:48.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.600e-04, size: 640, ETA: 2:34:55
2024-12-17 13:37:50.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.600e-04, size: 640, ETA: 2:34:52
2024-12-17 13:37:52.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.600e-04, size: 544, ETA: 2:34:50
2024-12-17 13:37:54.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.599e-04, size: 736, ETA: 2:34:48
2024-12-17 13:37:56.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.599e-04, size: 576, ETA: 2:34:46
2024-12-17 13:37:58.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.598e-04, size: 736, ETA: 2:34:43
2024-12-17 13:38:01.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.598e-04, size: 608, ETA: 2:34:41
2024-12-17 13:38:03.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.598e-04, size: 640, ETA: 2:34:39
2024-12-17 13:38:05.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.597e-04, size: 736, ETA: 2:34:37
2024-12-17 13:38:08.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.597e-04, size: 704, ETA: 2:34:35
2024-12-17 13:38:10.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.597e-04, size: 576, ETA: 2:34:33
2024-12-17 13:38:12.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.596e-04, size: 640, ETA: 2:34:30
2024-12-17 13:38:14.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.596e-04, size: 608, ETA: 2:34:28
2024-12-17 13:38:16.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.595e-04, size: 544, ETA: 2:34:26
2024-12-17 13:38:18.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.595e-04, size: 640, ETA: 2:34:24
2024-12-17 13:38:20.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.595e-04, size: 736, ETA: 2:34:21
2024-12-17 13:38:23.173 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.594e-04, size: 736, ETA: 2:34:19
2024-12-17 13:38:25.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.594e-04, size: 704, ETA: 2:34:17
2024-12-17 13:38:27.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.593e-04, size: 576, ETA: 2:34:15
2024-12-17 13:38:30.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.593e-04, size: 576, ETA: 2:34:13
2024-12-17 13:38:32.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.593e-04, size: 672, ETA: 2:34:11
2024-12-17 13:38:34.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.592e-04, size: 576, ETA: 2:34:08
2024-12-17 13:38:36.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.592e-04, size: 576, ETA: 2:34:06
2024-12-17 13:38:38.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.592e-04, size: 544, ETA: 2:34:04
2024-12-17 13:38:40.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.591e-04, size: 544, ETA: 2:34:01
2024-12-17 13:38:42.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.591e-04, size: 640, ETA: 2:33:59
2024-12-17 13:38:44.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.590e-04, size: 640, ETA: 2:33:57
2024-12-17 13:38:47.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.590e-04, size: 576, ETA: 2:33:55
2024-12-17 13:38:49.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.590e-04, size: 608, ETA: 2:33:53
2024-12-17 13:38:52.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.589e-04, size: 608, ETA: 2:33:51
2024-12-17 13:38:54.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.589e-04, size: 576, ETA: 2:33:48
2024-12-17 13:38:57.309 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.588e-04, size: 544, ETA: 2:33:46
2024-12-17 13:38:59.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.588e-04, size: 640, ETA: 2:33:44
2024-12-17 13:39:01.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.588e-04, size: 640, ETA: 2:33:42
2024-12-17 13:39:03.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.587e-04, size: 576, ETA: 2:33:40
2024-12-17 13:39:05.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.587e-04, size: 608, ETA: 2:33:37
2024-12-17 13:39:08.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.587e-04, size: 736, ETA: 2:33:35
2024-12-17 13:39:10.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.586e-04, size: 736, ETA: 2:33:33
2024-12-17 13:39:13.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.586e-04, size: 672, ETA: 2:33:31
2024-12-17 13:39:15.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.585e-04, size: 608, ETA: 2:33:29
2024-12-17 13:39:18.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.585e-04, size: 576, ETA: 2:33:27
2024-12-17 13:39:20.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.585e-04, size: 576, ETA: 2:33:24
2024-12-17 13:39:23.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.584e-04, size: 640, ETA: 2:33:22
2024-12-17 13:39:25.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.584e-04, size: 672, ETA: 2:33:20
2024-12-17 13:39:27.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.583e-04, size: 704, ETA: 2:33:18
2024-12-17 13:39:29.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.583e-04, size: 640, ETA: 2:33:16
2024-12-17 13:39:31.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.583e-04, size: 640, ETA: 2:33:13
2024-12-17 13:39:33.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.582e-04, size: 640, ETA: 2:33:11
2024-12-17 13:39:35.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.582e-04, size: 736, ETA: 2:33:09
2024-12-17 13:39:37.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.582e-04, size: 576, ETA: 2:33:07
2024-12-17 13:39:39.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.581e-04, size: 640, ETA: 2:33:04
2024-12-17 13:39:42.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.581e-04, size: 704, ETA: 2:33:02
2024-12-17 13:39:44.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.580e-04, size: 544, ETA: 2:33:00
2024-12-17 13:39:46.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.580e-04, size: 608, ETA: 2:32:58
2024-12-17 13:39:48.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.580e-04, size: 544, ETA: 2:32:56
2024-12-17 13:39:50.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.579e-04, size: 544, ETA: 2:32:53
2024-12-17 13:39:52.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.579e-04, size: 608, ETA: 2:32:51
2024-12-17 13:39:55.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.579e-04, size: 704, ETA: 2:32:49
2024-12-17 13:39:57.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.578e-04, size: 640, ETA: 2:32:47
2024-12-17 13:39:59.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.578e-04, size: 672, ETA: 2:32:44
2024-12-17 13:40:01.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.577e-04, size: 608, ETA: 2:32:42
2024-12-17 13:40:03.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.577e-04, size: 576, ETA: 2:32:40
2024-12-17 13:40:05.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.577e-04, size: 576, ETA: 2:32:38
2024-12-17 13:40:08.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.576e-04, size: 672, ETA: 2:32:36
2024-12-17 13:40:10.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.576e-04, size: 640, ETA: 2:32:33
2024-12-17 13:40:13.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.576e-04, size: 736, ETA: 2:32:31
2024-12-17 13:40:15.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.575e-04, size: 576, ETA: 2:32:29
2024-12-17 13:40:17.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.575e-04, size: 640, ETA: 2:32:27
2024-12-17 13:40:19.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.574e-04, size: 640, ETA: 2:32:25
2024-12-17 13:40:21.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.574e-04, size: 544, ETA: 2:32:22
2024-12-17 13:40:23.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.574e-04, size: 608, ETA: 2:32:20
2024-12-17 13:40:25.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.573e-04, size: 704, ETA: 2:32:18
2024-12-17 13:40:27.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.573e-04, size: 576, ETA: 2:32:16
2024-12-17 13:40:29.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.572e-04, size: 608, ETA: 2:32:13
2024-12-17 13:40:32.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.572e-04, size: 704, ETA: 2:32:11
2024-12-17 13:40:34.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.572e-04, size: 608, ETA: 2:32:09
2024-12-17 13:40:35.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.571e-04, size: 704, ETA: 2:32:07
2024-12-17 13:40:38.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.571e-04, size: 672, ETA: 2:32:04
2024-12-17 13:40:40.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.571e-04, size: 640, ETA: 2:32:02
2024-12-17 13:40:42.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.570e-04, size: 672, ETA: 2:32:00
2024-12-17 13:40:45.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.570e-04, size: 544, ETA: 2:31:58
2024-12-17 13:40:48.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.372s, data_time: 0.125s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.570e-04, size: 672, ETA: 2:31:56
2024-12-17 13:40:51.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.008s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.569e-04, size: 576, ETA: 2:31:54
2024-12-17 13:40:53.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.569e-04, size: 672, ETA: 2:31:51
2024-12-17 13:40:55.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.568e-04, size: 608, ETA: 2:31:49
2024-12-17 13:40:57.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.568e-04, size: 608, ETA: 2:31:47
2024-12-17 13:40:59.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.568e-04, size: 704, ETA: 2:31:45
2024-12-17 13:41:01.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.567e-04, size: 608, ETA: 2:31:43
2024-12-17 13:41:03.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 93/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.567e-04, size: 736, ETA: 2:31:40
2024-12-17 13:41:04.167 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 13:41:04.592 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch94
2024-12-17 13:41:06.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.566e-04, size: 736, ETA: 2:31:37
2024-12-17 13:41:08.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.566e-04, size: 576, ETA: 2:31:35
2024-12-17 13:41:11.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.566e-04, size: 608, ETA: 2:31:33
2024-12-17 13:41:13.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.565e-04, size: 672, ETA: 2:31:31
2024-12-17 13:41:15.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.565e-04, size: 640, ETA: 2:31:28
2024-12-17 13:41:17.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.565e-04, size: 544, ETA: 2:31:26
2024-12-17 13:41:19.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.564e-04, size: 544, ETA: 2:31:24
2024-12-17 13:41:21.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.564e-04, size: 640, ETA: 2:31:22
2024-12-17 13:41:23.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.563e-04, size: 608, ETA: 2:31:19
2024-12-17 13:41:25.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.563e-04, size: 640, ETA: 2:31:17
2024-12-17 13:41:27.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.563e-04, size: 576, ETA: 2:31:15
2024-12-17 13:41:29.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.562e-04, size: 576, ETA: 2:31:13
2024-12-17 13:41:31.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.562e-04, size: 608, ETA: 2:31:10
2024-12-17 13:41:34.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.562e-04, size: 704, ETA: 2:31:08
2024-12-17 13:41:37.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.561e-04, size: 576, ETA: 2:31:06
2024-12-17 13:41:39.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.561e-04, size: 736, ETA: 2:31:04
2024-12-17 13:41:42.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.560e-04, size: 608, ETA: 2:31:02
2024-12-17 13:41:44.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.560e-04, size: 704, ETA: 2:31:00
2024-12-17 13:41:46.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.560e-04, size: 640, ETA: 2:30:57
2024-12-17 13:41:48.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.559e-04, size: 736, ETA: 2:30:55
2024-12-17 13:41:51.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.559e-04, size: 608, ETA: 2:30:53
2024-12-17 13:41:53.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.559e-04, size: 672, ETA: 2:30:51
2024-12-17 13:41:55.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.558e-04, size: 608, ETA: 2:30:49
2024-12-17 13:41:57.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.558e-04, size: 672, ETA: 2:30:46
2024-12-17 13:41:59.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.558e-04, size: 736, ETA: 2:30:44
2024-12-17 13:42:01.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.557e-04, size: 608, ETA: 2:30:42
2024-12-17 13:42:03.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.557e-04, size: 704, ETA: 2:30:40
2024-12-17 13:42:06.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.556e-04, size: 576, ETA: 2:30:37
2024-12-17 13:42:08.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.556e-04, size: 576, ETA: 2:30:35
2024-12-17 13:42:10.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.556e-04, size: 608, ETA: 2:30:33
2024-12-17 13:42:12.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.555e-04, size: 736, ETA: 2:30:31
2024-12-17 13:42:15.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.555e-04, size: 704, ETA: 2:30:29
2024-12-17 13:42:17.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.555e-04, size: 672, ETA: 2:30:27
2024-12-17 13:42:19.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.554e-04, size: 576, ETA: 2:30:24
2024-12-17 13:42:22.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.554e-04, size: 704, ETA: 2:30:22
2024-12-17 13:42:24.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.554e-04, size: 672, ETA: 2:30:20
2024-12-17 13:42:26.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.553e-04, size: 672, ETA: 2:30:18
2024-12-17 13:42:29.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.553e-04, size: 576, ETA: 2:30:16
2024-12-17 13:42:31.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.552e-04, size: 736, ETA: 2:30:13
2024-12-17 13:42:34.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.552e-04, size: 736, ETA: 2:30:11
2024-12-17 13:42:36.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.552e-04, size: 576, ETA: 2:30:09
2024-12-17 13:42:39.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.551e-04, size: 640, ETA: 2:30:07
2024-12-17 13:42:42.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.551e-04, size: 672, ETA: 2:30:05
2024-12-17 13:42:44.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.551e-04, size: 640, ETA: 2:30:03
2024-12-17 13:42:46.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.550e-04, size: 544, ETA: 2:30:01
2024-12-17 13:42:48.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.550e-04, size: 608, ETA: 2:29:58
2024-12-17 13:42:50.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.192s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.550e-04, size: 672, ETA: 2:29:56
2024-12-17 13:42:52.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.549e-04, size: 544, ETA: 2:29:54
2024-12-17 13:42:55.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.549e-04, size: 640, ETA: 2:29:52
2024-12-17 13:42:57.097 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.548e-04, size: 736, ETA: 2:29:49
2024-12-17 13:42:59.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.548e-04, size: 576, ETA: 2:29:47
2024-12-17 13:43:02.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.548e-04, size: 672, ETA: 2:29:45
2024-12-17 13:43:04.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.547e-04, size: 608, ETA: 2:29:43
2024-12-17 13:43:06.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.547e-04, size: 544, ETA: 2:29:41
2024-12-17 13:43:09.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.547e-04, size: 672, ETA: 2:29:38
2024-12-17 13:43:11.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.546e-04, size: 640, ETA: 2:29:36
2024-12-17 13:43:13.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.546e-04, size: 640, ETA: 2:29:34
2024-12-17 13:43:15.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.546e-04, size: 672, ETA: 2:29:32
2024-12-17 13:43:17.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.545e-04, size: 704, ETA: 2:29:30
2024-12-17 13:43:19.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.545e-04, size: 608, ETA: 2:29:27
2024-12-17 13:43:21.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.544e-04, size: 544, ETA: 2:29:25
2024-12-17 13:43:23.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.544e-04, size: 640, ETA: 2:29:23
2024-12-17 13:43:26.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.544e-04, size: 640, ETA: 2:29:21
2024-12-17 13:43:28.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.543e-04, size: 736, ETA: 2:29:18
2024-12-17 13:43:31.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.543e-04, size: 576, ETA: 2:29:16
2024-12-17 13:43:34.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.543e-04, size: 736, ETA: 2:29:14
2024-12-17 13:43:36.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.542e-04, size: 736, ETA: 2:29:12
2024-12-17 13:43:38.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.542e-04, size: 608, ETA: 2:29:10
2024-12-17 13:43:40.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.542e-04, size: 704, ETA: 2:29:08
2024-12-17 13:43:42.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.541e-04, size: 576, ETA: 2:29:05
2024-12-17 13:43:45.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.541e-04, size: 608, ETA: 2:29:03
2024-12-17 13:43:47.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.541e-04, size: 736, ETA: 2:29:01
2024-12-17 13:43:49.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.540e-04, size: 736, ETA: 2:28:59
2024-12-17 13:43:51.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.540e-04, size: 544, ETA: 2:28:56
2024-12-17 13:43:53.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.539e-04, size: 640, ETA: 2:28:54
2024-12-17 13:43:55.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.539e-04, size: 576, ETA: 2:28:52
2024-12-17 13:43:58.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.539e-04, size: 576, ETA: 2:28:50
2024-12-17 13:44:00.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.538e-04, size: 704, ETA: 2:28:48
2024-12-17 13:44:03.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.538e-04, size: 544, ETA: 2:28:46
2024-12-17 13:44:05.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.538e-04, size: 608, ETA: 2:28:43
2024-12-17 13:44:07.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.537e-04, size: 608, ETA: 2:28:41
2024-12-17 13:44:09.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.537e-04, size: 736, ETA: 2:28:39
2024-12-17 13:44:11.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.537e-04, size: 672, ETA: 2:28:37
2024-12-17 13:44:13.767 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.536e-04, size: 640, ETA: 2:28:34
2024-12-17 13:44:16.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.536e-04, size: 672, ETA: 2:28:32
2024-12-17 13:44:18.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.536e-04, size: 576, ETA: 2:28:30
2024-12-17 13:44:21.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.535e-04, size: 736, ETA: 2:28:28
2024-12-17 13:44:24.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.535e-04, size: 608, ETA: 2:28:26
2024-12-17 13:44:26.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.535e-04, size: 608, ETA: 2:28:24
2024-12-17 13:44:28.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.534e-04, size: 640, ETA: 2:28:21
2024-12-17 13:44:30.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.534e-04, size: 608, ETA: 2:28:19
2024-12-17 13:44:32.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.533e-04, size: 672, ETA: 2:28:17
2024-12-17 13:44:34.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.533e-04, size: 672, ETA: 2:28:15
2024-12-17 13:44:36.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.533e-04, size: 576, ETA: 2:28:12
2024-12-17 13:44:38.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.532e-04, size: 736, ETA: 2:28:10
2024-12-17 13:44:40.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.532e-04, size: 736, ETA: 2:28:08
2024-12-17 13:44:43.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.532e-04, size: 704, ETA: 2:28:06
2024-12-17 13:44:45.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.531e-04, size: 576, ETA: 2:28:04
2024-12-17 13:44:47.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.531e-04, size: 672, ETA: 2:28:01
2024-12-17 13:44:50.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.531e-04, size: 672, ETA: 2:27:59
2024-12-17 13:44:53.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.530e-04, size: 544, ETA: 2:27:57
2024-12-17 13:44:55.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.530e-04, size: 608, ETA: 2:27:55
2024-12-17 13:44:57.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.530e-04, size: 704, ETA: 2:27:53
2024-12-17 13:44:59.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.529e-04, size: 544, ETA: 2:27:51
2024-12-17 13:45:01.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.529e-04, size: 704, ETA: 2:27:48
2024-12-17 13:45:03.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.529e-04, size: 576, ETA: 2:27:46
2024-12-17 13:45:05.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.528e-04, size: 672, ETA: 2:27:44
2024-12-17 13:45:07.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.528e-04, size: 736, ETA: 2:27:42
2024-12-17 13:45:10.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.528e-04, size: 672, ETA: 2:27:39
2024-12-17 13:45:12.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.527e-04, size: 608, ETA: 2:27:37
2024-12-17 13:45:14.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.527e-04, size: 576, ETA: 2:27:35
2024-12-17 13:45:16.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.526e-04, size: 736, ETA: 2:27:33
2024-12-17 13:45:19.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.526e-04, size: 640, ETA: 2:27:31
2024-12-17 13:45:21.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.526e-04, size: 640, ETA: 2:27:28
2024-12-17 13:45:23.904 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.525e-04, size: 704, ETA: 2:27:26
2024-12-17 13:45:26.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.525e-04, size: 736, ETA: 2:27:24
2024-12-17 13:45:28.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.525e-04, size: 736, ETA: 2:27:22
2024-12-17 13:45:31.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.524e-04, size: 544, ETA: 2:27:20
2024-12-17 13:45:33.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.524e-04, size: 608, ETA: 2:27:18
2024-12-17 13:45:36.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.524e-04, size: 608, ETA: 2:27:15
2024-12-17 13:45:38.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.523e-04, size: 576, ETA: 2:27:13
2024-12-17 13:45:40.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.523e-04, size: 576, ETA: 2:27:11
2024-12-17 13:45:43.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.523e-04, size: 608, ETA: 2:27:09
2024-12-17 13:45:45.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.522e-04, size: 544, ETA: 2:27:07
2024-12-17 13:45:48.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.276s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.522e-04, size: 544, ETA: 2:27:05
2024-12-17 13:45:51.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.522e-04, size: 704, ETA: 2:27:02
2024-12-17 13:45:53.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.221s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.521e-04, size: 704, ETA: 2:27:00
2024-12-17 13:45:55.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.521e-04, size: 736, ETA: 2:26:58
2024-12-17 13:45:57.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.521e-04, size: 640, ETA: 2:26:56
2024-12-17 13:45:59.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.520e-04, size: 544, ETA: 2:26:54
2024-12-17 13:46:01.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.520e-04, size: 608, ETA: 2:26:51
2024-12-17 13:46:03.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.520e-04, size: 640, ETA: 2:26:49
2024-12-17 13:46:06.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.519e-04, size: 736, ETA: 2:26:47
2024-12-17 13:46:08.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.519e-04, size: 576, ETA: 2:26:45
2024-12-17 13:46:11.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.519e-04, size: 640, ETA: 2:26:43
2024-12-17 13:46:13.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.518e-04, size: 704, ETA: 2:26:40
2024-12-17 13:46:16.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.518e-04, size: 640, ETA: 2:26:38
2024-12-17 13:46:18.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.518e-04, size: 672, ETA: 2:26:36
2024-12-17 13:46:20.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.517e-04, size: 576, ETA: 2:26:34
2024-12-17 13:46:22.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.517e-04, size: 672, ETA: 2:26:32
2024-12-17 13:46:25.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.516e-04, size: 640, ETA: 2:26:29
2024-12-17 13:46:27.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.516e-04, size: 736, ETA: 2:26:27
2024-12-17 13:46:29.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.516e-04, size: 608, ETA: 2:26:25
2024-12-17 13:46:31.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.515e-04, size: 544, ETA: 2:26:23
2024-12-17 13:46:34.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.515e-04, size: 608, ETA: 2:26:21
2024-12-17 13:46:36.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.515e-04, size: 640, ETA: 2:26:18
2024-12-17 13:46:39.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.514e-04, size: 608, ETA: 2:26:16
2024-12-17 13:46:41.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.514e-04, size: 576, ETA: 2:26:14
2024-12-17 13:46:43.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.514e-04, size: 704, ETA: 2:26:12
2024-12-17 13:46:45.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.513e-04, size: 672, ETA: 2:26:10
2024-12-17 13:46:48.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.513e-04, size: 640, ETA: 2:26:08
2024-12-17 13:46:50.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.513e-04, size: 608, ETA: 2:26:05
2024-12-17 13:46:52.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.512e-04, size: 576, ETA: 2:26:03
2024-12-17 13:46:54.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.512e-04, size: 672, ETA: 2:26:01
2024-12-17 13:46:56.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.512e-04, size: 576, ETA: 2:25:59
2024-12-17 13:46:59.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.511e-04, size: 608, ETA: 2:25:56
2024-12-17 13:47:01.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.511e-04, size: 544, ETA: 2:25:54
2024-12-17 13:47:04.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.511e-04, size: 544, ETA: 2:25:52
2024-12-17 13:47:06.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.510e-04, size: 544, ETA: 2:25:50
2024-12-17 13:47:08.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.510e-04, size: 736, ETA: 2:25:48
2024-12-17 13:47:10.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.510e-04, size: 608, ETA: 2:25:46
2024-12-17 13:47:12.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.509e-04, size: 672, ETA: 2:25:43
2024-12-17 13:47:15.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.509e-04, size: 640, ETA: 2:25:41
2024-12-17 13:47:17.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.509e-04, size: 608, ETA: 2:25:39
2024-12-17 13:47:18.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.508e-04, size: 576, ETA: 2:25:37
2024-12-17 13:47:20.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.508e-04, size: 608, ETA: 2:25:34
2024-12-17 13:47:22.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.508e-04, size: 736, ETA: 2:25:32
2024-12-17 13:47:25.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.507e-04, size: 704, ETA: 2:25:30
2024-12-17 13:47:27.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.507e-04, size: 640, ETA: 2:25:28
2024-12-17 13:47:29.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.507e-04, size: 672, ETA: 2:25:25
2024-12-17 13:47:31.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.506e-04, size: 544, ETA: 2:25:23
2024-12-17 13:47:34.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.506e-04, size: 704, ETA: 2:25:21
2024-12-17 13:47:36.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.506e-04, size: 640, ETA: 2:25:19
2024-12-17 13:47:38.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.505e-04, size: 704, ETA: 2:25:17
2024-12-17 13:47:40.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.505e-04, size: 608, ETA: 2:25:14
2024-12-17 13:47:42.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.505e-04, size: 640, ETA: 2:25:12
2024-12-17 13:47:44.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.504e-04, size: 576, ETA: 2:25:10
2024-12-17 13:47:47.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.504e-04, size: 608, ETA: 2:25:08
2024-12-17 13:47:49.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.504e-04, size: 672, ETA: 2:25:06
2024-12-17 13:47:52.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.503e-04, size: 736, ETA: 2:25:03
2024-12-17 13:47:54.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.503e-04, size: 736, ETA: 2:25:01
2024-12-17 13:47:56.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.503e-04, size: 544, ETA: 2:24:59
2024-12-17 13:47:58.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.502e-04, size: 704, ETA: 2:24:57
2024-12-17 13:48:01.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.502e-04, size: 608, ETA: 2:24:55
2024-12-17 13:48:03.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.502e-04, size: 608, ETA: 2:24:52
2024-12-17 13:48:05.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.501e-04, size: 672, ETA: 2:24:50
2024-12-17 13:48:07.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.501e-04, size: 736, ETA: 2:24:48
2024-12-17 13:48:10.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.501e-04, size: 672, ETA: 2:24:46
2024-12-17 13:48:13.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.500e-04, size: 544, ETA: 2:24:44
2024-12-17 13:48:16.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.500e-04, size: 672, ETA: 2:24:42
2024-12-17 13:48:18.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.500e-04, size: 544, ETA: 2:24:39
2024-12-17 13:48:19.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.499e-04, size: 704, ETA: 2:24:37
2024-12-17 13:48:22.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.499e-04, size: 704, ETA: 2:24:35
2024-12-17 13:48:23.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.499e-04, size: 704, ETA: 2:24:33
2024-12-17 13:48:26.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.498e-04, size: 576, ETA: 2:24:30
2024-12-17 13:48:27.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.498e-04, size: 640, ETA: 2:24:28
2024-12-17 13:48:30.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.498e-04, size: 544, ETA: 2:24:26
2024-12-17 13:48:32.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.497e-04, size: 544, ETA: 2:24:24
2024-12-17 13:48:34.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.497e-04, size: 576, ETA: 2:24:21
2024-12-17 13:48:36.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.497e-04, size: 576, ETA: 2:24:19
2024-12-17 13:48:39.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.496e-04, size: 544, ETA: 2:24:17
2024-12-17 13:48:42.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.496e-04, size: 672, ETA: 2:24:15
2024-12-17 13:48:44.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.496e-04, size: 576, ETA: 2:24:13
2024-12-17 13:48:46.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.495e-04, size: 704, ETA: 2:24:11
2024-12-17 13:48:48.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.495e-04, size: 576, ETA: 2:24:08
2024-12-17 13:48:50.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.495e-04, size: 544, ETA: 2:24:06
2024-12-17 13:48:52.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.494e-04, size: 736, ETA: 2:24:04
2024-12-17 13:48:54.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.494e-04, size: 608, ETA: 2:24:02
2024-12-17 13:48:56.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.494e-04, size: 608, ETA: 2:23:59
2024-12-17 13:48:59.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.493e-04, size: 608, ETA: 2:23:57
2024-12-17 13:49:02.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.493e-04, size: 544, ETA: 2:23:55
2024-12-17 13:49:05.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.493e-04, size: 640, ETA: 2:23:53
2024-12-17 13:49:07.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.492e-04, size: 608, ETA: 2:23:51
2024-12-17 13:49:09.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.492e-04, size: 736, ETA: 2:23:49
2024-12-17 13:49:11.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.492e-04, size: 544, ETA: 2:23:46
2024-12-17 13:49:14.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.491e-04, size: 640, ETA: 2:23:44
2024-12-17 13:49:16.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.491e-04, size: 640, ETA: 2:23:42
2024-12-17 13:49:18.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.491e-04, size: 672, ETA: 2:23:40
2024-12-17 13:49:20.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.491e-04, size: 544, ETA: 2:23:38
2024-12-17 13:49:23.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.490e-04, size: 672, ETA: 2:23:35
2024-12-17 13:49:25.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.490e-04, size: 640, ETA: 2:23:33
2024-12-17 13:49:28.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.490e-04, size: 704, ETA: 2:23:31
2024-12-17 13:49:30.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.489e-04, size: 736, ETA: 2:23:29
2024-12-17 13:49:32.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.489e-04, size: 640, ETA: 2:23:27
2024-12-17 13:49:34.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.489e-04, size: 704, ETA: 2:23:25
2024-12-17 13:49:36.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.488e-04, size: 576, ETA: 2:23:22
2024-12-17 13:49:38.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.488e-04, size: 672, ETA: 2:23:20
2024-12-17 13:49:41.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.488e-04, size: 736, ETA: 2:23:18
2024-12-17 13:49:43.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.487e-04, size: 544, ETA: 2:23:16
2024-12-17 13:49:45.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.487e-04, size: 736, ETA: 2:23:13
2024-12-17 13:49:48.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.487e-04, size: 576, ETA: 2:23:11
2024-12-17 13:49:50.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.486e-04, size: 640, ETA: 2:23:09
2024-12-17 13:49:53.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.486e-04, size: 576, ETA: 2:23:07
2024-12-17 13:49:56.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.486e-04, size: 544, ETA: 2:23:05
2024-12-17 13:49:58.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.485e-04, size: 736, ETA: 2:23:03
2024-12-17 13:50:00.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.485e-04, size: 736, ETA: 2:23:00
2024-12-17 13:50:02.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.485e-04, size: 608, ETA: 2:22:58
2024-12-17 13:50:05.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.484e-04, size: 576, ETA: 2:22:56
2024-12-17 13:50:08.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.484e-04, size: 576, ETA: 2:22:54
2024-12-17 13:50:10.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.484e-04, size: 544, ETA: 2:22:52
2024-12-17 13:50:12.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.483e-04, size: 704, ETA: 2:22:50
2024-12-17 13:50:15.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 94/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.483e-04, size: 704, ETA: 2:22:47
2024-12-17 13:50:16.139 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 13:50:16.570 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch95
2024-12-17 13:50:18.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.483e-04, size: 672, ETA: 2:22:44
2024-12-17 13:50:20.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.482e-04, size: 544, ETA: 2:22:42
2024-12-17 13:50:22.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.482e-04, size: 544, ETA: 2:22:40
2024-12-17 13:50:24.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.482e-04, size: 704, ETA: 2:22:38
2024-12-17 13:50:26.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.481e-04, size: 736, ETA: 2:22:35
2024-12-17 13:50:29.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.481e-04, size: 704, ETA: 2:22:33
2024-12-17 13:50:31.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.481e-04, size: 576, ETA: 2:22:31
2024-12-17 13:50:33.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.480e-04, size: 640, ETA: 2:22:29
2024-12-17 13:50:36.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.480e-04, size: 544, ETA: 2:22:27
2024-12-17 13:50:38.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.480e-04, size: 544, ETA: 2:22:24
2024-12-17 13:50:40.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.479e-04, size: 576, ETA: 2:22:22
2024-12-17 13:50:42.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.479e-04, size: 736, ETA: 2:22:20
2024-12-17 13:50:45.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.479e-04, size: 576, ETA: 2:22:18
2024-12-17 13:50:47.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.479e-04, size: 576, ETA: 2:22:16
2024-12-17 13:50:49.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.478e-04, size: 736, ETA: 2:22:13
2024-12-17 13:50:50.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.478e-04, size: 576, ETA: 2:22:11
2024-12-17 13:50:53.268 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.478e-04, size: 672, ETA: 2:22:09
2024-12-17 13:50:55.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.477e-04, size: 608, ETA: 2:22:07
2024-12-17 13:50:58.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.477e-04, size: 608, ETA: 2:22:04
2024-12-17 13:51:00.967 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.477e-04, size: 640, ETA: 2:22:02
2024-12-17 13:51:03.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.476e-04, size: 736, ETA: 2:22:00
2024-12-17 13:51:05.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.476e-04, size: 704, ETA: 2:21:58
2024-12-17 13:51:08.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.476e-04, size: 704, ETA: 2:21:56
2024-12-17 13:51:10.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.475e-04, size: 640, ETA: 2:21:54
2024-12-17 13:51:12.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.475e-04, size: 544, ETA: 2:21:51
2024-12-17 13:51:15.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.475e-04, size: 672, ETA: 2:21:49
2024-12-17 13:51:17.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.474e-04, size: 736, ETA: 2:21:47
2024-12-17 13:51:20.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.474e-04, size: 608, ETA: 2:21:45
2024-12-17 13:51:22.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.474e-04, size: 640, ETA: 2:21:43
2024-12-17 13:51:24.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.474e-04, size: 544, ETA: 2:21:41
2024-12-17 13:51:27.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.473e-04, size: 704, ETA: 2:21:38
2024-12-17 13:51:29.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.473e-04, size: 704, ETA: 2:21:36
2024-12-17 13:51:32.245 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.473e-04, size: 704, ETA: 2:21:34
2024-12-17 13:51:34.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.472e-04, size: 640, ETA: 2:21:32
2024-12-17 13:51:37.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.472e-04, size: 672, ETA: 2:21:30
2024-12-17 13:51:39.622 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.472e-04, size: 544, ETA: 2:21:28
2024-12-17 13:51:41.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.471e-04, size: 544, ETA: 2:21:25
2024-12-17 13:51:43.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.471e-04, size: 576, ETA: 2:21:23
2024-12-17 13:51:46.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.471e-04, size: 672, ETA: 2:21:21
2024-12-17 13:51:48.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.470e-04, size: 544, ETA: 2:21:19
2024-12-17 13:51:50.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.470e-04, size: 576, ETA: 2:21:17
2024-12-17 13:51:52.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.470e-04, size: 576, ETA: 2:21:14
2024-12-17 13:51:55.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.469e-04, size: 672, ETA: 2:21:12
2024-12-17 13:51:57.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.469e-04, size: 640, ETA: 2:21:10
2024-12-17 13:52:00.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.469e-04, size: 544, ETA: 2:21:08
2024-12-17 13:52:02.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.469e-04, size: 608, ETA: 2:21:06
2024-12-17 13:52:05.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.468e-04, size: 704, ETA: 2:21:03
2024-12-17 13:52:07.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.468e-04, size: 544, ETA: 2:21:01
2024-12-17 13:52:09.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.468e-04, size: 672, ETA: 2:20:59
2024-12-17 13:52:12.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.467e-04, size: 608, ETA: 2:20:57
2024-12-17 13:52:14.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.467e-04, size: 672, ETA: 2:20:55
2024-12-17 13:52:17.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.467e-04, size: 736, ETA: 2:20:53
2024-12-17 13:52:19.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.466e-04, size: 576, ETA: 2:20:50
2024-12-17 13:52:22.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.466e-04, size: 640, ETA: 2:20:48
2024-12-17 13:52:24.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.466e-04, size: 576, ETA: 2:20:46
2024-12-17 13:52:26.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.465e-04, size: 576, ETA: 2:20:44
2024-12-17 13:52:29.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.465e-04, size: 672, ETA: 2:20:42
2024-12-17 13:52:31.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.465e-04, size: 544, ETA: 2:20:40
2024-12-17 13:52:34.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 590/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.465e-04, size: 704, ETA: 2:20:37
2024-12-17 13:52:37.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.464e-04, size: 704, ETA: 2:20:35
2024-12-17 13:52:40.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.289s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.464e-04, size: 672, ETA: 2:20:33
2024-12-17 13:52:43.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 620/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.464e-04, size: 608, ETA: 2:20:31
2024-12-17 13:52:46.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.306s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.463e-04, size: 608, ETA: 2:20:29
2024-12-17 13:52:49.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.463e-04, size: 672, ETA: 2:20:27
2024-12-17 13:52:51.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.463e-04, size: 608, ETA: 2:20:25
2024-12-17 13:52:54.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.462e-04, size: 672, ETA: 2:20:23
2024-12-17 13:52:57.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.462e-04, size: 640, ETA: 2:20:21
2024-12-17 13:52:59.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.462e-04, size: 576, ETA: 2:20:18
2024-12-17 13:53:02.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.461e-04, size: 736, ETA: 2:20:16
2024-12-17 13:53:04.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.461e-04, size: 576, ETA: 2:20:14
2024-12-17 13:53:07.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.461e-04, size: 736, ETA: 2:20:12
2024-12-17 13:53:10.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.461e-04, size: 672, ETA: 2:20:10
2024-12-17 13:53:12.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.460e-04, size: 608, ETA: 2:20:08
2024-12-17 13:53:14.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.460e-04, size: 608, ETA: 2:20:05
2024-12-17 13:53:17.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.273s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.460e-04, size: 576, ETA: 2:20:03
2024-12-17 13:53:20.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.459e-04, size: 608, ETA: 2:20:01
2024-12-17 13:53:23.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 770/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.459e-04, size: 608, ETA: 2:19:59
2024-12-17 13:53:25.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.459e-04, size: 640, ETA: 2:19:57
2024-12-17 13:53:28.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.458e-04, size: 544, ETA: 2:19:55
2024-12-17 13:53:31.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 800/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.458e-04, size: 704, ETA: 2:19:53
2024-12-17 13:53:34.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.458e-04, size: 608, ETA: 2:19:51
2024-12-17 13:53:37.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.458e-04, size: 640, ETA: 2:19:49
2024-12-17 13:53:39.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.457e-04, size: 544, ETA: 2:19:46
2024-12-17 13:53:42.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.457e-04, size: 640, ETA: 2:19:44
2024-12-17 13:53:44.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.457e-04, size: 672, ETA: 2:19:42
2024-12-17 13:53:47.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.299s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.456e-04, size: 704, ETA: 2:19:40
2024-12-17 13:53:50.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.308s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.456e-04, size: 704, ETA: 2:19:38
2024-12-17 13:53:53.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.456e-04, size: 672, ETA: 2:19:36
2024-12-17 13:53:56.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.455e-04, size: 736, ETA: 2:19:34
2024-12-17 13:53:58.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.455e-04, size: 640, ETA: 2:19:32
2024-12-17 13:54:01.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.455e-04, size: 576, ETA: 2:19:29
2024-12-17 13:54:04.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.455e-04, size: 576, ETA: 2:19:27
2024-12-17 13:54:07.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.454e-04, size: 544, ETA: 2:19:25
2024-12-17 13:54:09.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.454e-04, size: 544, ETA: 2:19:23
2024-12-17 13:54:12.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.454e-04, size: 640, ETA: 2:19:21
2024-12-17 13:54:14.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.453e-04, size: 736, ETA: 2:19:19
2024-12-17 13:54:17.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.453e-04, size: 544, ETA: 2:19:17
2024-12-17 13:54:20.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 980/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.453e-04, size: 704, ETA: 2:19:14
2024-12-17 13:54:23.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.452e-04, size: 736, ETA: 2:19:12
2024-12-17 13:54:26.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.452e-04, size: 576, ETA: 2:19:10
2024-12-17 13:54:28.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.452e-04, size: 576, ETA: 2:19:08
2024-12-17 13:54:31.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.452e-04, size: 736, ETA: 2:19:06
2024-12-17 13:54:34.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.451e-04, size: 672, ETA: 2:19:04
2024-12-17 13:54:37.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.451e-04, size: 704, ETA: 2:19:02
2024-12-17 13:54:40.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.451e-04, size: 704, ETA: 2:19:00
2024-12-17 13:54:42.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.450e-04, size: 608, ETA: 2:18:58
2024-12-17 13:54:45.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.294s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.450e-04, size: 736, ETA: 2:18:55
2024-12-17 13:54:47.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.450e-04, size: 704, ETA: 2:18:53
2024-12-17 13:54:49.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.449e-04, size: 704, ETA: 2:18:51
2024-12-17 13:54:52.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.449e-04, size: 576, ETA: 2:18:49
2024-12-17 13:54:54.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.449e-04, size: 672, ETA: 2:18:47
2024-12-17 13:54:56.539 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.449e-04, size: 736, ETA: 2:18:44
2024-12-17 13:54:58.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.448e-04, size: 608, ETA: 2:18:42
2024-12-17 13:55:01.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.448e-04, size: 608, ETA: 2:18:40
2024-12-17 13:55:03.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.448e-04, size: 640, ETA: 2:18:38
2024-12-17 13:55:05.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.447e-04, size: 544, ETA: 2:18:36
2024-12-17 13:55:08.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.447e-04, size: 704, ETA: 2:18:33
2024-12-17 13:55:10.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.447e-04, size: 704, ETA: 2:18:31
2024-12-17 13:55:13.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.447e-04, size: 576, ETA: 2:18:29
2024-12-17 13:55:15.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.446e-04, size: 672, ETA: 2:18:27
2024-12-17 13:55:17.908 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.446e-04, size: 736, ETA: 2:18:25
2024-12-17 13:55:19.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.446e-04, size: 608, ETA: 2:18:22
2024-12-17 13:55:21.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.445e-04, size: 576, ETA: 2:18:20
2024-12-17 13:55:23.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.445e-04, size: 672, ETA: 2:18:18
2024-12-17 13:55:25.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.445e-04, size: 544, ETA: 2:18:16
2024-12-17 13:55:27.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.444e-04, size: 608, ETA: 2:18:13
2024-12-17 13:55:29.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.444e-04, size: 544, ETA: 2:18:11
2024-12-17 13:55:31.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.444e-04, size: 576, ETA: 2:18:09
2024-12-17 13:55:34.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.444e-04, size: 736, ETA: 2:18:07
2024-12-17 13:55:37.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.443e-04, size: 576, ETA: 2:18:05
2024-12-17 13:55:40.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.443e-04, size: 736, ETA: 2:18:03
2024-12-17 13:55:42.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.443e-04, size: 608, ETA: 2:18:00
2024-12-17 13:55:44.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.442e-04, size: 576, ETA: 2:17:58
2024-12-17 13:55:46.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.442e-04, size: 640, ETA: 2:17:56
2024-12-17 13:55:48.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.442e-04, size: 704, ETA: 2:17:54
2024-12-17 13:55:50.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.442e-04, size: 640, ETA: 2:17:51
2024-12-17 13:55:52.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.441e-04, size: 704, ETA: 2:17:49
2024-12-17 13:55:55.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.441e-04, size: 608, ETA: 2:17:47
2024-12-17 13:55:57.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.441e-04, size: 640, ETA: 2:17:45
2024-12-17 13:56:00.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.440e-04, size: 640, ETA: 2:17:43
2024-12-17 13:56:02.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.440e-04, size: 672, ETA: 2:17:41
2024-12-17 13:56:05.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.440e-04, size: 736, ETA: 2:17:38
2024-12-17 13:56:07.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.440e-04, size: 576, ETA: 2:17:36
2024-12-17 13:56:09.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.439e-04, size: 640, ETA: 2:17:34
2024-12-17 13:56:11.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.439e-04, size: 640, ETA: 2:17:32
2024-12-17 13:56:14.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.439e-04, size: 672, ETA: 2:17:30
2024-12-17 13:56:16.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.438e-04, size: 672, ETA: 2:17:27
2024-12-17 13:56:18.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.438e-04, size: 608, ETA: 2:17:25
2024-12-17 13:56:21.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.438e-04, size: 736, ETA: 2:17:23
2024-12-17 13:56:23.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.438e-04, size: 704, ETA: 2:17:21
2024-12-17 13:56:26.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.437e-04, size: 736, ETA: 2:17:19
2024-12-17 13:56:29.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.437e-04, size: 576, ETA: 2:17:17
2024-12-17 13:56:31.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.437e-04, size: 544, ETA: 2:17:14
2024-12-17 13:56:33.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.436e-04, size: 672, ETA: 2:17:12
2024-12-17 13:56:35.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.436e-04, size: 544, ETA: 2:17:10
2024-12-17 13:56:37.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.436e-04, size: 544, ETA: 2:17:08
2024-12-17 13:56:39.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.436e-04, size: 736, ETA: 2:17:05
2024-12-17 13:56:41.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.435e-04, size: 544, ETA: 2:17:03
2024-12-17 13:56:44.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.435e-04, size: 672, ETA: 2:17:01
2024-12-17 13:56:46.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.435e-04, size: 544, ETA: 2:16:59
2024-12-17 13:56:49.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.434e-04, size: 736, ETA: 2:16:57
2024-12-17 13:56:51.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.434e-04, size: 544, ETA: 2:16:55
2024-12-17 13:56:54.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.434e-04, size: 608, ETA: 2:16:52
2024-12-17 13:56:56.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.434e-04, size: 544, ETA: 2:16:50
2024-12-17 13:56:58.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.433e-04, size: 608, ETA: 2:16:48
2024-12-17 13:57:00.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.433e-04, size: 640, ETA: 2:16:46
2024-12-17 13:57:02.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.433e-04, size: 640, ETA: 2:16:43
2024-12-17 13:57:04.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.432e-04, size: 704, ETA: 2:16:41
2024-12-17 13:57:06.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.432e-04, size: 672, ETA: 2:16:39
2024-12-17 13:57:08.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.432e-04, size: 576, ETA: 2:16:37
2024-12-17 13:57:11.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.432e-04, size: 544, ETA: 2:16:35
2024-12-17 13:57:13.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.431e-04, size: 544, ETA: 2:16:32
2024-12-17 13:57:15.818 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.431e-04, size: 608, ETA: 2:16:30
2024-12-17 13:57:18.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.240s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.431e-04, size: 576, ETA: 2:16:28
2024-12-17 13:57:21.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.430e-04, size: 704, ETA: 2:16:26
2024-12-17 13:57:23.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.430e-04, size: 576, ETA: 2:16:24
2024-12-17 13:57:24.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.430e-04, size: 640, ETA: 2:16:21
2024-12-17 13:57:27.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.430e-04, size: 704, ETA: 2:16:19
2024-12-17 13:57:28.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.429e-04, size: 608, ETA: 2:16:17
2024-12-17 13:57:30.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.429e-04, size: 544, ETA: 2:16:15
2024-12-17 13:57:32.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.429e-04, size: 608, ETA: 2:16:12
2024-12-17 13:57:35.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.428e-04, size: 640, ETA: 2:16:10
2024-12-17 13:57:37.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.428e-04, size: 704, ETA: 2:16:08
2024-12-17 13:57:40.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.428e-04, size: 544, ETA: 2:16:06
2024-12-17 13:57:42.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.428e-04, size: 608, ETA: 2:16:04
2024-12-17 13:57:44.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.427e-04, size: 736, ETA: 2:16:01
2024-12-17 13:57:46.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.427e-04, size: 544, ETA: 2:15:59
2024-12-17 13:57:48.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.427e-04, size: 544, ETA: 2:15:57
2024-12-17 13:57:50.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.427e-04, size: 608, ETA: 2:15:55
2024-12-17 13:57:52.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.426e-04, size: 576, ETA: 2:15:52
2024-12-17 13:57:54.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.426e-04, size: 608, ETA: 2:15:50
2024-12-17 13:57:56.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.426e-04, size: 640, ETA: 2:15:48
2024-12-17 13:57:59.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.425e-04, size: 736, ETA: 2:15:46
2024-12-17 13:58:01.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.425e-04, size: 576, ETA: 2:15:44
2024-12-17 13:58:03.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.425e-04, size: 544, ETA: 2:15:41
2024-12-17 13:58:06.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.425e-04, size: 704, ETA: 2:15:39
2024-12-17 13:58:09.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.424e-04, size: 704, ETA: 2:15:37
2024-12-17 13:58:11.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.424e-04, size: 704, ETA: 2:15:35
2024-12-17 13:58:13.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.424e-04, size: 736, ETA: 2:15:33
2024-12-17 13:58:15.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.423e-04, size: 544, ETA: 2:15:31
2024-12-17 13:58:17.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.004s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.423e-04, size: 640, ETA: 2:15:28
2024-12-17 13:58:19.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.423e-04, size: 576, ETA: 2:15:26
2024-12-17 13:58:21.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.423e-04, size: 544, ETA: 2:15:24
2024-12-17 13:58:24.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.422e-04, size: 544, ETA: 2:15:22
2024-12-17 13:58:26.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.422e-04, size: 544, ETA: 2:15:19
2024-12-17 13:58:28.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.422e-04, size: 704, ETA: 2:15:17
2024-12-17 13:58:31.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.422e-04, size: 576, ETA: 2:15:15
2024-12-17 13:58:34.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.421e-04, size: 640, ETA: 2:15:13
2024-12-17 13:58:37.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.421e-04, size: 736, ETA: 2:15:11
2024-12-17 13:58:39.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.421e-04, size: 672, ETA: 2:15:09
2024-12-17 13:58:41.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.420e-04, size: 704, ETA: 2:15:06
2024-12-17 13:58:44.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.308s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.420e-04, size: 672, ETA: 2:15:04
2024-12-17 13:58:46.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.420e-04, size: 608, ETA: 2:15:02
2024-12-17 13:58:48.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.420e-04, size: 608, ETA: 2:15:00
2024-12-17 13:58:50.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.419e-04, size: 544, ETA: 2:14:58
2024-12-17 13:58:53.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.419e-04, size: 704, ETA: 2:14:55
2024-12-17 13:58:55.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.419e-04, size: 672, ETA: 2:14:53
2024-12-17 13:58:58.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.419e-04, size: 640, ETA: 2:14:51
2024-12-17 13:59:00.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.418e-04, size: 544, ETA: 2:14:49
2024-12-17 13:59:03.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.418e-04, size: 704, ETA: 2:14:47
2024-12-17 13:59:05.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.418e-04, size: 704, ETA: 2:14:45
2024-12-17 13:59:07.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.417e-04, size: 576, ETA: 2:14:42
2024-12-17 13:59:08.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.417e-04, size: 576, ETA: 2:14:40
2024-12-17 13:59:11.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.417e-04, size: 544, ETA: 2:14:38
2024-12-17 13:59:14.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.417e-04, size: 640, ETA: 2:14:36
2024-12-17 13:59:16.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.416e-04, size: 704, ETA: 2:14:34
2024-12-17 13:59:19.193 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.416e-04, size: 640, ETA: 2:14:31
2024-12-17 13:59:21.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.416e-04, size: 544, ETA: 2:14:29
2024-12-17 13:59:23.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.416e-04, size: 544, ETA: 2:14:27
2024-12-17 13:59:25.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.415e-04, size: 640, ETA: 2:14:25
2024-12-17 13:59:27.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.415e-04, size: 640, ETA: 2:14:22
2024-12-17 13:59:29.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.415e-04, size: 736, ETA: 2:14:20
2024-12-17 13:59:31.490 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.414e-04, size: 640, ETA: 2:14:18
2024-12-17 13:59:33.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.414e-04, size: 640, ETA: 2:14:16
2024-12-17 13:59:36.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.414e-04, size: 576, ETA: 2:14:14
2024-12-17 13:59:38.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.007s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.414e-04, size: 544, ETA: 2:14:11
2024-12-17 13:59:40.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.413e-04, size: 672, ETA: 2:14:09
2024-12-17 13:59:42.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.413e-04, size: 544, ETA: 2:14:07
2024-12-17 13:59:45.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.413e-04, size: 704, ETA: 2:14:05
2024-12-17 13:59:47.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.413e-04, size: 544, ETA: 2:14:03
2024-12-17 13:59:49.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.412e-04, size: 736, ETA: 2:14:00
2024-12-17 13:59:51.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 95/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.412e-04, size: 608, ETA: 2:13:58
2024-12-17 13:59:52.153 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 13:59:52.581 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch96
2024-12-17 13:59:54.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.412e-04, size: 704, ETA: 2:13:55
2024-12-17 13:59:56.728 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.411e-04, size: 608, ETA: 2:13:53
2024-12-17 13:59:59.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.411e-04, size: 704, ETA: 2:13:51
2024-12-17 14:00:01.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 40/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.411e-04, size: 640, ETA: 2:13:48
2024-12-17 14:00:03.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.411e-04, size: 576, ETA: 2:13:46
2024-12-17 14:00:06.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 60/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.410e-04, size: 736, ETA: 2:13:44
2024-12-17 14:00:09.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.410e-04, size: 608, ETA: 2:13:42
2024-12-17 14:00:11.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.410e-04, size: 544, ETA: 2:13:40
2024-12-17 14:00:13.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.410e-04, size: 704, ETA: 2:13:37
2024-12-17 14:00:15.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.409e-04, size: 608, ETA: 2:13:35
2024-12-17 14:00:17.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.409e-04, size: 736, ETA: 2:13:33
2024-12-17 14:00:19.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.409e-04, size: 576, ETA: 2:13:31
2024-12-17 14:00:22.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 130/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.409e-04, size: 576, ETA: 2:13:29
2024-12-17 14:00:24.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.408e-04, size: 704, ETA: 2:13:26
2024-12-17 14:00:26.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.408e-04, size: 640, ETA: 2:13:24
2024-12-17 14:00:28.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 160/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.408e-04, size: 736, ETA: 2:13:22
2024-12-17 14:00:30.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.407e-04, size: 544, ETA: 2:13:20
2024-12-17 14:00:33.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.407e-04, size: 704, ETA: 2:13:18
2024-12-17 14:00:36.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.407e-04, size: 544, ETA: 2:13:15
2024-12-17 14:00:38.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.407e-04, size: 736, ETA: 2:13:13
2024-12-17 14:00:41.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 210/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.406e-04, size: 672, ETA: 2:13:11
2024-12-17 14:00:44.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.406e-04, size: 736, ETA: 2:13:09
2024-12-17 14:00:46.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.406e-04, size: 736, ETA: 2:13:07
2024-12-17 14:00:48.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.406e-04, size: 640, ETA: 2:13:05
2024-12-17 14:00:50.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.405e-04, size: 672, ETA: 2:13:02
2024-12-17 14:00:52.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.405e-04, size: 704, ETA: 2:13:00
2024-12-17 14:00:54.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.405e-04, size: 640, ETA: 2:12:58
2024-12-17 14:00:56.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.405e-04, size: 736, ETA: 2:12:56
2024-12-17 14:00:59.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.404e-04, size: 576, ETA: 2:12:53
2024-12-17 14:01:01.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.404e-04, size: 704, ETA: 2:12:51
2024-12-17 14:01:04.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.252s, data_time: 0.004s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.404e-04, size: 736, ETA: 2:12:49
2024-12-17 14:01:06.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.404e-04, size: 704, ETA: 2:12:47
2024-12-17 14:01:09.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 330/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.403e-04, size: 544, ETA: 2:12:45
2024-12-17 14:01:11.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 340/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.403e-04, size: 608, ETA: 2:12:43
2024-12-17 14:01:13.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.403e-04, size: 608, ETA: 2:12:40
2024-12-17 14:01:15.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.403e-04, size: 544, ETA: 2:12:38
2024-12-17 14:01:17.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 370/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.402e-04, size: 672, ETA: 2:12:36
2024-12-17 14:01:19.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.402e-04, size: 608, ETA: 2:12:34
2024-12-17 14:01:21.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.402e-04, size: 640, ETA: 2:12:31
2024-12-17 14:01:24.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 400/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.401e-04, size: 736, ETA: 2:12:29
2024-12-17 14:01:26.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.401e-04, size: 640, ETA: 2:12:27
2024-12-17 14:01:28.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 420/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.401e-04, size: 672, ETA: 2:12:25
2024-12-17 14:01:31.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.401e-04, size: 576, ETA: 2:12:23
2024-12-17 14:01:33.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.400e-04, size: 608, ETA: 2:12:20
2024-12-17 14:01:36.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.400e-04, size: 704, ETA: 2:12:18
2024-12-17 14:01:38.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.400e-04, size: 608, ETA: 2:12:16
2024-12-17 14:01:40.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.400e-04, size: 704, ETA: 2:12:14
2024-12-17 14:01:42.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.399e-04, size: 672, ETA: 2:12:12
2024-12-17 14:01:45.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 490/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.399e-04, size: 672, ETA: 2:12:09
2024-12-17 14:01:47.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 500/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.399e-04, size: 576, ETA: 2:12:07
2024-12-17 14:01:49.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.399e-04, size: 608, ETA: 2:12:05
2024-12-17 14:01:52.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.398e-04, size: 704, ETA: 2:12:03
2024-12-17 14:01:54.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.398e-04, size: 704, ETA: 2:12:01
2024-12-17 14:01:57.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.398e-04, size: 608, ETA: 2:11:59
2024-12-17 14:01:59.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 550/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.398e-04, size: 640, ETA: 2:11:56
2024-12-17 14:02:01.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.397e-04, size: 576, ETA: 2:11:54
2024-12-17 14:02:03.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.397e-04, size: 672, ETA: 2:11:52
2024-12-17 14:02:05.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 580/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.397e-04, size: 640, ETA: 2:11:50
2024-12-17 14:02:07.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.397e-04, size: 608, ETA: 2:11:47
2024-12-17 14:02:09.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.396e-04, size: 640, ETA: 2:11:45
2024-12-17 14:02:12.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.396e-04, size: 608, ETA: 2:11:43
2024-12-17 14:02:15.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.396e-04, size: 736, ETA: 2:11:41
2024-12-17 14:02:17.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.396e-04, size: 608, ETA: 2:11:39
2024-12-17 14:02:20.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 640/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.395e-04, size: 576, ETA: 2:11:37
2024-12-17 14:02:23.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 650/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.395e-04, size: 736, ETA: 2:11:34
2024-12-17 14:02:26.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 660/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.395e-04, size: 704, ETA: 2:11:32
2024-12-17 14:02:28.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 670/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.395e-04, size: 736, ETA: 2:11:30
2024-12-17 14:02:30.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.394e-04, size: 640, ETA: 2:11:28
2024-12-17 14:02:32.386 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 690/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.394e-04, size: 704, ETA: 2:11:26
2024-12-17 14:02:34.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.394e-04, size: 672, ETA: 2:11:23
2024-12-17 14:02:36.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 710/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.394e-04, size: 640, ETA: 2:11:21
2024-12-17 14:02:38.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.393e-04, size: 608, ETA: 2:11:19
2024-12-17 14:02:40.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 730/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.393e-04, size: 640, ETA: 2:11:17
2024-12-17 14:02:43.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.393e-04, size: 544, ETA: 2:11:15
2024-12-17 14:02:45.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.393e-04, size: 672, ETA: 2:11:12
2024-12-17 14:02:48.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 760/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.392e-04, size: 608, ETA: 2:11:10
2024-12-17 14:02:50.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.392e-04, size: 576, ETA: 2:11:08
2024-12-17 14:02:52.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 780/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.392e-04, size: 608, ETA: 2:11:06
2024-12-17 14:02:54.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.392e-04, size: 608, ETA: 2:11:04
2024-12-17 14:02:56.879 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.391e-04, size: 704, ETA: 2:11:01
2024-12-17 14:02:58.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.391e-04, size: 640, ETA: 2:10:59
2024-12-17 14:03:00.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 820/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.391e-04, size: 640, ETA: 2:10:57
2024-12-17 14:03:03.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 830/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.391e-04, size: 736, ETA: 2:10:55
2024-12-17 14:03:05.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 840/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.390e-04, size: 672, ETA: 2:10:52
2024-12-17 14:03:08.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.390e-04, size: 736, ETA: 2:10:50
2024-12-17 14:03:10.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 860/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.390e-04, size: 704, ETA: 2:10:48
2024-12-17 14:03:13.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.390e-04, size: 576, ETA: 2:10:46
2024-12-17 14:03:15.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 880/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.389e-04, size: 544, ETA: 2:10:44
2024-12-17 14:03:17.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 890/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.389e-04, size: 608, ETA: 2:10:42
2024-12-17 14:03:19.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 900/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.389e-04, size: 672, ETA: 2:10:39
2024-12-17 14:03:21.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.389e-04, size: 736, ETA: 2:10:37
2024-12-17 14:03:24.132 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.388e-04, size: 704, ETA: 2:10:35
2024-12-17 14:03:26.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 930/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.388e-04, size: 576, ETA: 2:10:33
2024-12-17 14:03:28.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 940/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.388e-04, size: 672, ETA: 2:10:30
2024-12-17 14:03:30.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 950/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.388e-04, size: 608, ETA: 2:10:28
2024-12-17 14:03:32.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.387e-04, size: 672, ETA: 2:10:26
2024-12-17 14:03:35.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.387e-04, size: 704, ETA: 2:10:24
2024-12-17 14:03:37.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.387e-04, size: 736, ETA: 2:10:22
2024-12-17 14:03:40.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 990/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.387e-04, size: 704, ETA: 2:10:20
2024-12-17 14:03:42.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.386e-04, size: 576, ETA: 2:10:17
2024-12-17 14:03:44.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.386e-04, size: 736, ETA: 2:10:15
2024-12-17 14:03:47.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.386e-04, size: 736, ETA: 2:10:13
2024-12-17 14:03:49.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.386e-04, size: 672, ETA: 2:10:11
2024-12-17 14:03:51.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.385e-04, size: 576, ETA: 2:10:08
2024-12-17 14:03:53.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.385e-04, size: 736, ETA: 2:10:06
2024-12-17 14:03:55.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.385e-04, size: 736, ETA: 2:10:04
2024-12-17 14:03:57.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.385e-04, size: 576, ETA: 2:10:02
2024-12-17 14:03:59.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.384e-04, size: 736, ETA: 2:10:00
2024-12-17 14:04:01.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.384e-04, size: 704, ETA: 2:09:57
2024-12-17 14:04:03.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.384e-04, size: 640, ETA: 2:09:55
2024-12-17 14:04:06.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.384e-04, size: 544, ETA: 2:09:53
2024-12-17 14:04:08.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.383e-04, size: 736, ETA: 2:09:51
2024-12-17 14:04:10.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.383e-04, size: 640, ETA: 2:09:48
2024-12-17 14:04:13.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.383e-04, size: 544, ETA: 2:09:46
2024-12-17 14:04:15.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.383e-04, size: 672, ETA: 2:09:44
2024-12-17 14:04:18.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.382e-04, size: 672, ETA: 2:09:42
2024-12-17 14:04:20.789 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.382e-04, size: 544, ETA: 2:09:40
2024-12-17 14:04:22.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.382e-04, size: 672, ETA: 2:09:38
2024-12-17 14:04:24.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.382e-04, size: 544, ETA: 2:09:35
2024-12-17 14:04:26.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.382e-04, size: 672, ETA: 2:09:33
2024-12-17 14:04:28.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.381e-04, size: 544, ETA: 2:09:31
2024-12-17 14:04:30.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.193s, data_time: 0.004s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.381e-04, size: 608, ETA: 2:09:29
2024-12-17 14:04:32.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.381e-04, size: 672, ETA: 2:09:26
2024-12-17 14:04:35.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.381e-04, size: 704, ETA: 2:09:24
2024-12-17 14:04:37.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.380e-04, size: 576, ETA: 2:09:22
2024-12-17 14:04:39.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.380e-04, size: 704, ETA: 2:09:20
2024-12-17 14:04:42.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.380e-04, size: 576, ETA: 2:09:18
2024-12-17 14:04:44.332 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.380e-04, size: 704, ETA: 2:09:15
2024-12-17 14:04:46.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.379e-04, size: 704, ETA: 2:09:13
2024-12-17 14:04:48.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.379e-04, size: 736, ETA: 2:09:11
2024-12-17 14:04:50.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.379e-04, size: 608, ETA: 2:09:09
2024-12-17 14:04:52.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.379e-04, size: 640, ETA: 2:09:06
2024-12-17 14:04:54.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.378e-04, size: 544, ETA: 2:09:04
2024-12-17 14:04:56.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.378e-04, size: 608, ETA: 2:09:02
2024-12-17 14:04:58.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.378e-04, size: 704, ETA: 2:09:00
2024-12-17 14:05:01.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.378e-04, size: 736, ETA: 2:08:58
2024-12-17 14:05:04.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.377e-04, size: 736, ETA: 2:08:55
2024-12-17 14:05:06.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.256s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.377e-04, size: 608, ETA: 2:08:53
2024-12-17 14:05:09.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.377e-04, size: 672, ETA: 2:08:51
2024-12-17 14:05:12.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.377e-04, size: 640, ETA: 2:08:49
2024-12-17 14:05:14.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.377e-04, size: 672, ETA: 2:08:47
2024-12-17 14:05:16.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.376e-04, size: 704, ETA: 2:08:45
2024-12-17 14:05:19.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.376e-04, size: 736, ETA: 2:08:42
2024-12-17 14:05:20.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.376e-04, size: 640, ETA: 2:08:40
2024-12-17 14:05:22.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.376e-04, size: 576, ETA: 2:08:38
2024-12-17 14:05:25.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.375e-04, size: 672, ETA: 2:08:36
2024-12-17 14:05:27.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.375e-04, size: 608, ETA: 2:08:34
2024-12-17 14:05:30.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.375e-04, size: 704, ETA: 2:08:31
2024-12-17 14:05:33.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.375e-04, size: 640, ETA: 2:08:29
2024-12-17 14:05:35.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.374e-04, size: 704, ETA: 2:08:27
2024-12-17 14:05:37.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.374e-04, size: 736, ETA: 2:08:25
2024-12-17 14:05:40.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.374e-04, size: 544, ETA: 2:08:23
2024-12-17 14:05:41.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.374e-04, size: 576, ETA: 2:08:20
2024-12-17 14:05:44.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.373e-04, size: 704, ETA: 2:08:18
2024-12-17 14:05:46.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.373e-04, size: 704, ETA: 2:08:16
2024-12-17 14:05:48.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.373e-04, size: 640, ETA: 2:08:14
2024-12-17 14:05:50.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.179s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.373e-04, size: 576, ETA: 2:08:11
2024-12-17 14:05:52.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.373e-04, size: 736, ETA: 2:08:09
2024-12-17 14:05:54.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.372e-04, size: 704, ETA: 2:08:07
2024-12-17 14:05:56.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.372e-04, size: 736, ETA: 2:08:05
2024-12-17 14:05:58.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.372e-04, size: 576, ETA: 2:08:03
2024-12-17 14:06:01.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.372e-04, size: 704, ETA: 2:08:00
2024-12-17 14:06:04.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.371e-04, size: 544, ETA: 2:07:58
2024-12-17 14:06:06.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.371e-04, size: 736, ETA: 2:07:56
2024-12-17 14:06:09.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.371e-04, size: 672, ETA: 2:07:54
2024-12-17 14:06:11.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.237s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.371e-04, size: 736, ETA: 2:07:52
2024-12-17 14:06:13.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.370e-04, size: 544, ETA: 2:07:50
2024-12-17 14:06:15.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.370e-04, size: 640, ETA: 2:07:47
2024-12-17 14:06:17.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.370e-04, size: 576, ETA: 2:07:45
2024-12-17 14:06:19.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.370e-04, size: 544, ETA: 2:07:43
2024-12-17 14:06:21.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.370e-04, size: 704, ETA: 2:07:41
2024-12-17 14:06:23.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.369e-04, size: 608, ETA: 2:07:38
2024-12-17 14:06:26.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.369e-04, size: 576, ETA: 2:07:36
2024-12-17 14:06:28.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.369e-04, size: 736, ETA: 2:07:34
2024-12-17 14:06:31.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.369e-04, size: 640, ETA: 2:07:32
2024-12-17 14:06:33.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.368e-04, size: 608, ETA: 2:07:30
2024-12-17 14:06:36.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.368e-04, size: 736, ETA: 2:07:28
2024-12-17 14:06:38.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.368e-04, size: 576, ETA: 2:07:25
2024-12-17 14:06:41.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.368e-04, size: 672, ETA: 2:07:23
2024-12-17 14:06:43.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.367e-04, size: 704, ETA: 2:07:21
2024-12-17 14:06:45.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.367e-04, size: 544, ETA: 2:07:19
2024-12-17 14:06:47.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.367e-04, size: 736, ETA: 2:07:17
2024-12-17 14:06:50.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.367e-04, size: 576, ETA: 2:07:14
2024-12-17 14:06:52.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.367e-04, size: 544, ETA: 2:07:12
2024-12-17 14:06:55.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.366e-04, size: 544, ETA: 2:07:10
2024-12-17 14:06:57.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.366e-04, size: 544, ETA: 2:07:08
2024-12-17 14:06:59.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.366e-04, size: 608, ETA: 2:07:06
2024-12-17 14:07:01.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.366e-04, size: 544, ETA: 2:07:03
2024-12-17 14:07:03.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.365e-04, size: 576, ETA: 2:07:01
2024-12-17 14:07:05.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.365e-04, size: 576, ETA: 2:06:59
2024-12-17 14:07:07.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.365e-04, size: 736, ETA: 2:06:57
2024-12-17 14:07:09.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.365e-04, size: 736, ETA: 2:06:54
2024-12-17 14:07:11.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.365e-04, size: 704, ETA: 2:06:52
2024-12-17 14:07:13.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.364e-04, size: 544, ETA: 2:06:50
2024-12-17 14:07:16.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.364e-04, size: 544, ETA: 2:06:48
2024-12-17 14:07:18.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.364e-04, size: 608, ETA: 2:06:46
2024-12-17 14:07:21.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.282s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.364e-04, size: 640, ETA: 2:06:43
2024-12-17 14:07:24.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.363e-04, size: 544, ETA: 2:06:41
2024-12-17 14:07:26.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.363e-04, size: 640, ETA: 2:06:39
2024-12-17 14:07:28.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.363e-04, size: 608, ETA: 2:06:37
2024-12-17 14:07:30.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.363e-04, size: 704, ETA: 2:06:35
2024-12-17 14:07:32.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.363e-04, size: 640, ETA: 2:06:32
2024-12-17 14:07:34.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.362e-04, size: 544, ETA: 2:06:30
2024-12-17 14:07:36.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.362e-04, size: 704, ETA: 2:06:28
2024-12-17 14:07:38.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.362e-04, size: 672, ETA: 2:06:26
2024-12-17 14:07:40.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.362e-04, size: 608, ETA: 2:06:23
2024-12-17 14:07:43.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.361e-04, size: 608, ETA: 2:06:21
2024-12-17 14:07:45.824 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.361e-04, size: 640, ETA: 2:06:19
2024-12-17 14:07:48.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.361e-04, size: 608, ETA: 2:06:17
2024-12-17 14:07:50.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.361e-04, size: 576, ETA: 2:06:15
2024-12-17 14:07:52.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.361e-04, size: 608, ETA: 2:06:12
2024-12-17 14:07:54.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.360e-04, size: 640, ETA: 2:06:10
2024-12-17 14:07:56.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.360e-04, size: 672, ETA: 2:06:08
2024-12-17 14:07:58.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.360e-04, size: 672, ETA: 2:06:06
2024-12-17 14:08:00.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.360e-04, size: 640, ETA: 2:06:03
2024-12-17 14:08:02.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.359e-04, size: 704, ETA: 2:06:01
2024-12-17 14:08:04.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.359e-04, size: 672, ETA: 2:05:59
2024-12-17 14:08:06.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.359e-04, size: 672, ETA: 2:05:57
2024-12-17 14:08:09.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.359e-04, size: 544, ETA: 2:05:55
2024-12-17 14:08:11.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.359e-04, size: 704, ETA: 2:05:52
2024-12-17 14:08:13.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.358e-04, size: 640, ETA: 2:05:50
2024-12-17 14:08:15.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.358e-04, size: 544, ETA: 2:05:48
2024-12-17 14:08:17.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.358e-04, size: 640, ETA: 2:05:46
2024-12-17 14:08:19.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.358e-04, size: 608, ETA: 2:05:43
2024-12-17 14:08:21.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.357e-04, size: 608, ETA: 2:05:41
2024-12-17 14:08:23.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.357e-04, size: 544, ETA: 2:05:39
2024-12-17 14:08:25.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.357e-04, size: 608, ETA: 2:05:37
2024-12-17 14:08:28.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.357e-04, size: 704, ETA: 2:05:35
2024-12-17 14:08:30.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.357e-04, size: 640, ETA: 2:05:32
2024-12-17 14:08:33.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.278s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.356e-04, size: 736, ETA: 2:05:30
2024-12-17 14:08:36.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.356e-04, size: 736, ETA: 2:05:28
2024-12-17 14:08:38.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.356e-04, size: 640, ETA: 2:05:26
2024-12-17 14:08:41.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.356e-04, size: 736, ETA: 2:05:24
2024-12-17 14:08:43.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.356e-04, size: 672, ETA: 2:05:22
2024-12-17 14:08:45.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.355e-04, size: 736, ETA: 2:05:19
2024-12-17 14:08:47.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.019s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.355e-04, size: 544, ETA: 2:05:17
2024-12-17 14:08:49.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.355e-04, size: 640, ETA: 2:05:15
2024-12-17 14:08:51.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.355e-04, size: 704, ETA: 2:05:13
2024-12-17 14:08:54.294 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.354e-04, size: 672, ETA: 2:05:11
2024-12-17 14:08:56.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.354e-04, size: 672, ETA: 2:05:08
2024-12-17 14:08:59.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.354e-04, size: 608, ETA: 2:05:06
2024-12-17 14:09:02.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 96/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.354e-04, size: 704, ETA: 2:05:04
2024-12-17 14:09:03.097 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:09:03.513 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch97
2024-12-17 14:09:05.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 10/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.354e-04, size: 544, ETA: 2:05:01
2024-12-17 14:09:07.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.353e-04, size: 640, ETA: 2:04:59
2024-12-17 14:09:09.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.353e-04, size: 544, ETA: 2:04:56
2024-12-17 14:09:11.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.353e-04, size: 640, ETA: 2:04:54
2024-12-17 14:09:13.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.353e-04, size: 736, ETA: 2:04:52
2024-12-17 14:09:16.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.352e-04, size: 544, ETA: 2:04:50
2024-12-17 14:09:17.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 70/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.352e-04, size: 640, ETA: 2:04:48
2024-12-17 14:09:19.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.352e-04, size: 608, ETA: 2:04:45
2024-12-17 14:09:21.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.352e-04, size: 672, ETA: 2:04:43
2024-12-17 14:09:23.699 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.352e-04, size: 544, ETA: 2:04:41
2024-12-17 14:09:25.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.351e-04, size: 544, ETA: 2:04:39
2024-12-17 14:09:27.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.351e-04, size: 576, ETA: 2:04:36
2024-12-17 14:09:30.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.351e-04, size: 704, ETA: 2:04:34
2024-12-17 14:09:33.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 140/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.351e-04, size: 736, ETA: 2:04:32
2024-12-17 14:09:36.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.351e-04, size: 704, ETA: 2:04:30
2024-12-17 14:09:38.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.350e-04, size: 704, ETA: 2:04:28
2024-12-17 14:09:41.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.350e-04, size: 544, ETA: 2:04:26
2024-12-17 14:09:43.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.350e-04, size: 640, ETA: 2:04:23
2024-12-17 14:09:45.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 190/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.350e-04, size: 640, ETA: 2:04:21
2024-12-17 14:09:47.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.350e-04, size: 704, ETA: 2:04:19
2024-12-17 14:09:49.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.349e-04, size: 608, ETA: 2:04:17
2024-12-17 14:09:50.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.349e-04, size: 576, ETA: 2:04:14
2024-12-17 14:09:53.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.349e-04, size: 672, ETA: 2:04:12
2024-12-17 14:09:55.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.349e-04, size: 640, ETA: 2:04:10
2024-12-17 14:09:57.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 250/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.348e-04, size: 544, ETA: 2:04:08
2024-12-17 14:10:00.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 260/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.348e-04, size: 608, ETA: 2:04:06
2024-12-17 14:10:03.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.348e-04, size: 608, ETA: 2:04:03
2024-12-17 14:10:05.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.348e-04, size: 672, ETA: 2:04:01
2024-12-17 14:10:07.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.348e-04, size: 736, ETA: 2:03:59
2024-12-17 14:10:09.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.347e-04, size: 704, ETA: 2:03:57
2024-12-17 14:10:12.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 310/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.347e-04, size: 736, ETA: 2:03:55
2024-12-17 14:10:14.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.347e-04, size: 640, ETA: 2:03:52
2024-12-17 14:10:16.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.347e-04, size: 576, ETA: 2:03:50
2024-12-17 14:10:18.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.347e-04, size: 672, ETA: 2:03:48
2024-12-17 14:10:20.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.346e-04, size: 640, ETA: 2:03:46
2024-12-17 14:10:23.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.346e-04, size: 544, ETA: 2:03:44
2024-12-17 14:10:25.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.346e-04, size: 544, ETA: 2:03:41
2024-12-17 14:10:27.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.346e-04, size: 704, ETA: 2:03:39
2024-12-17 14:10:29.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.346e-04, size: 576, ETA: 2:03:37
2024-12-17 14:10:31.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.345e-04, size: 672, ETA: 2:03:35
2024-12-17 14:10:34.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 410/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.345e-04, size: 736, ETA: 2:03:33
2024-12-17 14:10:36.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.345e-04, size: 704, ETA: 2:03:30
2024-12-17 14:10:39.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.345e-04, size: 736, ETA: 2:03:28
2024-12-17 14:10:41.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.345e-04, size: 544, ETA: 2:03:26
2024-12-17 14:10:43.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.344e-04, size: 672, ETA: 2:03:24
2024-12-17 14:10:45.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.344e-04, size: 640, ETA: 2:03:22
2024-12-17 14:10:47.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.344e-04, size: 544, ETA: 2:03:19
2024-12-17 14:10:49.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.344e-04, size: 672, ETA: 2:03:17
2024-12-17 14:10:52.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.344e-04, size: 576, ETA: 2:03:15
2024-12-17 14:10:54.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.343e-04, size: 640, ETA: 2:03:13
2024-12-17 14:10:57.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.343e-04, size: 608, ETA: 2:03:10
2024-12-17 14:11:00.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 520/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.343e-04, size: 704, ETA: 2:03:08
2024-12-17 14:11:02.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.343e-04, size: 672, ETA: 2:03:06
2024-12-17 14:11:04.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.343e-04, size: 640, ETA: 2:03:04
2024-12-17 14:11:06.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.342e-04, size: 736, ETA: 2:03:02
2024-12-17 14:11:08.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.342e-04, size: 672, ETA: 2:02:59
2024-12-17 14:11:10.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 570/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.342e-04, size: 704, ETA: 2:02:57
2024-12-17 14:11:13.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.342e-04, size: 704, ETA: 2:02:55
2024-12-17 14:11:15.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.342e-04, size: 544, ETA: 2:02:53
2024-12-17 14:11:17.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.341e-04, size: 608, ETA: 2:02:51
2024-12-17 14:11:20.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 610/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.341e-04, size: 672, ETA: 2:02:48
2024-12-17 14:11:22.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.341e-04, size: 544, ETA: 2:02:46
2024-12-17 14:11:25.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 630/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.341e-04, size: 704, ETA: 2:02:44
2024-12-17 14:11:27.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.341e-04, size: 672, ETA: 2:02:42
2024-12-17 14:11:29.796 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.340e-04, size: 640, ETA: 2:02:40
2024-12-17 14:11:31.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.340e-04, size: 576, ETA: 2:02:37
2024-12-17 14:11:33.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.340e-04, size: 640, ETA: 2:02:35
2024-12-17 14:11:35.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.340e-04, size: 608, ETA: 2:02:33
2024-12-17 14:11:37.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.340e-04, size: 736, ETA: 2:02:31
2024-12-17 14:11:39.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.339e-04, size: 576, ETA: 2:02:28
2024-12-17 14:11:41.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.339e-04, size: 544, ETA: 2:02:26
2024-12-17 14:11:44.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.339e-04, size: 608, ETA: 2:02:24
2024-12-17 14:11:46.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.339e-04, size: 672, ETA: 2:02:22
2024-12-17 14:11:50.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 740/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.339e-04, size: 608, ETA: 2:02:20
2024-12-17 14:11:52.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.338e-04, size: 640, ETA: 2:02:18
2024-12-17 14:11:54.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.338e-04, size: 544, ETA: 2:02:15
2024-12-17 14:11:55.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.338e-04, size: 704, ETA: 2:02:13
2024-12-17 14:11:57.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.338e-04, size: 576, ETA: 2:02:11
2024-12-17 14:11:59.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 790/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.338e-04, size: 736, ETA: 2:02:09
2024-12-17 14:12:01.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.337e-04, size: 544, ETA: 2:02:06
2024-12-17 14:12:03.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.337e-04, size: 576, ETA: 2:02:04
2024-12-17 14:12:05.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.337e-04, size: 640, ETA: 2:02:02
2024-12-17 14:12:08.389 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.337e-04, size: 640, ETA: 2:02:00
2024-12-17 14:12:10.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.337e-04, size: 576, ETA: 2:01:58
2024-12-17 14:12:13.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 850/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.336e-04, size: 544, ETA: 2:01:55
2024-12-17 14:12:15.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.336e-04, size: 640, ETA: 2:01:53
2024-12-17 14:12:17.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.336e-04, size: 736, ETA: 2:01:51
2024-12-17 14:12:19.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.336e-04, size: 704, ETA: 2:01:49
2024-12-17 14:12:21.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.336e-04, size: 736, ETA: 2:01:47
2024-12-17 14:12:23.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.335e-04, size: 704, ETA: 2:01:44
2024-12-17 14:12:25.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 910/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.335e-04, size: 576, ETA: 2:01:42
2024-12-17 14:12:27.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.335e-04, size: 736, ETA: 2:01:40
2024-12-17 14:12:30.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.335e-04, size: 640, ETA: 2:01:38
2024-12-17 14:12:32.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.335e-04, size: 544, ETA: 2:01:35
2024-12-17 14:12:34.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.334e-04, size: 608, ETA: 2:01:33
2024-12-17 14:12:36.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.334e-04, size: 576, ETA: 2:01:31
2024-12-17 14:12:38.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.334e-04, size: 576, ETA: 2:01:29
2024-12-17 14:12:40.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.334e-04, size: 608, ETA: 2:01:26
2024-12-17 14:12:42.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.334e-04, size: 736, ETA: 2:01:24
2024-12-17 14:12:44.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.333e-04, size: 704, ETA: 2:01:22
2024-12-17 14:12:47.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.333e-04, size: 672, ETA: 2:01:20
2024-12-17 14:12:49.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.333e-04, size: 736, ETA: 2:01:18
2024-12-17 14:12:52.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.333e-04, size: 640, ETA: 2:01:15
2024-12-17 14:12:54.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.333e-04, size: 576, ETA: 2:01:13
2024-12-17 14:12:57.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.333e-04, size: 704, ETA: 2:01:11
2024-12-17 14:12:59.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.332e-04, size: 640, ETA: 2:01:09
2024-12-17 14:13:01.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.332e-04, size: 736, ETA: 2:01:07
2024-12-17 14:13:03.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.332e-04, size: 704, ETA: 2:01:04
2024-12-17 14:13:05.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.332e-04, size: 544, ETA: 2:01:02
2024-12-17 14:13:07.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.332e-04, size: 544, ETA: 2:01:00
2024-12-17 14:13:09.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.331e-04, size: 576, ETA: 2:00:58
2024-12-17 14:13:10.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.331e-04, size: 576, ETA: 2:00:55
2024-12-17 14:13:12.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.331e-04, size: 576, ETA: 2:00:53
2024-12-17 14:13:14.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.331e-04, size: 704, ETA: 2:00:51
2024-12-17 14:13:17.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.331e-04, size: 672, ETA: 2:00:49
2024-12-17 14:13:19.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.330e-04, size: 672, ETA: 2:00:47
2024-12-17 14:13:22.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.330e-04, size: 544, ETA: 2:00:44
2024-12-17 14:13:24.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.330e-04, size: 640, ETA: 2:00:42
2024-12-17 14:13:27.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.330e-04, size: 640, ETA: 2:00:40
2024-12-17 14:13:29.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.278s, data_time: 0.001s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.330e-04, size: 608, ETA: 2:00:38
2024-12-17 14:13:32.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.329e-04, size: 736, ETA: 2:00:36
2024-12-17 14:13:34.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.329e-04, size: 704, ETA: 2:00:33
2024-12-17 14:13:36.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.329e-04, size: 640, ETA: 2:00:31
2024-12-17 14:13:38.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.329e-04, size: 544, ETA: 2:00:29
2024-12-17 14:13:40.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.329e-04, size: 704, ETA: 2:00:27
2024-12-17 14:13:43.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.329e-04, size: 672, ETA: 2:00:25
2024-12-17 14:13:45.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.328e-04, size: 704, ETA: 2:00:22
2024-12-17 14:13:47.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.328e-04, size: 608, ETA: 2:00:20
2024-12-17 14:13:50.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.328e-04, size: 704, ETA: 2:00:18
2024-12-17 14:13:52.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.328e-04, size: 672, ETA: 2:00:16
2024-12-17 14:13:55.256 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.328e-04, size: 544, ETA: 2:00:14
2024-12-17 14:13:57.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.327e-04, size: 640, ETA: 2:00:11
2024-12-17 14:13:59.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.327e-04, size: 640, ETA: 2:00:09
2024-12-17 14:14:01.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.327e-04, size: 544, ETA: 2:00:07
2024-12-17 14:14:02.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.327e-04, size: 608, ETA: 2:00:05
2024-12-17 14:14:04.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.189s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.327e-04, size: 640, ETA: 2:00:02
2024-12-17 14:14:06.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.327e-04, size: 672, ETA: 2:00:00
2024-12-17 14:14:09.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.326e-04, size: 704, ETA: 1:59:58
2024-12-17 14:14:11.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.326e-04, size: 640, ETA: 1:59:56
2024-12-17 14:14:13.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.326e-04, size: 544, ETA: 1:59:54
2024-12-17 14:14:16.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.326e-04, size: 544, ETA: 1:59:51
2024-12-17 14:14:18.674 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.326e-04, size: 544, ETA: 1:59:49
2024-12-17 14:14:21.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.325e-04, size: 608, ETA: 1:59:47
2024-12-17 14:14:23.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.325e-04, size: 704, ETA: 1:59:45
2024-12-17 14:14:25.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.325e-04, size: 608, ETA: 1:59:43
2024-12-17 14:14:27.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.325e-04, size: 640, ETA: 1:59:40
2024-12-17 14:14:29.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.325e-04, size: 640, ETA: 1:59:38
2024-12-17 14:14:31.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.325e-04, size: 672, ETA: 1:59:36
2024-12-17 14:14:33.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.324e-04, size: 576, ETA: 1:59:34
2024-12-17 14:14:35.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.324e-04, size: 576, ETA: 1:59:31
2024-12-17 14:14:38.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.324e-04, size: 544, ETA: 1:59:29
2024-12-17 14:14:40.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.324e-04, size: 544, ETA: 1:59:27
2024-12-17 14:14:42.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.324e-04, size: 576, ETA: 1:59:25
2024-12-17 14:14:44.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.323e-04, size: 544, ETA: 1:59:23
2024-12-17 14:14:46.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.323e-04, size: 672, ETA: 1:59:20
2024-12-17 14:14:48.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.323e-04, size: 576, ETA: 1:59:18
2024-12-17 14:14:50.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.323e-04, size: 704, ETA: 1:59:16
2024-12-17 14:14:52.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.3, lr: 1.323e-04, size: 576, ETA: 1:59:14
2024-12-17 14:14:54.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.323e-04, size: 640, ETA: 1:59:11
2024-12-17 14:14:56.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.322e-04, size: 704, ETA: 1:59:09
2024-12-17 14:14:58.611 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.322e-04, size: 672, ETA: 1:59:07
2024-12-17 14:15:00.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.322e-04, size: 608, ETA: 1:59:05
2024-12-17 14:15:03.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.322e-04, size: 672, ETA: 1:59:02
2024-12-17 14:15:05.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.322e-04, size: 608, ETA: 1:59:00
2024-12-17 14:15:07.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.321e-04, size: 640, ETA: 1:58:58
2024-12-17 14:15:10.185 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.321e-04, size: 544, ETA: 1:58:56
2024-12-17 14:15:12.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.321e-04, size: 736, ETA: 1:58:54
2024-12-17 14:15:14.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.9, cls_loss: 0.3, lr: 1.321e-04, size: 704, ETA: 1:58:51
2024-12-17 14:15:16.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.321e-04, size: 576, ETA: 1:58:49
2024-12-17 14:15:18.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.321e-04, size: 672, ETA: 1:58:47
2024-12-17 14:15:20.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.320e-04, size: 640, ETA: 1:58:45
2024-12-17 14:15:22.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.320e-04, size: 544, ETA: 1:58:42
2024-12-17 14:15:24.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.320e-04, size: 672, ETA: 1:58:40
2024-12-17 14:15:26.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.320e-04, size: 544, ETA: 1:58:38
2024-12-17 14:15:29.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.320e-04, size: 576, ETA: 1:58:36
2024-12-17 14:15:31.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.320e-04, size: 576, ETA: 1:58:34
2024-12-17 14:15:34.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.319e-04, size: 576, ETA: 1:58:32
2024-12-17 14:15:36.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.319e-04, size: 608, ETA: 1:58:29
2024-12-17 14:15:38.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.319e-04, size: 576, ETA: 1:58:27
2024-12-17 14:15:40.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.319e-04, size: 704, ETA: 1:58:25
2024-12-17 14:15:42.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.319e-04, size: 704, ETA: 1:58:23
2024-12-17 14:15:44.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.318e-04, size: 640, ETA: 1:58:20
2024-12-17 14:15:46.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.318e-04, size: 544, ETA: 1:58:18
2024-12-17 14:15:48.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.318e-04, size: 608, ETA: 1:58:16
2024-12-17 14:15:51.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.318e-04, size: 544, ETA: 1:58:14
2024-12-17 14:15:52.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.318e-04, size: 672, ETA: 1:58:11
2024-12-17 14:15:54.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.318e-04, size: 736, ETA: 1:58:09
2024-12-17 14:15:56.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.317e-04, size: 544, ETA: 1:58:07
2024-12-17 14:15:58.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.317e-04, size: 544, ETA: 1:58:05
2024-12-17 14:16:01.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.317e-04, size: 672, ETA: 1:58:03
2024-12-17 14:16:03.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.317e-04, size: 704, ETA: 1:58:00
2024-12-17 14:16:05.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.317e-04, size: 608, ETA: 1:57:58
2024-12-17 14:16:07.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.317e-04, size: 672, ETA: 1:57:56
2024-12-17 14:16:09.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.316e-04, size: 672, ETA: 1:57:54
2024-12-17 14:16:12.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.316e-04, size: 544, ETA: 1:57:51
2024-12-17 14:16:14.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.316e-04, size: 608, ETA: 1:57:49
2024-12-17 14:16:16.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.316e-04, size: 736, ETA: 1:57:47
2024-12-17 14:16:19.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.316e-04, size: 576, ETA: 1:57:45
2024-12-17 14:16:22.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.316e-04, size: 608, ETA: 1:57:43
2024-12-17 14:16:23.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.1, cls_loss: 0.2, lr: 1.315e-04, size: 576, ETA: 1:57:40
2024-12-17 14:16:25.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.315e-04, size: 736, ETA: 1:57:38
2024-12-17 14:16:27.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.315e-04, size: 640, ETA: 1:57:36
2024-12-17 14:16:30.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.315e-04, size: 736, ETA: 1:57:34
2024-12-17 14:16:33.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.315e-04, size: 576, ETA: 1:57:32
2024-12-17 14:16:35.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.315e-04, size: 576, ETA: 1:57:29
2024-12-17 14:16:37.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.314e-04, size: 704, ETA: 1:57:27
2024-12-17 14:16:39.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.314e-04, size: 640, ETA: 1:57:25
2024-12-17 14:16:42.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.314e-04, size: 640, ETA: 1:57:23
2024-12-17 14:16:44.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.314e-04, size: 640, ETA: 1:57:21
2024-12-17 14:16:46.359 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.314e-04, size: 576, ETA: 1:57:18
2024-12-17 14:16:48.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.314e-04, size: 544, ETA: 1:57:16
2024-12-17 14:16:51.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.313e-04, size: 576, ETA: 1:57:14
2024-12-17 14:16:52.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.313e-04, size: 640, ETA: 1:57:12
2024-12-17 14:16:54.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.313e-04, size: 672, ETA: 1:57:10
2024-12-17 14:16:57.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.313e-04, size: 704, ETA: 1:57:07
2024-12-17 14:16:59.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.313e-04, size: 704, ETA: 1:57:05
2024-12-17 14:17:01.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.313e-04, size: 672, ETA: 1:57:03
2024-12-17 14:17:03.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.312e-04, size: 736, ETA: 1:57:01
2024-12-17 14:17:05.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.312e-04, size: 736, ETA: 1:56:58
2024-12-17 14:17:08.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.312e-04, size: 544, ETA: 1:56:56
2024-12-17 14:17:10.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 5.9Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.312e-04, size: 576, ETA: 1:56:54
2024-12-17 14:17:12.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.312e-04, size: 704, ETA: 1:56:52
2024-12-17 14:17:15.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.312e-04, size: 576, ETA: 1:56:50
2024-12-17 14:17:17.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.311e-04, size: 736, ETA: 1:56:48
2024-12-17 14:17:19.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.311e-04, size: 672, ETA: 1:56:45
2024-12-17 14:17:21.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.311e-04, size: 576, ETA: 1:56:43
2024-12-17 14:17:23.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.311e-04, size: 736, ETA: 1:56:41
2024-12-17 14:17:25.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.311e-04, size: 736, ETA: 1:56:39
2024-12-17 14:17:27.926 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.311e-04, size: 544, ETA: 1:56:36
2024-12-17 14:17:30.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.310e-04, size: 640, ETA: 1:56:34
2024-12-17 14:17:32.523 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.310e-04, size: 672, ETA: 1:56:32
2024-12-17 14:17:34.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.310e-04, size: 544, ETA: 1:56:30
2024-12-17 14:17:37.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.310e-04, size: 672, ETA: 1:56:28
2024-12-17 14:17:40.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.310e-04, size: 576, ETA: 1:56:25
2024-12-17 14:17:42.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.310e-04, size: 576, ETA: 1:56:23
2024-12-17 14:17:44.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.007s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.309e-04, size: 704, ETA: 1:56:21
2024-12-17 14:17:46.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.309e-04, size: 736, ETA: 1:56:19
2024-12-17 14:17:49.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.309e-04, size: 640, ETA: 1:56:17
2024-12-17 14:17:52.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.309e-04, size: 736, ETA: 1:56:14
2024-12-17 14:17:54.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.309e-04, size: 704, ETA: 1:56:12
2024-12-17 14:17:56.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.309e-04, size: 608, ETA: 1:56:10
2024-12-17 14:17:58.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 97/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.308e-04, size: 576, ETA: 1:56:08
2024-12-17 14:17:58.863 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:17:59.290 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch98
2024-12-17 14:18:01.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.308e-04, size: 736, ETA: 1:56:05
2024-12-17 14:18:03.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.308e-04, size: 608, ETA: 1:56:02
2024-12-17 14:18:05.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.308e-04, size: 640, ETA: 1:56:00
2024-12-17 14:18:07.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.308e-04, size: 544, ETA: 1:55:58
2024-12-17 14:18:09.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.308e-04, size: 736, ETA: 1:55:56
2024-12-17 14:18:11.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.307e-04, size: 640, ETA: 1:55:53
2024-12-17 14:18:13.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.307e-04, size: 544, ETA: 1:55:51
2024-12-17 14:18:16.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.307e-04, size: 736, ETA: 1:55:49
2024-12-17 14:18:18.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.307e-04, size: 608, ETA: 1:55:47
2024-12-17 14:18:21.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.307e-04, size: 736, ETA: 1:55:45
2024-12-17 14:18:24.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.307e-04, size: 640, ETA: 1:55:43
2024-12-17 14:18:26.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.306e-04, size: 544, ETA: 1:55:40
2024-12-17 14:18:28.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.306e-04, size: 576, ETA: 1:55:38
2024-12-17 14:18:30.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.306e-04, size: 704, ETA: 1:55:36
2024-12-17 14:18:32.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.306e-04, size: 704, ETA: 1:55:34
2024-12-17 14:18:35.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.306e-04, size: 608, ETA: 1:55:32
2024-12-17 14:18:37.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.306e-04, size: 640, ETA: 1:55:29
2024-12-17 14:18:39.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.306e-04, size: 640, ETA: 1:55:27
2024-12-17 14:18:41.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.305e-04, size: 672, ETA: 1:55:25
2024-12-17 14:18:43.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.305e-04, size: 736, ETA: 1:55:23
2024-12-17 14:18:46.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.305e-04, size: 736, ETA: 1:55:21
2024-12-17 14:18:48.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.305e-04, size: 576, ETA: 1:55:18
2024-12-17 14:18:50.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.305e-04, size: 704, ETA: 1:55:16
2024-12-17 14:18:52.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.305e-04, size: 576, ETA: 1:55:14
2024-12-17 14:18:54.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.304e-04, size: 640, ETA: 1:55:12
2024-12-17 14:18:56.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.304e-04, size: 672, ETA: 1:55:09
2024-12-17 14:18:58.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.304e-04, size: 736, ETA: 1:55:07
2024-12-17 14:19:00.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.304e-04, size: 672, ETA: 1:55:05
2024-12-17 14:19:03.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.304e-04, size: 640, ETA: 1:55:03
2024-12-17 14:19:05.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.304e-04, size: 704, ETA: 1:55:00
2024-12-17 14:19:07.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.304e-04, size: 736, ETA: 1:54:58
2024-12-17 14:19:10.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.303e-04, size: 736, ETA: 1:54:56
2024-12-17 14:19:13.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.303e-04, size: 704, ETA: 1:54:54
2024-12-17 14:19:14.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.303e-04, size: 576, ETA: 1:54:52
2024-12-17 14:19:16.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.303e-04, size: 576, ETA: 1:54:49
2024-12-17 14:19:18.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.303e-04, size: 672, ETA: 1:54:47
2024-12-17 14:19:20.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.303e-04, size: 672, ETA: 1:54:45
2024-12-17 14:19:22.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.302e-04, size: 608, ETA: 1:54:43
2024-12-17 14:19:24.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.302e-04, size: 640, ETA: 1:54:41
2024-12-17 14:19:27.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.302e-04, size: 736, ETA: 1:54:38
2024-12-17 14:19:29.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.302e-04, size: 544, ETA: 1:54:36
2024-12-17 14:19:31.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.302e-04, size: 640, ETA: 1:54:34
2024-12-17 14:19:34.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.302e-04, size: 672, ETA: 1:54:32
2024-12-17 14:19:37.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.302e-04, size: 544, ETA: 1:54:30
2024-12-17 14:19:38.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.301e-04, size: 640, ETA: 1:54:27
2024-12-17 14:19:40.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.301e-04, size: 544, ETA: 1:54:25
2024-12-17 14:19:43.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.301e-04, size: 672, ETA: 1:54:23
2024-12-17 14:19:45.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.301e-04, size: 544, ETA: 1:54:21
2024-12-17 14:19:47.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.301e-04, size: 704, ETA: 1:54:18
2024-12-17 14:19:49.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.204s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.301e-04, size: 736, ETA: 1:54:16
2024-12-17 14:19:51.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.300e-04, size: 576, ETA: 1:54:14
2024-12-17 14:19:53.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.300e-04, size: 736, ETA: 1:54:12
2024-12-17 14:19:55.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.300e-04, size: 704, ETA: 1:54:09
2024-12-17 14:19:57.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.176s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.300e-04, size: 544, ETA: 1:54:07
2024-12-17 14:19:58.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.300e-04, size: 608, ETA: 1:54:05
2024-12-17 14:20:00.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.300e-04, size: 608, ETA: 1:54:03
2024-12-17 14:20:02.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.300e-04, size: 640, ETA: 1:54:00
2024-12-17 14:20:04.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.299e-04, size: 608, ETA: 1:53:58
2024-12-17 14:20:06.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.299e-04, size: 640, ETA: 1:53:56
2024-12-17 14:20:08.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.299e-04, size: 704, ETA: 1:53:54
2024-12-17 14:20:11.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.299e-04, size: 736, ETA: 1:53:52
2024-12-17 14:20:12.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.299e-04, size: 608, ETA: 1:53:49
2024-12-17 14:20:14.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.299e-04, size: 608, ETA: 1:53:47
2024-12-17 14:20:16.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.299e-04, size: 736, ETA: 1:53:45
2024-12-17 14:20:18.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.298e-04, size: 672, ETA: 1:53:43
2024-12-17 14:20:20.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.298e-04, size: 672, ETA: 1:53:40
2024-12-17 14:20:22.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.174s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.298e-04, size: 608, ETA: 1:53:38
2024-12-17 14:20:24.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.298e-04, size: 608, ETA: 1:53:36
2024-12-17 14:20:26.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.298e-04, size: 736, ETA: 1:53:34
2024-12-17 14:20:28.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.298e-04, size: 640, ETA: 1:53:31
2024-12-17 14:20:30.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.298e-04, size: 672, ETA: 1:53:29
2024-12-17 14:20:32.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.297e-04, size: 640, ETA: 1:53:27
2024-12-17 14:20:34.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.297e-04, size: 640, ETA: 1:53:25
2024-12-17 14:20:36.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.297e-04, size: 736, ETA: 1:53:22
2024-12-17 14:20:38.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.297e-04, size: 736, ETA: 1:53:20
2024-12-17 14:20:41.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.297e-04, size: 736, ETA: 1:53:18
2024-12-17 14:20:43.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.297e-04, size: 704, ETA: 1:53:16
2024-12-17 14:20:46.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.297e-04, size: 672, ETA: 1:53:14
2024-12-17 14:20:48.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.296e-04, size: 704, ETA: 1:53:11
2024-12-17 14:20:50.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.296e-04, size: 672, ETA: 1:53:09
2024-12-17 14:20:52.322 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.296e-04, size: 704, ETA: 1:53:07
2024-12-17 14:20:54.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.296e-04, size: 672, ETA: 1:53:05
2024-12-17 14:20:56.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.296e-04, size: 672, ETA: 1:53:02
2024-12-17 14:20:58.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.296e-04, size: 704, ETA: 1:53:00
2024-12-17 14:21:00.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.296e-04, size: 736, ETA: 1:52:58
2024-12-17 14:21:02.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.295e-04, size: 672, ETA: 1:52:56
2024-12-17 14:21:04.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.295e-04, size: 576, ETA: 1:52:53
2024-12-17 14:21:06.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.295e-04, size: 640, ETA: 1:52:51
2024-12-17 14:21:08.201 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.295e-04, size: 608, ETA: 1:52:49
2024-12-17 14:21:09.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.295e-04, size: 544, ETA: 1:52:47
2024-12-17 14:21:11.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.295e-04, size: 704, ETA: 1:52:44
2024-12-17 14:21:14.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.295e-04, size: 640, ETA: 1:52:42
2024-12-17 14:21:16.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.294e-04, size: 608, ETA: 1:52:40
2024-12-17 14:21:18.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.294e-04, size: 672, ETA: 1:52:38
2024-12-17 14:21:20.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.294e-04, size: 672, ETA: 1:52:36
2024-12-17 14:21:22.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.294e-04, size: 672, ETA: 1:52:33
2024-12-17 14:21:24.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.294e-04, size: 704, ETA: 1:52:31
2024-12-17 14:21:26.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.294e-04, size: 544, ETA: 1:52:29
2024-12-17 14:21:28.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.294e-04, size: 608, ETA: 1:52:27
2024-12-17 14:21:30.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.293e-04, size: 704, ETA: 1:52:24
2024-12-17 14:21:32.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.293e-04, size: 608, ETA: 1:52:22
2024-12-17 14:21:34.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.293e-04, size: 608, ETA: 1:52:20
2024-12-17 14:21:36.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.293e-04, size: 736, ETA: 1:52:18
2024-12-17 14:21:38.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.293e-04, size: 608, ETA: 1:52:15
2024-12-17 14:21:40.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.293e-04, size: 672, ETA: 1:52:13
2024-12-17 14:21:42.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.293e-04, size: 672, ETA: 1:52:11
2024-12-17 14:21:44.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.292e-04, size: 576, ETA: 1:52:09
2024-12-17 14:21:46.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.292e-04, size: 608, ETA: 1:52:07
2024-12-17 14:21:48.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.292e-04, size: 608, ETA: 1:52:04
2024-12-17 14:21:50.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.292e-04, size: 576, ETA: 1:52:02
2024-12-17 14:21:52.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.292e-04, size: 672, ETA: 1:52:00
2024-12-17 14:21:54.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.292e-04, size: 576, ETA: 1:51:58
2024-12-17 14:21:56.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.292e-04, size: 608, ETA: 1:51:55
2024-12-17 14:21:58.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.292e-04, size: 608, ETA: 1:51:53
2024-12-17 14:22:00.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.291e-04, size: 576, ETA: 1:51:51
2024-12-17 14:22:02.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.291e-04, size: 736, ETA: 1:51:49
2024-12-17 14:22:04.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.291e-04, size: 608, ETA: 1:51:46
2024-12-17 14:22:06.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.291e-04, size: 672, ETA: 1:51:44
2024-12-17 14:22:08.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 1.1, cls_loss: 0.3, lr: 1.291e-04, size: 704, ETA: 1:51:42
2024-12-17 14:22:10.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.291e-04, size: 640, ETA: 1:51:40
2024-12-17 14:22:13.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.291e-04, size: 608, ETA: 1:51:37
2024-12-17 14:22:15.287 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.290e-04, size: 608, ETA: 1:51:35
2024-12-17 14:22:17.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.290e-04, size: 672, ETA: 1:51:33
2024-12-17 14:22:20.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.2, lr: 1.290e-04, size: 640, ETA: 1:51:31
2024-12-17 14:22:22.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.290e-04, size: 704, ETA: 1:51:29
2024-12-17 14:22:24.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.290e-04, size: 704, ETA: 1:51:26
2024-12-17 14:22:26.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.290e-04, size: 576, ETA: 1:51:24
2024-12-17 14:22:29.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.290e-04, size: 736, ETA: 1:51:22
2024-12-17 14:22:31.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.290e-04, size: 672, ETA: 1:51:20
2024-12-17 14:22:34.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.289e-04, size: 736, ETA: 1:51:18
2024-12-17 14:22:36.819 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.289e-04, size: 576, ETA: 1:51:16
2024-12-17 14:22:38.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.216s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.289e-04, size: 736, ETA: 1:51:13
2024-12-17 14:22:41.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.289e-04, size: 736, ETA: 1:51:11
2024-12-17 14:22:44.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.289e-04, size: 704, ETA: 1:51:09
2024-12-17 14:22:46.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.289e-04, size: 608, ETA: 1:51:07
2024-12-17 14:22:48.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.289e-04, size: 576, ETA: 1:51:05
2024-12-17 14:22:50.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.288e-04, size: 704, ETA: 1:51:02
2024-12-17 14:22:52.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.288e-04, size: 704, ETA: 1:51:00
2024-12-17 14:22:54.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.288e-04, size: 608, ETA: 1:50:58
2024-12-17 14:22:57.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.288e-04, size: 704, ETA: 1:50:56
2024-12-17 14:22:59.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.288e-04, size: 672, ETA: 1:50:54
2024-12-17 14:23:02.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.288e-04, size: 672, ETA: 1:50:51
2024-12-17 14:23:04.645 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.288e-04, size: 608, ETA: 1:50:49
2024-12-17 14:23:07.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.288e-04, size: 576, ETA: 1:50:47
2024-12-17 14:23:09.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.287e-04, size: 736, ETA: 1:50:45
2024-12-17 14:23:11.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.287e-04, size: 640, ETA: 1:50:43
2024-12-17 14:23:14.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.287e-04, size: 672, ETA: 1:50:40
2024-12-17 14:23:16.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.287e-04, size: 672, ETA: 1:50:38
2024-12-17 14:23:18.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.287e-04, size: 576, ETA: 1:50:36
2024-12-17 14:23:20.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.287e-04, size: 544, ETA: 1:50:34
2024-12-17 14:23:23.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.287e-04, size: 704, ETA: 1:50:32
2024-12-17 14:23:26.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.287e-04, size: 704, ETA: 1:50:29
2024-12-17 14:23:28.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.286e-04, size: 608, ETA: 1:50:27
2024-12-17 14:23:31.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.286e-04, size: 704, ETA: 1:50:25
2024-12-17 14:23:33.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.286e-04, size: 576, ETA: 1:50:23
2024-12-17 14:23:35.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.286e-04, size: 576, ETA: 1:50:21
2024-12-17 14:23:37.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.286e-04, size: 672, ETA: 1:50:18
2024-12-17 14:23:39.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.286e-04, size: 736, ETA: 1:50:16
2024-12-17 14:23:42.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.286e-04, size: 704, ETA: 1:50:14
2024-12-17 14:23:44.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.286e-04, size: 736, ETA: 1:50:12
2024-12-17 14:23:46.531 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.285e-04, size: 608, ETA: 1:50:10
2024-12-17 14:23:48.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.285e-04, size: 576, ETA: 1:50:07
2024-12-17 14:23:51.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.285e-04, size: 704, ETA: 1:50:05
2024-12-17 14:23:54.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.285e-04, size: 736, ETA: 1:50:03
2024-12-17 14:23:56.980 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.285e-04, size: 640, ETA: 1:50:01
2024-12-17 14:23:58.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.285e-04, size: 608, ETA: 1:49:59
2024-12-17 14:24:00.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.285e-04, size: 576, ETA: 1:49:56
2024-12-17 14:24:02.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.285e-04, size: 640, ETA: 1:49:54
2024-12-17 14:24:04.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.284e-04, size: 640, ETA: 1:49:52
2024-12-17 14:24:06.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.284e-04, size: 704, ETA: 1:49:50
2024-12-17 14:24:08.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.284e-04, size: 608, ETA: 1:49:48
2024-12-17 14:24:10.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.284e-04, size: 672, ETA: 1:49:45
2024-12-17 14:24:13.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.284e-04, size: 640, ETA: 1:49:43
2024-12-17 14:24:15.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.284e-04, size: 672, ETA: 1:49:41
2024-12-17 14:24:17.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.284e-04, size: 608, ETA: 1:49:39
2024-12-17 14:24:20.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.284e-04, size: 576, ETA: 1:49:37
2024-12-17 14:24:22.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.283e-04, size: 608, ETA: 1:49:34
2024-12-17 14:24:24.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.283e-04, size: 672, ETA: 1:49:32
2024-12-17 14:24:27.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.283e-04, size: 544, ETA: 1:49:30
2024-12-17 14:24:29.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.283e-04, size: 608, ETA: 1:49:28
2024-12-17 14:24:31.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.283e-04, size: 544, ETA: 1:49:26
2024-12-17 14:24:34.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.283e-04, size: 640, ETA: 1:49:23
2024-12-17 14:24:36.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.283e-04, size: 736, ETA: 1:49:21
2024-12-17 14:24:38.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.283e-04, size: 672, ETA: 1:49:19
2024-12-17 14:24:40.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.282e-04, size: 640, ETA: 1:49:17
2024-12-17 14:24:42.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.282e-04, size: 544, ETA: 1:49:14
2024-12-17 14:24:45.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.282e-04, size: 544, ETA: 1:49:12
2024-12-17 14:24:47.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.282e-04, size: 576, ETA: 1:49:10
2024-12-17 14:24:50.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.282e-04, size: 736, ETA: 1:49:08
2024-12-17 14:24:53.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.282e-04, size: 608, ETA: 1:49:06
2024-12-17 14:24:55.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.282e-04, size: 640, ETA: 1:49:04
2024-12-17 14:24:57.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.282e-04, size: 640, ETA: 1:49:01
2024-12-17 14:24:59.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.282e-04, size: 672, ETA: 1:48:59
2024-12-17 14:25:01.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.281e-04, size: 672, ETA: 1:48:57
2024-12-17 14:25:03.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.281e-04, size: 736, ETA: 1:48:55
2024-12-17 14:25:05.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.281e-04, size: 608, ETA: 1:48:52
2024-12-17 14:25:07.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.281e-04, size: 672, ETA: 1:48:50
2024-12-17 14:25:10.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.281e-04, size: 672, ETA: 1:48:48
2024-12-17 14:25:12.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.281e-04, size: 640, ETA: 1:48:46
2024-12-17 14:25:15.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.281e-04, size: 576, ETA: 1:48:44
2024-12-17 14:25:17.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.281e-04, size: 608, ETA: 1:48:42
2024-12-17 14:25:19.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.280e-04, size: 544, ETA: 1:48:39
2024-12-17 14:25:21.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.280e-04, size: 640, ETA: 1:48:37
2024-12-17 14:25:23.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.280e-04, size: 704, ETA: 1:48:35
2024-12-17 14:25:25.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.280e-04, size: 640, ETA: 1:48:33
2024-12-17 14:25:27.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.280e-04, size: 672, ETA: 1:48:30
2024-12-17 14:25:29.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.280e-04, size: 544, ETA: 1:48:28
2024-12-17 14:25:31.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.280e-04, size: 640, ETA: 1:48:26
2024-12-17 14:25:33.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.280e-04, size: 640, ETA: 1:48:24
2024-12-17 14:25:36.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.280e-04, size: 640, ETA: 1:48:21
2024-12-17 14:25:38.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.279e-04, size: 608, ETA: 1:48:19
2024-12-17 14:25:41.807 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.279e-04, size: 544, ETA: 1:48:17
2024-12-17 14:25:44.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.279e-04, size: 576, ETA: 1:48:15
2024-12-17 14:25:46.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.279e-04, size: 576, ETA: 1:48:13
2024-12-17 14:25:47.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.279e-04, size: 544, ETA: 1:48:10
2024-12-17 14:25:49.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.279e-04, size: 608, ETA: 1:48:08
2024-12-17 14:25:51.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.279e-04, size: 736, ETA: 1:48:06
2024-12-17 14:25:54.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.279e-04, size: 736, ETA: 1:48:04
2024-12-17 14:25:56.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.279e-04, size: 544, ETA: 1:48:02
2024-12-17 14:25:58.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.278e-04, size: 544, ETA: 1:47:59
2024-12-17 14:26:01.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.278e-04, size: 736, ETA: 1:47:57
2024-12-17 14:26:03.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.278e-04, size: 544, ETA: 1:47:55
2024-12-17 14:26:06.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.278e-04, size: 608, ETA: 1:47:53
2024-12-17 14:26:08.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.278e-04, size: 544, ETA: 1:47:51
2024-12-17 14:26:11.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.278e-04, size: 672, ETA: 1:47:48
2024-12-17 14:26:13.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.278e-04, size: 672, ETA: 1:47:46
2024-12-17 14:26:15.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.278e-04, size: 608, ETA: 1:47:44
2024-12-17 14:26:17.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.278e-04, size: 576, ETA: 1:47:42
2024-12-17 14:26:19.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.277e-04, size: 736, ETA: 1:47:40
2024-12-17 14:26:21.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.277e-04, size: 544, ETA: 1:47:37
2024-12-17 14:26:24.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.277e-04, size: 704, ETA: 1:47:35
2024-12-17 14:26:26.638 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.277e-04, size: 704, ETA: 1:47:33
2024-12-17 14:26:29.335 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.277e-04, size: 640, ETA: 1:47:31
2024-12-17 14:26:31.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.277e-04, size: 576, ETA: 1:47:29
2024-12-17 14:26:34.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.006s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.277e-04, size: 544, ETA: 1:47:27
2024-12-17 14:26:36.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.277e-04, size: 704, ETA: 1:47:24
2024-12-17 14:26:38.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.277e-04, size: 672, ETA: 1:47:22
2024-12-17 14:26:41.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.276e-04, size: 544, ETA: 1:47:20
2024-12-17 14:26:43.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.276e-04, size: 544, ETA: 1:47:18
2024-12-17 14:26:44.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.276e-04, size: 544, ETA: 1:47:15
2024-12-17 14:26:46.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.276e-04, size: 608, ETA: 1:47:13
2024-12-17 14:26:49.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 98/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.276e-04, size: 672, ETA: 1:47:11
2024-12-17 14:26:50.385 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:26:50.807 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch99
2024-12-17 14:26:53.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.276e-04, size: 608, ETA: 1:47:08
2024-12-17 14:26:55.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.276e-04, size: 608, ETA: 1:47:06
2024-12-17 14:26:57.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.276e-04, size: 640, ETA: 1:47:03
2024-12-17 14:26:59.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.276e-04, size: 576, ETA: 1:47:01
2024-12-17 14:27:02.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.275e-04, size: 576, ETA: 1:46:59
2024-12-17 14:27:04.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.275e-04, size: 576, ETA: 1:46:57
2024-12-17 14:27:06.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.275e-04, size: 672, ETA: 1:46:55
2024-12-17 14:27:09.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.8, cls_loss: 0.3, lr: 1.275e-04, size: 672, ETA: 1:46:52
2024-12-17 14:27:11.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.275e-04, size: 672, ETA: 1:46:50
2024-12-17 14:27:13.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.275e-04, size: 736, ETA: 1:46:48
2024-12-17 14:27:16.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.275e-04, size: 608, ETA: 1:46:46
2024-12-17 14:27:18.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.275e-04, size: 672, ETA: 1:46:44
2024-12-17 14:27:21.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.275e-04, size: 608, ETA: 1:46:42
2024-12-17 14:27:23.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.274e-04, size: 736, ETA: 1:46:39
2024-12-17 14:27:26.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.274e-04, size: 576, ETA: 1:46:37
2024-12-17 14:27:28.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.274e-04, size: 576, ETA: 1:46:35
2024-12-17 14:27:31.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.274e-04, size: 544, ETA: 1:46:33
2024-12-17 14:27:33.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.274e-04, size: 672, ETA: 1:46:31
2024-12-17 14:27:36.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.274e-04, size: 672, ETA: 1:46:29
2024-12-17 14:27:38.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.274e-04, size: 608, ETA: 1:46:26
2024-12-17 14:27:41.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.274e-04, size: 736, ETA: 1:46:24
2024-12-17 14:27:43.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.274e-04, size: 576, ETA: 1:46:22
2024-12-17 14:27:46.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.274e-04, size: 576, ETA: 1:46:20
2024-12-17 14:27:48.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.273e-04, size: 736, ETA: 1:46:18
2024-12-17 14:27:51.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.273e-04, size: 736, ETA: 1:46:15
2024-12-17 14:27:53.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.273e-04, size: 640, ETA: 1:46:13
2024-12-17 14:27:56.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.273e-04, size: 576, ETA: 1:46:11
2024-12-17 14:27:58.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.273e-04, size: 672, ETA: 1:46:09
2024-12-17 14:28:00.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.273e-04, size: 672, ETA: 1:46:07
2024-12-17 14:28:03.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.273e-04, size: 544, ETA: 1:46:04
2024-12-17 14:28:05.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.273e-04, size: 576, ETA: 1:46:02
2024-12-17 14:28:07.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.273e-04, size: 544, ETA: 1:46:00
2024-12-17 14:28:10.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.273e-04, size: 672, ETA: 1:45:58
2024-12-17 14:28:12.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.272e-04, size: 704, ETA: 1:45:56
2024-12-17 14:28:14.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.272e-04, size: 672, ETA: 1:45:53
2024-12-17 14:28:16.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.272e-04, size: 608, ETA: 1:45:51
2024-12-17 14:28:18.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.272e-04, size: 736, ETA: 1:45:49
2024-12-17 14:28:20.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.272e-04, size: 640, ETA: 1:45:47
2024-12-17 14:28:22.893 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.272e-04, size: 544, ETA: 1:45:45
2024-12-17 14:28:24.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.272e-04, size: 544, ETA: 1:45:42
2024-12-17 14:28:26.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.272e-04, size: 576, ETA: 1:45:40
2024-12-17 14:28:28.411 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.272e-04, size: 736, ETA: 1:45:38
2024-12-17 14:28:30.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.272e-04, size: 640, ETA: 1:45:36
2024-12-17 14:28:33.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.271e-04, size: 576, ETA: 1:45:33
2024-12-17 14:28:34.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.271e-04, size: 576, ETA: 1:45:31
2024-12-17 14:28:37.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.271e-04, size: 640, ETA: 1:45:29
2024-12-17 14:28:39.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.271e-04, size: 672, ETA: 1:45:27
2024-12-17 14:28:41.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.271e-04, size: 576, ETA: 1:45:24
2024-12-17 14:28:43.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.271e-04, size: 576, ETA: 1:45:22
2024-12-17 14:28:45.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.271e-04, size: 576, ETA: 1:45:20
2024-12-17 14:28:47.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.271e-04, size: 608, ETA: 1:45:18
2024-12-17 14:28:50.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.271e-04, size: 544, ETA: 1:45:16
2024-12-17 14:28:52.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.261s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.271e-04, size: 544, ETA: 1:45:13
2024-12-17 14:28:55.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.271e-04, size: 576, ETA: 1:45:11
2024-12-17 14:28:57.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.270e-04, size: 704, ETA: 1:45:09
2024-12-17 14:28:59.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.270e-04, size: 608, ETA: 1:45:07
2024-12-17 14:29:01.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.270e-04, size: 640, ETA: 1:45:05
2024-12-17 14:29:03.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.270e-04, size: 672, ETA: 1:45:02
2024-12-17 14:29:05.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.270e-04, size: 736, ETA: 1:45:00
2024-12-17 14:29:07.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.270e-04, size: 672, ETA: 1:44:58
2024-12-17 14:29:09.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.270e-04, size: 736, ETA: 1:44:56
2024-12-17 14:29:11.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.270e-04, size: 640, ETA: 1:44:53
2024-12-17 14:29:14.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.270e-04, size: 640, ETA: 1:44:51
2024-12-17 14:29:17.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.270e-04, size: 576, ETA: 1:44:49
2024-12-17 14:29:19.593 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.269e-04, size: 576, ETA: 1:44:47
2024-12-17 14:29:21.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.269e-04, size: 544, ETA: 1:44:45
2024-12-17 14:29:23.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.269e-04, size: 736, ETA: 1:44:42
2024-12-17 14:29:25.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.269e-04, size: 544, ETA: 1:44:40
2024-12-17 14:29:26.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.269e-04, size: 640, ETA: 1:44:38
2024-12-17 14:29:28.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.269e-04, size: 704, ETA: 1:44:36
2024-12-17 14:29:30.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.269e-04, size: 640, ETA: 1:44:33
2024-12-17 14:29:33.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.269e-04, size: 640, ETA: 1:44:31
2024-12-17 14:29:35.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.269e-04, size: 576, ETA: 1:44:29
2024-12-17 14:29:37.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.269e-04, size: 704, ETA: 1:44:27
2024-12-17 14:29:40.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.269e-04, size: 640, ETA: 1:44:25
2024-12-17 14:29:42.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.268e-04, size: 736, ETA: 1:44:22
2024-12-17 14:29:44.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.268e-04, size: 672, ETA: 1:44:20
2024-12-17 14:29:47.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.268e-04, size: 736, ETA: 1:44:18
2024-12-17 14:29:49.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.268e-04, size: 640, ETA: 1:44:16
2024-12-17 14:29:52.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.268e-04, size: 544, ETA: 1:44:14
2024-12-17 14:29:53.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.268e-04, size: 672, ETA: 1:44:11
2024-12-17 14:29:55.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.268e-04, size: 736, ETA: 1:44:09
2024-12-17 14:29:57.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.268e-04, size: 608, ETA: 1:44:07
2024-12-17 14:29:59.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.268e-04, size: 576, ETA: 1:44:05
2024-12-17 14:30:01.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.268e-04, size: 704, ETA: 1:44:02
2024-12-17 14:30:03.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.268e-04, size: 640, ETA: 1:44:00
2024-12-17 14:30:05.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.229s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.267e-04, size: 640, ETA: 1:43:58
2024-12-17 14:30:08.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.267e-04, size: 736, ETA: 1:43:56
2024-12-17 14:30:10.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.267e-04, size: 672, ETA: 1:43:54
2024-12-17 14:30:12.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.267e-04, size: 608, ETA: 1:43:51
2024-12-17 14:30:15.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.267e-04, size: 608, ETA: 1:43:49
2024-12-17 14:30:17.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.267e-04, size: 544, ETA: 1:43:47
2024-12-17 14:30:19.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.267e-04, size: 640, ETA: 1:43:45
2024-12-17 14:30:21.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.267e-04, size: 672, ETA: 1:43:43
2024-12-17 14:30:23.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.267e-04, size: 672, ETA: 1:43:40
2024-12-17 14:30:25.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.267e-04, size: 640, ETA: 1:43:38
2024-12-17 14:30:27.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.267e-04, size: 736, ETA: 1:43:36
2024-12-17 14:30:29.390 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.267e-04, size: 640, ETA: 1:43:34
2024-12-17 14:30:31.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.266e-04, size: 672, ETA: 1:43:31
2024-12-17 14:30:34.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.266e-04, size: 576, ETA: 1:43:29
2024-12-17 14:30:36.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.266e-04, size: 608, ETA: 1:43:27
2024-12-17 14:30:39.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.266e-04, size: 576, ETA: 1:43:25
2024-12-17 14:30:41.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.266e-04, size: 704, ETA: 1:43:23
2024-12-17 14:30:43.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.233s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.266e-04, size: 544, ETA: 1:43:20
2024-12-17 14:30:45.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.266e-04, size: 672, ETA: 1:43:18
2024-12-17 14:30:47.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.266e-04, size: 736, ETA: 1:43:16
2024-12-17 14:30:50.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.266e-04, size: 704, ETA: 1:43:14
2024-12-17 14:30:52.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.266e-04, size: 704, ETA: 1:43:12
2024-12-17 14:30:54.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.266e-04, size: 640, ETA: 1:43:09
2024-12-17 14:30:56.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.266e-04, size: 576, ETA: 1:43:07
2024-12-17 14:30:58.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.265e-04, size: 736, ETA: 1:43:05
2024-12-17 14:31:01.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.265e-04, size: 640, ETA: 1:43:03
2024-12-17 14:31:03.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.265e-04, size: 576, ETA: 1:43:01
2024-12-17 14:31:06.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.265e-04, size: 576, ETA: 1:42:58
2024-12-17 14:31:08.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.176s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.265e-04, size: 608, ETA: 1:42:56
2024-12-17 14:31:10.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.265e-04, size: 608, ETA: 1:42:54
2024-12-17 14:31:12.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.265e-04, size: 640, ETA: 1:42:52
2024-12-17 14:31:14.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.265e-04, size: 608, ETA: 1:42:50
2024-12-17 14:31:17.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.265e-04, size: 576, ETA: 1:42:47
2024-12-17 14:31:19.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.265e-04, size: 704, ETA: 1:42:45
2024-12-17 14:31:21.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.265e-04, size: 608, ETA: 1:42:43
2024-12-17 14:31:23.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.265e-04, size: 576, ETA: 1:42:41
2024-12-17 14:31:25.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.264e-04, size: 640, ETA: 1:42:38
2024-12-17 14:31:28.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.264e-04, size: 672, ETA: 1:42:36
2024-12-17 14:31:30.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.264e-04, size: 640, ETA: 1:42:34
2024-12-17 14:31:33.035 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.264e-04, size: 544, ETA: 1:42:32
2024-12-17 14:31:34.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.264e-04, size: 704, ETA: 1:42:30
2024-12-17 14:31:36.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.264e-04, size: 672, ETA: 1:42:27
2024-12-17 14:31:38.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.264e-04, size: 576, ETA: 1:42:25
2024-12-17 14:31:40.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.264e-04, size: 704, ETA: 1:42:23
2024-12-17 14:31:43.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.264e-04, size: 704, ETA: 1:42:21
2024-12-17 14:31:45.569 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.264e-04, size: 544, ETA: 1:42:19
2024-12-17 14:31:47.996 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.264e-04, size: 640, ETA: 1:42:16
2024-12-17 14:31:50.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.264e-04, size: 704, ETA: 1:42:14
2024-12-17 14:31:53.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.264e-04, size: 736, ETA: 1:42:12
2024-12-17 14:31:55.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.263e-04, size: 544, ETA: 1:42:10
2024-12-17 14:31:57.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.263e-04, size: 640, ETA: 1:42:08
2024-12-17 14:31:59.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.7, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.263e-04, size: 672, ETA: 1:42:05
2024-12-17 14:32:01.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.263e-04, size: 608, ETA: 1:42:03
2024-12-17 14:32:03.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.263e-04, size: 608, ETA: 1:42:01
2024-12-17 14:32:05.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.263e-04, size: 640, ETA: 1:41:59
2024-12-17 14:32:07.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.263e-04, size: 544, ETA: 1:41:56
2024-12-17 14:32:09.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.263e-04, size: 640, ETA: 1:41:54
2024-12-17 14:32:11.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.263e-04, size: 640, ETA: 1:41:52
2024-12-17 14:32:13.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.263e-04, size: 704, ETA: 1:41:50
2024-12-17 14:32:16.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.263e-04, size: 640, ETA: 1:41:47
2024-12-17 14:32:18.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.263e-04, size: 640, ETA: 1:41:45
2024-12-17 14:32:20.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.263e-04, size: 544, ETA: 1:41:43
2024-12-17 14:32:22.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.262e-04, size: 640, ETA: 1:41:41
2024-12-17 14:32:24.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.198s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.262e-04, size: 608, ETA: 1:41:39
2024-12-17 14:32:26.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.262e-04, size: 608, ETA: 1:41:36
2024-12-17 14:32:28.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.262e-04, size: 576, ETA: 1:41:34
2024-12-17 14:32:30.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.262e-04, size: 608, ETA: 1:41:32
2024-12-17 14:32:32.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.262e-04, size: 608, ETA: 1:41:30
2024-12-17 14:32:34.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.262e-04, size: 608, ETA: 1:41:27
2024-12-17 14:32:37.254 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.262e-04, size: 640, ETA: 1:41:25
2024-12-17 14:32:39.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.262e-04, size: 576, ETA: 1:41:23
2024-12-17 14:32:42.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.262e-04, size: 576, ETA: 1:41:21
2024-12-17 14:32:44.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.262e-04, size: 576, ETA: 1:41:19
2024-12-17 14:32:46.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.262e-04, size: 736, ETA: 1:41:16
2024-12-17 14:32:48.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.208s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.262e-04, size: 672, ETA: 1:41:14
2024-12-17 14:32:50.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.262e-04, size: 704, ETA: 1:41:12
2024-12-17 14:32:52.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.261e-04, size: 672, ETA: 1:41:10
2024-12-17 14:32:54.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.261e-04, size: 672, ETA: 1:41:08
2024-12-17 14:32:56.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.261e-04, size: 672, ETA: 1:41:05
2024-12-17 14:32:58.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.261e-04, size: 736, ETA: 1:41:03
2024-12-17 14:33:01.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.261e-04, size: 576, ETA: 1:41:01
2024-12-17 14:33:03.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.261e-04, size: 736, ETA: 1:40:59
2024-12-17 14:33:05.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.261e-04, size: 544, ETA: 1:40:57
2024-12-17 14:33:08.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.261e-04, size: 640, ETA: 1:40:54
2024-12-17 14:33:10.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.261e-04, size: 608, ETA: 1:40:52
2024-12-17 14:33:13.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.261e-04, size: 544, ETA: 1:40:50
2024-12-17 14:33:15.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.261e-04, size: 736, ETA: 1:40:48
2024-12-17 14:33:17.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.261e-04, size: 576, ETA: 1:40:46
2024-12-17 14:33:19.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.261e-04, size: 544, ETA: 1:40:43
2024-12-17 14:33:20.923 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.261e-04, size: 704, ETA: 1:40:41
2024-12-17 14:33:22.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.260e-04, size: 576, ETA: 1:40:39
2024-12-17 14:33:24.830 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.260e-04, size: 544, ETA: 1:40:36
2024-12-17 14:33:27.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.260e-04, size: 672, ETA: 1:40:34
2024-12-17 14:33:29.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.0, conf_loss: 0.7, cls_loss: 0.3, lr: 1.260e-04, size: 704, ETA: 1:40:32
2024-12-17 14:33:32.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.260e-04, size: 672, ETA: 1:40:30
2024-12-17 14:33:34.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.260e-04, size: 544, ETA: 1:40:28
2024-12-17 14:33:37.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.260e-04, size: 608, ETA: 1:40:26
2024-12-17 14:33:39.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.260e-04, size: 544, ETA: 1:40:23
2024-12-17 14:33:40.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.260e-04, size: 672, ETA: 1:40:21
2024-12-17 14:33:43.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.260e-04, size: 608, ETA: 1:40:19
2024-12-17 14:33:45.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.260e-04, size: 640, ETA: 1:40:17
2024-12-17 14:33:47.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.260e-04, size: 576, ETA: 1:40:14
2024-12-17 14:33:49.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.260e-04, size: 608, ETA: 1:40:12
2024-12-17 14:33:51.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.260e-04, size: 576, ETA: 1:40:10
2024-12-17 14:33:54.439 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.244s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.260e-04, size: 736, ETA: 1:40:08
2024-12-17 14:33:57.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.259e-04, size: 640, ETA: 1:40:06
2024-12-17 14:33:59.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.259e-04, size: 608, ETA: 1:40:04
2024-12-17 14:34:02.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.259e-04, size: 736, ETA: 1:40:01
2024-12-17 14:34:04.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.259e-04, size: 576, ETA: 1:39:59
2024-12-17 14:34:06.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.259e-04, size: 576, ETA: 1:39:57
2024-12-17 14:34:08.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.259e-04, size: 640, ETA: 1:39:55
2024-12-17 14:34:10.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.259e-04, size: 608, ETA: 1:39:52
2024-12-17 14:34:12.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.259e-04, size: 576, ETA: 1:39:50
2024-12-17 14:34:14.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.259e-04, size: 672, ETA: 1:39:48
2024-12-17 14:34:16.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.259e-04, size: 544, ETA: 1:39:46
2024-12-17 14:34:18.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.259e-04, size: 576, ETA: 1:39:44
2024-12-17 14:34:21.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.259e-04, size: 736, ETA: 1:39:41
2024-12-17 14:34:24.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.259e-04, size: 544, ETA: 1:39:39
2024-12-17 14:34:26.752 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.259e-04, size: 672, ETA: 1:39:37
2024-12-17 14:34:28.930 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.259e-04, size: 544, ETA: 1:39:35
2024-12-17 14:34:30.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.259e-04, size: 672, ETA: 1:39:33
2024-12-17 14:34:32.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.258e-04, size: 704, ETA: 1:39:30
2024-12-17 14:34:34.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.258e-04, size: 736, ETA: 1:39:28
2024-12-17 14:34:36.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.2, lr: 1.258e-04, size: 736, ETA: 1:39:26
2024-12-17 14:34:38.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.258e-04, size: 736, ETA: 1:39:24
2024-12-17 14:34:41.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.258e-04, size: 736, ETA: 1:39:21
2024-12-17 14:34:43.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.258e-04, size: 704, ETA: 1:39:19
2024-12-17 14:34:46.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.258e-04, size: 576, ETA: 1:39:17
2024-12-17 14:34:48.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.258e-04, size: 608, ETA: 1:39:15
2024-12-17 14:34:51.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.258e-04, size: 672, ETA: 1:39:13
2024-12-17 14:34:53.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.258e-04, size: 640, ETA: 1:39:11
2024-12-17 14:34:55.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.258e-04, size: 640, ETA: 1:39:08
2024-12-17 14:34:57.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.258e-04, size: 576, ETA: 1:39:06
2024-12-17 14:34:59.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.258e-04, size: 576, ETA: 1:39:04
2024-12-17 14:35:01.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.258e-04, size: 544, ETA: 1:39:02
2024-12-17 14:35:03.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.258e-04, size: 736, ETA: 1:38:59
2024-12-17 14:35:05.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.258e-04, size: 576, ETA: 1:38:57
2024-12-17 14:35:08.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.258e-04, size: 672, ETA: 1:38:55
2024-12-17 14:35:10.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.257e-04, size: 704, ETA: 1:38:53
2024-12-17 14:35:12.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.2, lr: 1.257e-04, size: 544, ETA: 1:38:51
2024-12-17 14:35:14.825 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.257e-04, size: 544, ETA: 1:38:48
2024-12-17 14:35:17.176 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.257e-04, size: 736, ETA: 1:38:46
2024-12-17 14:35:19.172 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.5, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.3, lr: 1.257e-04, size: 544, ETA: 1:38:44
2024-12-17 14:35:20.920 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.257e-04, size: 608, ETA: 1:38:42
2024-12-17 14:35:22.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.257e-04, size: 736, ETA: 1:38:39
2024-12-17 14:35:24.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.5, cls_loss: 0.2, lr: 1.257e-04, size: 736, ETA: 1:38:37
2024-12-17 14:35:27.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.6, cls_loss: 0.3, lr: 1.257e-04, size: 576, ETA: 1:38:35
2024-12-17 14:35:29.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.257e-04, size: 672, ETA: 1:38:33
2024-12-17 14:35:31.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.243s, data_time: 0.008s, total_loss: 0.8, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.257e-04, size: 544, ETA: 1:38:31
2024-12-17 14:35:34.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.2, cls_loss: 0.2, lr: 1.257e-04, size: 736, ETA: 1:38:28
2024-12-17 14:35:36.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.4, cls_loss: 0.3, lr: 1.257e-04, size: 640, ETA: 1:38:26
2024-12-17 14:35:39.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.257e-04, size: 672, ETA: 1:38:24
2024-12-17 14:35:41.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.3, lr: 1.257e-04, size: 736, ETA: 1:38:22
2024-12-17 14:35:44.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.257e-04, size: 608, ETA: 1:38:20
2024-12-17 14:35:46.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.257e-04, size: 704, ETA: 1:38:17
2024-12-17 14:35:48.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 99/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.0, conf_loss: 0.3, cls_loss: 0.2, lr: 1.257e-04, size: 576, ETA: 1:38:15
2024-12-17 14:35:49.129 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:35:49.548 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch100
2024-12-17 14:35:49.549 | INFO     | yolox.core.trainer:before_epoch:206 - --->No mosaic aug now!
2024-12-17 14:35:49.549 | INFO     | yolox.core.trainer:before_epoch:208 - --->Add additional L1 loss now!
2024-12-17 14:35:49.550 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:35:52.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.3, lr: 1.256e-04, size: 576, ETA: 1:38:12
2024-12-17 14:35:54.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.256e-04, size: 672, ETA: 1:38:10
2024-12-17 14:35:55.997 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 576, ETA: 1:38:08
2024-12-17 14:35:57.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.256e-04, size: 576, ETA: 1:38:05
2024-12-17 14:35:59.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.256e-04, size: 736, ETA: 1:38:03
2024-12-17 14:36:01.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.256e-04, size: 544, ETA: 1:38:01
2024-12-17 14:36:03.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 608, ETA: 1:37:59
2024-12-17 14:36:06.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.256e-04, size: 736, ETA: 1:37:56
2024-12-17 14:36:08.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.256e-04, size: 576, ETA: 1:37:54
2024-12-17 14:36:11.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 736, ETA: 1:37:52
2024-12-17 14:36:13.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 608, ETA: 1:37:50
2024-12-17 14:36:16.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.256e-04, size: 672, ETA: 1:37:48
2024-12-17 14:36:18.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 736, ETA: 1:37:46
2024-12-17 14:36:20.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.256e-04, size: 544, ETA: 1:37:43
2024-12-17 14:36:22.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.256e-04, size: 672, ETA: 1:37:41
2024-12-17 14:36:24.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 672, ETA: 1:37:39
2024-12-17 14:36:26.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 544, ETA: 1:37:37
2024-12-17 14:36:28.037 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 640, ETA: 1:37:34
2024-12-17 14:36:30.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.256e-04, size: 576, ETA: 1:37:32
2024-12-17 14:36:32.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.255e-04, size: 576, ETA: 1:37:30
2024-12-17 14:36:35.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.255e-04, size: 544, ETA: 1:37:28
2024-12-17 14:36:38.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.255e-04, size: 640, ETA: 1:37:26
2024-12-17 14:36:40.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.255e-04, size: 576, ETA: 1:37:23
2024-12-17 14:36:43.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.255e-04, size: 736, ETA: 1:37:21
2024-12-17 14:36:45.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.255e-04, size: 576, ETA: 1:37:19
2024-12-17 14:36:47.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.255e-04, size: 576, ETA: 1:37:17
2024-12-17 14:36:49.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.255e-04, size: 736, ETA: 1:37:15
2024-12-17 14:36:51.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.255e-04, size: 672, ETA: 1:37:12
2024-12-17 14:36:53.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.255e-04, size: 736, ETA: 1:37:10
2024-12-17 14:36:55.992 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.255e-04, size: 608, ETA: 1:37:08
2024-12-17 14:36:58.534 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.255e-04, size: 672, ETA: 1:37:06
2024-12-17 14:37:00.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.255e-04, size: 736, ETA: 1:37:04
2024-12-17 14:37:03.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.2, cls_loss: 0.2, lr: 1.255e-04, size: 608, ETA: 1:37:01
2024-12-17 14:37:06.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.255e-04, size: 640, ETA: 1:36:59
2024-12-17 14:37:08.273 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.255e-04, size: 576, ETA: 1:36:57
2024-12-17 14:37:10.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.255e-04, size: 640, ETA: 1:36:55
2024-12-17 14:37:12.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.255e-04, size: 576, ETA: 1:36:53
2024-12-17 14:37:14.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.255e-04, size: 704, ETA: 1:36:50
2024-12-17 14:37:16.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.255e-04, size: 544, ETA: 1:36:48
2024-12-17 14:37:18.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.255e-04, size: 704, ETA: 1:36:46
2024-12-17 14:37:20.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.254e-04, size: 576, ETA: 1:36:44
2024-12-17 14:37:22.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.254e-04, size: 576, ETA: 1:36:41
2024-12-17 14:37:24.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.254e-04, size: 704, ETA: 1:36:39
2024-12-17 14:37:27.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.254e-04, size: 672, ETA: 1:36:37
2024-12-17 14:37:29.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.254e-04, size: 736, ETA: 1:36:35
2024-12-17 14:37:32.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.254e-04, size: 544, ETA: 1:36:33
2024-12-17 14:37:34.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.254e-04, size: 544, ETA: 1:36:30
2024-12-17 14:37:36.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.254e-04, size: 640, ETA: 1:36:28
2024-12-17 14:37:38.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.254e-04, size: 576, ETA: 1:36:26
2024-12-17 14:37:40.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.254e-04, size: 544, ETA: 1:36:24
2024-12-17 14:37:43.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.254e-04, size: 608, ETA: 1:36:22
2024-12-17 14:37:45.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.254e-04, size: 640, ETA: 1:36:19
2024-12-17 14:37:47.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.2, lr: 1.254e-04, size: 672, ETA: 1:36:17
2024-12-17 14:37:49.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.254e-04, size: 736, ETA: 1:36:15
2024-12-17 14:37:52.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.254e-04, size: 640, ETA: 1:36:13
2024-12-17 14:37:55.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.254e-04, size: 704, ETA: 1:36:11
2024-12-17 14:37:57.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.254e-04, size: 736, ETA: 1:36:08
2024-12-17 14:38:00.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.254e-04, size: 640, ETA: 1:36:06
2024-12-17 14:38:02.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.254e-04, size: 672, ETA: 1:36:04
2024-12-17 14:38:04.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.254e-04, size: 672, ETA: 1:36:02
2024-12-17 14:38:06.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.254e-04, size: 704, ETA: 1:36:00
2024-12-17 14:38:08.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.254e-04, size: 640, ETA: 1:35:57
2024-12-17 14:38:10.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.181s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.254e-04, size: 672, ETA: 1:35:55
2024-12-17 14:38:12.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.9, cls_loss: 0.2, lr: 1.254e-04, size: 640, ETA: 1:35:53
2024-12-17 14:38:15.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 704, ETA: 1:35:51
2024-12-17 14:38:17.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.253e-04, size: 672, ETA: 1:35:49
2024-12-17 14:38:20.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 608, ETA: 1:35:46
2024-12-17 14:38:23.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.253e-04, size: 736, ETA: 1:35:44
2024-12-17 14:38:25.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.253e-04, size: 672, ETA: 1:35:42
2024-12-17 14:38:27.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.253e-04, size: 672, ETA: 1:35:40
2024-12-17 14:38:29.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 704, ETA: 1:35:38
2024-12-17 14:38:31.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 736, ETA: 1:35:35
2024-12-17 14:38:33.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 704, ETA: 1:35:33
2024-12-17 14:38:35.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.253e-04, size: 640, ETA: 1:35:31
2024-12-17 14:38:37.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.253e-04, size: 736, ETA: 1:35:29
2024-12-17 14:38:40.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.253e-04, size: 608, ETA: 1:35:26
2024-12-17 14:38:42.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 672, ETA: 1:35:24
2024-12-17 14:38:45.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 640, ETA: 1:35:22
2024-12-17 14:38:47.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.253e-04, size: 576, ETA: 1:35:20
2024-12-17 14:38:50.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.253e-04, size: 672, ETA: 1:35:18
2024-12-17 14:38:52.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 736, ETA: 1:35:15
2024-12-17 14:38:54.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.253e-04, size: 640, ETA: 1:35:13
2024-12-17 14:38:55.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.253e-04, size: 576, ETA: 1:35:11
2024-12-17 14:38:57.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.253e-04, size: 736, ETA: 1:35:09
2024-12-17 14:38:59.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 544, ETA: 1:35:06
2024-12-17 14:39:01.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.164s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.253e-04, size: 576, ETA: 1:35:04
2024-12-17 14:39:03.144 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 544, ETA: 1:35:02
2024-12-17 14:39:05.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 672, ETA: 1:35:00
2024-12-17 14:39:08.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.248s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 608, ETA: 1:34:58
2024-12-17 14:39:10.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.253e-04, size: 736, ETA: 1:34:55
2024-12-17 14:39:13.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.253e-04, size: 608, ETA: 1:34:53
2024-12-17 14:39:15.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.252e-04, size: 544, ETA: 1:34:51
2024-12-17 14:39:17.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.252e-04, size: 672, ETA: 1:34:49
2024-12-17 14:39:19.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.252e-04, size: 640, ETA: 1:34:47
2024-12-17 14:39:20.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.252e-04, size: 640, ETA: 1:34:44
2024-12-17 14:39:22.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.176s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.3, lr: 1.252e-04, size: 640, ETA: 1:34:42
2024-12-17 14:39:24.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.252e-04, size: 608, ETA: 1:34:40
2024-12-17 14:39:26.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.252e-04, size: 608, ETA: 1:34:38
2024-12-17 14:39:28.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.252e-04, size: 544, ETA: 1:34:35
2024-12-17 14:39:31.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.252e-04, size: 608, ETA: 1:34:33
2024-12-17 14:39:33.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.252e-04, size: 640, ETA: 1:34:31
2024-12-17 14:39:36.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.252e-04, size: 576, ETA: 1:34:29
2024-12-17 14:39:38.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.252e-04, size: 736, ETA: 1:34:27
2024-12-17 14:39:40.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.252e-04, size: 544, ETA: 1:34:24
2024-12-17 14:39:43.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.252e-04, size: 576, ETA: 1:34:22
2024-12-17 14:39:45.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.252e-04, size: 640, ETA: 1:34:20
2024-12-17 14:39:47.889 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.252e-04, size: 736, ETA: 1:34:18
2024-12-17 14:39:50.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.252e-04, size: 704, ETA: 1:34:16
2024-12-17 14:39:52.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.252e-04, size: 736, ETA: 1:34:13
2024-12-17 14:39:55.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.252e-04, size: 576, ETA: 1:34:11
2024-12-17 14:39:57.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.252e-04, size: 640, ETA: 1:34:09
2024-12-17 14:40:00.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.252e-04, size: 736, ETA: 1:34:07
2024-12-17 14:40:03.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.252e-04, size: 672, ETA: 1:34:05
2024-12-17 14:40:05.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.252e-04, size: 736, ETA: 1:34:02
2024-12-17 14:40:07.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.252e-04, size: 736, ETA: 1:34:00
2024-12-17 14:40:09.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.252e-04, size: 704, ETA: 1:33:58
2024-12-17 14:40:11.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.252e-04, size: 576, ETA: 1:33:56
2024-12-17 14:40:14.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.252e-04, size: 704, ETA: 1:33:54
2024-12-17 14:40:16.577 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.252e-04, size: 736, ETA: 1:33:51
2024-12-17 14:40:19.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.252e-04, size: 608, ETA: 1:33:49
2024-12-17 14:40:21.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.252e-04, size: 640, ETA: 1:33:47
2024-12-17 14:40:24.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.252e-04, size: 576, ETA: 1:33:45
2024-12-17 14:40:26.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.252e-04, size: 576, ETA: 1:33:43
2024-12-17 14:40:28.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.252e-04, size: 544, ETA: 1:33:41
2024-12-17 14:40:30.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.252e-04, size: 576, ETA: 1:33:38
2024-12-17 14:40:32.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:33:36
2024-12-17 14:40:34.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.3, lr: 1.251e-04, size: 608, ETA: 1:33:34
2024-12-17 14:40:36.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.9, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:33:32
2024-12-17 14:40:38.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.201s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.3, lr: 1.251e-04, size: 640, ETA: 1:33:29
2024-12-17 14:40:40.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.001s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:33:27
2024-12-17 14:40:43.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 704, ETA: 1:33:25
2024-12-17 14:40:45.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:33:23
2024-12-17 14:40:48.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.251e-04, size: 608, ETA: 1:33:21
2024-12-17 14:40:50.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 576, ETA: 1:33:18
2024-12-17 14:40:53.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:33:16
2024-12-17 14:40:55.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 576, ETA: 1:33:14
2024-12-17 14:40:57.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:33:12
2024-12-17 14:40:59.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 544, ETA: 1:33:10
2024-12-17 14:41:01.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 576, ETA: 1:33:07
2024-12-17 14:41:02.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 576, ETA: 1:33:05
2024-12-17 14:41:04.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.196s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 704, ETA: 1:33:03
2024-12-17 14:41:06.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.251e-04, size: 544, ETA: 1:33:01
2024-12-17 14:41:09.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 608, ETA: 1:32:58
2024-12-17 14:41:11.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.251e-04, size: 608, ETA: 1:32:56
2024-12-17 14:41:14.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 544, ETA: 1:32:54
2024-12-17 14:41:16.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 608, ETA: 1:32:52
2024-12-17 14:41:18.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:32:50
2024-12-17 14:41:20.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.173s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:32:47
2024-12-17 14:41:22.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 704, ETA: 1:32:45
2024-12-17 14:41:24.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.251e-04, size: 736, ETA: 1:32:43
2024-12-17 14:41:27.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:32:41
2024-12-17 14:41:29.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.251e-04, size: 544, ETA: 1:32:38
2024-12-17 14:41:30.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.251e-04, size: 672, ETA: 1:32:36
2024-12-17 14:41:32.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.251e-04, size: 608, ETA: 1:32:34
2024-12-17 14:41:34.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 608, ETA: 1:32:32
2024-12-17 14:41:36.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 736, ETA: 1:32:29
2024-12-17 14:41:38.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.251e-04, size: 672, ETA: 1:32:27
2024-12-17 14:41:41.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.251e-04, size: 672, ETA: 1:32:25
2024-12-17 14:41:43.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 640, ETA: 1:32:23
2024-12-17 14:41:45.205 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 544, ETA: 1:32:21
2024-12-17 14:41:48.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.6, l1_loss: 0.5, conf_loss: 0.7, cls_loss: 0.3, lr: 1.251e-04, size: 736, ETA: 1:32:18
2024-12-17 14:41:50.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.251e-04, size: 736, ETA: 1:32:16
2024-12-17 14:41:53.715 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.251e-04, size: 640, ETA: 1:32:14
2024-12-17 14:41:56.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 544, ETA: 1:32:12
2024-12-17 14:41:58.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.251e-04, size: 608, ETA: 1:32:10
2024-12-17 14:42:00.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.251e-04, size: 608, ETA: 1:32:08
2024-12-17 14:42:02.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 576, ETA: 1:32:05
2024-12-17 14:42:04.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 608, ETA: 1:32:03
2024-12-17 14:42:06.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.3, lr: 1.251e-04, size: 672, ETA: 1:32:01
2024-12-17 14:42:08.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.3, lr: 1.251e-04, size: 576, ETA: 1:31:59
2024-12-17 14:42:10.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.251e-04, size: 544, ETA: 1:31:56
2024-12-17 14:42:13.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.251e-04, size: 544, ETA: 1:31:54
2024-12-17 14:42:15.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.251e-04, size: 576, ETA: 1:31:52
2024-12-17 14:42:17.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.251e-04, size: 704, ETA: 1:31:50
2024-12-17 14:42:19.285 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.251e-04, size: 704, ETA: 1:31:48
2024-12-17 14:42:21.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:31:45
2024-12-17 14:42:24.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:31:43
2024-12-17 14:42:26.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:31:41
2024-12-17 14:42:29.455 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:31:39
2024-12-17 14:42:31.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:31:37
2024-12-17 14:42:33.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:31:34
2024-12-17 14:42:35.387 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:31:32
2024-12-17 14:42:37.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:31:30
2024-12-17 14:42:39.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 608, ETA: 1:31:28
2024-12-17 14:42:41.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:31:25
2024-12-17 14:42:43.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:31:23
2024-12-17 14:42:46.158 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:31:21
2024-12-17 14:42:48.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:31:19
2024-12-17 14:42:51.101 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.003s, total_loss: 1.9, iou_loss: 0.5, l1_loss: 0.5, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 1:31:17
2024-12-17 14:42:53.870 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:31:14
2024-12-17 14:42:56.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:31:12
2024-12-17 14:42:58.469 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:31:10
2024-12-17 14:43:00.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:31:08
2024-12-17 14:43:02.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.3, lr: 1.250e-04, size: 608, ETA: 1:31:06
2024-12-17 14:43:04.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:31:03
2024-12-17 14:43:05.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:31:01
2024-12-17 14:43:07.669 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:30:59
2024-12-17 14:43:09.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:30:57
2024-12-17 14:43:12.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:30:54
2024-12-17 14:43:14.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:30:52
2024-12-17 14:43:17.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:30:50
2024-12-17 14:43:20.465 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:30:48
2024-12-17 14:43:22.863 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:30:46
2024-12-17 14:43:24.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:30:44
2024-12-17 14:43:26.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:30:41
2024-12-17 14:43:28.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:30:39
2024-12-17 14:43:30.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:30:37
2024-12-17 14:43:32.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:30:35
2024-12-17 14:43:33.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:30:32
2024-12-17 14:43:36.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:30:30
2024-12-17 14:43:39.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.252s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:30:28
2024-12-17 14:43:42.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 704, ETA: 1:30:26
2024-12-17 14:43:44.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:30:24
2024-12-17 14:43:47.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:30:21
2024-12-17 14:43:48.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:30:19
2024-12-17 14:43:50.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:30:17
2024-12-17 14:43:52.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:30:15
2024-12-17 14:43:54.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:30:12
2024-12-17 14:43:56.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:30:10
2024-12-17 14:43:58.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:30:08
2024-12-17 14:44:00.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:30:06
2024-12-17 14:44:03.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:30:04
2024-12-17 14:44:05.874 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:30:01
2024-12-17 14:44:08.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:29:59
2024-12-17 14:44:11.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.281s, data_time: 0.004s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:29:57
2024-12-17 14:44:14.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:29:55
2024-12-17 14:44:15.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:29:53
2024-12-17 14:44:17.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:29:50
2024-12-17 14:44:19.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:29:48
2024-12-17 14:44:21.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:29:46
2024-12-17 14:44:23.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:29:44
2024-12-17 14:44:25.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:29:42
2024-12-17 14:44:28.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:29:39
2024-12-17 14:44:30.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:29:37
2024-12-17 14:44:33.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.265s, data_time: 0.005s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:29:35
2024-12-17 14:44:36.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:29:33
2024-12-17 14:44:38.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:29:31
2024-12-17 14:44:39.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:29:28
2024-12-17 14:44:42.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:29:26
2024-12-17 14:44:44.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 608, ETA: 1:29:24
2024-12-17 14:44:46.103 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:29:22
2024-12-17 14:44:48.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 100/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.0Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:29:19
2024-12-17 14:44:48.701 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:45:44.500 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 14:45:44.645 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 14:45:44.696 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.05s)
2024-12-17 14:45:44.697 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 14:45:44.706 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 14:45:45.426 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.28 ms, Average inference time: 3.22 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.938
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.987
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.956
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.012
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.748
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.953
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.887
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.949
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.950
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.818
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.963
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 93.830 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 94.951 |

2024-12-17 14:45:45.427 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:45:46.417 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch101
2024-12-17 14:45:49.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:29:16
2024-12-17 14:45:51.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:29:14
2024-12-17 14:45:54.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:29:12
2024-12-17 14:45:56.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:29:10
2024-12-17 14:45:58.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:29:08
2024-12-17 14:46:00.545 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:29:05
2024-12-17 14:46:03.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:29:03
2024-12-17 14:46:05.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:29:01
2024-12-17 14:46:07.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:28:59
2024-12-17 14:46:09.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:28:56
2024-12-17 14:46:11.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:28:54
2024-12-17 14:46:13.952 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:28:52
2024-12-17 14:46:15.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:28:50
2024-12-17 14:46:18.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 1:28:48
2024-12-17 14:46:20.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:28:45
2024-12-17 14:46:22.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:28:43
2024-12-17 14:46:24.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:28:41
2024-12-17 14:46:26.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:28:39
2024-12-17 14:46:28.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:28:36
2024-12-17 14:46:30.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:28:34
2024-12-17 14:46:33.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:28:32
2024-12-17 14:46:36.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:28:30
2024-12-17 14:46:38.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:28:28
2024-12-17 14:46:41.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:28:26
2024-12-17 14:46:43.928 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:28:23
2024-12-17 14:46:45.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:28:21
2024-12-17 14:46:47.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:28:19
2024-12-17 14:46:49.756 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:28:17
2024-12-17 14:46:51.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:28:14
2024-12-17 14:46:53.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:28:12
2024-12-17 14:46:55.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:28:10
2024-12-17 14:46:57.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:28:08
2024-12-17 14:46:59.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:28:06
2024-12-17 14:47:01.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:28:03
2024-12-17 14:47:04.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:28:01
2024-12-17 14:47:06.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:27:59
2024-12-17 14:47:08.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:27:57
2024-12-17 14:47:10.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 1:27:54
2024-12-17 14:47:13.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:27:52
2024-12-17 14:47:15.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:27:50
2024-12-17 14:47:18.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:27:48
2024-12-17 14:47:20.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:27:46
2024-12-17 14:47:22.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:27:43
2024-12-17 14:47:24.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:27:41
2024-12-17 14:47:26.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:27:39
2024-12-17 14:47:28.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:27:37
2024-12-17 14:47:30.751 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:27:35
2024-12-17 14:47:33.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:27:32
2024-12-17 14:47:35.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:27:30
2024-12-17 14:47:38.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:27:28
2024-12-17 14:47:41.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:27:26
2024-12-17 14:47:43.941 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:27:24
2024-12-17 14:47:45.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:27:22
2024-12-17 14:47:48.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:27:19
2024-12-17 14:47:50.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:27:17
2024-12-17 14:47:52.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:27:15
2024-12-17 14:47:54.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 672, ETA: 1:27:13
2024-12-17 14:47:56.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:27:10
2024-12-17 14:47:58.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:27:08
2024-12-17 14:48:01.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:27:06
2024-12-17 14:48:04.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:27:04
2024-12-17 14:48:07.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:27:02
2024-12-17 14:48:09.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:27:00
2024-12-17 14:48:11.599 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:26:57
2024-12-17 14:48:14.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:26:55
2024-12-17 14:48:16.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:26:53
2024-12-17 14:48:18.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:26:51
2024-12-17 14:48:19.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:26:48
2024-12-17 14:48:22.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:26:46
2024-12-17 14:48:24.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:26:44
2024-12-17 14:48:27.443 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:26:42
2024-12-17 14:48:30.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:26:40
2024-12-17 14:48:32.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:26:38
2024-12-17 14:48:35.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:26:35
2024-12-17 14:48:36.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:26:33
2024-12-17 14:48:38.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:26:31
2024-12-17 14:48:40.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:26:29
2024-12-17 14:48:43.071 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:26:26
2024-12-17 14:48:45.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:26:24
2024-12-17 14:48:48.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:26:22
2024-12-17 14:48:50.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:26:20
2024-12-17 14:48:53.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:26:18
2024-12-17 14:48:55.906 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:26:16
2024-12-17 14:48:58.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:26:13
2024-12-17 14:49:00.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:26:11
2024-12-17 14:49:02.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:26:09
2024-12-17 14:49:04.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:26:07
2024-12-17 14:49:06.596 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:26:04
2024-12-17 14:49:08.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:26:02
2024-12-17 14:49:10.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:26:00
2024-12-17 14:49:12.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:25:58
2024-12-17 14:49:14.709 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:25:55
2024-12-17 14:49:17.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:25:53
2024-12-17 14:49:19.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:25:51
2024-12-17 14:49:22.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:25:49
2024-12-17 14:49:24.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:25:47
2024-12-17 14:49:26.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:25:45
2024-12-17 14:49:28.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:25:42
2024-12-17 14:49:30.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:25:40
2024-12-17 14:49:32.574 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:25:38
2024-12-17 14:49:34.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:25:36
2024-12-17 14:49:36.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:25:33
2024-12-17 14:49:39.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:25:31
2024-12-17 14:49:41.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:25:29
2024-12-17 14:49:43.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:25:27
2024-12-17 14:49:46.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:25:25
2024-12-17 14:49:48.852 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:25:22
2024-12-17 14:49:50.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:25:20
2024-12-17 14:49:52.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:25:18
2024-12-17 14:49:54.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:25:16
2024-12-17 14:49:56.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:25:13
2024-12-17 14:49:59.083 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:25:11
2024-12-17 14:50:01.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:25:09
2024-12-17 14:50:03.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:25:07
2024-12-17 14:50:05.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:25:05
2024-12-17 14:50:07.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:25:02
2024-12-17 14:50:10.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:25:00
2024-12-17 14:50:12.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:24:58
2024-12-17 14:50:14.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:24:56
2024-12-17 14:50:17.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.276s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:24:54
2024-12-17 14:50:19.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:24:51
2024-12-17 14:50:21.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:24:49
2024-12-17 14:50:23.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:24:47
2024-12-17 14:50:25.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:24:45
2024-12-17 14:50:26.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:24:42
2024-12-17 14:50:28.720 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:24:40
2024-12-17 14:50:30.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:24:38
2024-12-17 14:50:33.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:24:36
2024-12-17 14:50:35.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:24:34
2024-12-17 14:50:38.008 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:24:31
2024-12-17 14:50:40.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:24:29
2024-12-17 14:50:43.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:24:27
2024-12-17 14:50:46.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.283s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:24:25
2024-12-17 14:50:47.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.191s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:24:23
2024-12-17 14:50:50.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:24:20
2024-12-17 14:50:52.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:24:18
2024-12-17 14:50:54.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:24:16
2024-12-17 14:50:56.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.165s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:24:14
2024-12-17 14:50:58.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:24:12
2024-12-17 14:51:00.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:24:09
2024-12-17 14:51:02.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:24:07
2024-12-17 14:51:03.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:24:05
2024-12-17 14:51:06.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:24:03
2024-12-17 14:51:08.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:24:00
2024-12-17 14:51:10.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:23:58
2024-12-17 14:51:12.733 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:23:56
2024-12-17 14:51:15.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.229s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:23:54
2024-12-17 14:51:17.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 1:23:52
2024-12-17 14:51:19.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:23:49
2024-12-17 14:51:21.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:23:47
2024-12-17 14:51:22.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:23:45
2024-12-17 14:51:24.609 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.5, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:23:43
2024-12-17 14:51:26.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:23:40
2024-12-17 14:51:28.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:23:38
2024-12-17 14:51:31.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:23:36
2024-12-17 14:51:33.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:23:34
2024-12-17 14:51:36.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:23:32
2024-12-17 14:51:38.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.268s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:23:29
2024-12-17 14:51:41.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.268s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:23:27
2024-12-17 14:51:43.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:23:25
2024-12-17 14:51:45.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:23:23
2024-12-17 14:51:48.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:23:21
2024-12-17 14:51:49.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:23:18
2024-12-17 14:51:51.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:23:16
2024-12-17 14:51:53.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 1:23:14
2024-12-17 14:51:56.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:23:12
2024-12-17 14:51:58.646 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:23:09
2024-12-17 14:52:01.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:23:07
2024-12-17 14:52:03.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:23:05
2024-12-17 14:52:06.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:23:03
2024-12-17 14:52:08.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 1:23:01
2024-12-17 14:52:10.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:22:58
2024-12-17 14:52:12.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:22:56
2024-12-17 14:52:14.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:22:54
2024-12-17 14:52:16.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:22:52
2024-12-17 14:52:19.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:22:50
2024-12-17 14:52:21.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:22:47
2024-12-17 14:52:24.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.5, l1_loss: 0.5, conf_loss: 0.7, cls_loss: 0.3, lr: 1.250e-04, size: 704, ETA: 1:22:45
2024-12-17 14:52:27.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:22:43
2024-12-17 14:52:29.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.273s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:22:41
2024-12-17 14:52:32.460 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:22:39
2024-12-17 14:52:34.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.162s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:22:36
2024-12-17 14:52:35.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.157s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:22:34
2024-12-17 14:52:37.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.162s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:22:32
2024-12-17 14:52:39.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:22:30
2024-12-17 14:52:40.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:22:27
2024-12-17 14:52:42.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.164s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:22:25
2024-12-17 14:52:44.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.164s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:22:23
2024-12-17 14:52:46.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:22:21
2024-12-17 14:52:47.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:22:18
2024-12-17 14:52:49.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.171s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:22:16
2024-12-17 14:52:51.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:22:14
2024-12-17 14:52:53.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:22:12
2024-12-17 14:52:55.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:22:09
2024-12-17 14:52:57.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:22:07
2024-12-17 14:52:59.491 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:22:05
2024-12-17 14:53:01.293 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:22:03
2024-12-17 14:53:03.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:22:01
2024-12-17 14:53:05.216 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:21:58
2024-12-17 14:53:07.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:21:56
2024-12-17 14:53:08.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:21:54
2024-12-17 14:53:10.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:21:52
2024-12-17 14:53:13.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:21:49
2024-12-17 14:53:15.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:21:47
2024-12-17 14:53:17.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:21:45
2024-12-17 14:53:19.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:21:43
2024-12-17 14:53:21.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:21:40
2024-12-17 14:53:23.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:21:38
2024-12-17 14:53:25.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 1:21:36
2024-12-17 14:53:27.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:21:34
2024-12-17 14:53:29.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:21:32
2024-12-17 14:53:30.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:21:29
2024-12-17 14:53:32.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:21:27
2024-12-17 14:53:34.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:21:25
2024-12-17 14:53:36.174 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:21:23
2024-12-17 14:53:38.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:21:20
2024-12-17 14:53:40.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:21:18
2024-12-17 14:53:42.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:21:16
2024-12-17 14:53:44.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:21:14
2024-12-17 14:53:46.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:21:11
2024-12-17 14:53:48.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:21:09
2024-12-17 14:53:50.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:21:07
2024-12-17 14:53:52.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:21:05
2024-12-17 14:53:54.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:21:02
2024-12-17 14:53:56.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:21:00
2024-12-17 14:53:58.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:20:58
2024-12-17 14:54:00.303 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:20:56
2024-12-17 14:54:02.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:20:54
2024-12-17 14:54:04.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:20:51
2024-12-17 14:54:06.231 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:20:49
2024-12-17 14:54:08.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:20:47
2024-12-17 14:54:10.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:20:45
2024-12-17 14:54:13.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:20:42
2024-12-17 14:54:15.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:20:40
2024-12-17 14:54:17.187 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.007s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:20:38
2024-12-17 14:54:19.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:20:36
2024-12-17 14:54:21.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:20:34
2024-12-17 14:54:22.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.176s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:20:31
2024-12-17 14:54:24.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:20:29
2024-12-17 14:54:26.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:20:27
2024-12-17 14:54:28.781 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:20:25
2024-12-17 14:54:30.603 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 101/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:20:22
2024-12-17 14:54:31.473 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:55:26.814 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 14:55:26.968 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 14:55:27.007 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.04s)
2024-12-17 14:55:27.008 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 14:55:27.015 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 14:55:27.684 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.26 ms, Average inference time: 3.20 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.942
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.988
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.957
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.011
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.777
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.955
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.890
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.952
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.952
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.425
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.826
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.965
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.162 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.218 |

2024-12-17 14:55:27.685 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 14:55:28.691 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch102
2024-12-17 14:55:30.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:20:19
2024-12-17 14:55:32.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:20:17
2024-12-17 14:55:35.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:20:15
2024-12-17 14:55:37.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:20:13
2024-12-17 14:55:40.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:20:10
2024-12-17 14:55:43.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.6, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:20:08
2024-12-17 14:55:45.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:20:06
2024-12-17 14:55:48.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:20:04
2024-12-17 14:55:50.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:20:02
2024-12-17 14:55:52.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:19:59
2024-12-17 14:55:54.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:19:57
2024-12-17 14:55:55.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:19:55
2024-12-17 14:55:57.775 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:19:53
2024-12-17 14:55:59.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:19:51
2024-12-17 14:56:02.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:19:48
2024-12-17 14:56:05.167 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:19:46
2024-12-17 14:56:07.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:19:44
2024-12-17 14:56:10.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:19:42
2024-12-17 14:56:13.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:19:40
2024-12-17 14:56:15.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:19:37
2024-12-17 14:56:17.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:19:35
2024-12-17 14:56:19.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 1:19:33
2024-12-17 14:56:21.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:19:31
2024-12-17 14:56:23.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:19:29
2024-12-17 14:56:24.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:19:26
2024-12-17 14:56:26.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:19:24
2024-12-17 14:56:28.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:19:22
2024-12-17 14:56:30.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:19:20
2024-12-17 14:56:32.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:19:17
2024-12-17 14:56:34.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:19:15
2024-12-17 14:56:35.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:19:13
2024-12-17 14:56:37.814 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:19:11
2024-12-17 14:56:39.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:19:08
2024-12-17 14:56:42.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:19:06
2024-12-17 14:56:44.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:19:04
2024-12-17 14:56:47.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:19:02
2024-12-17 14:56:50.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:19:00
2024-12-17 14:56:52.505 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:18:57
2024-12-17 14:56:54.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:18:55
2024-12-17 14:56:56.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:18:53
2024-12-17 14:56:58.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:18:51
2024-12-17 14:57:00.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:18:48
2024-12-17 14:57:02.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:18:46
2024-12-17 14:57:04.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:18:44
2024-12-17 14:57:06.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:18:42
2024-12-17 14:57:09.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:18:40
2024-12-17 14:57:12.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:18:38
2024-12-17 14:57:14.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:18:35
2024-12-17 14:57:16.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:18:33
2024-12-17 14:57:18.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:18:31
2024-12-17 14:57:20.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:18:29
2024-12-17 14:57:22.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:18:26
2024-12-17 14:57:24.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:18:24
2024-12-17 14:57:26.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:18:22
2024-12-17 14:57:28.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:18:20
2024-12-17 14:57:30.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:18:17
2024-12-17 14:57:32.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:18:15
2024-12-17 14:57:35.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:18:13
2024-12-17 14:57:37.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:18:11
2024-12-17 14:57:39.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:18:09
2024-12-17 14:57:41.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:18:06
2024-12-17 14:57:44.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 1:18:04
2024-12-17 14:57:46.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:18:02
2024-12-17 14:57:48.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:18:00
2024-12-17 14:57:50.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:17:58
2024-12-17 14:57:52.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.165s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:17:55
2024-12-17 14:57:54.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:17:53
2024-12-17 14:57:56.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:17:51
2024-12-17 14:57:58.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:17:49
2024-12-17 14:58:00.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:17:46
2024-12-17 14:58:02.881 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:17:44
2024-12-17 14:58:05.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:17:42
2024-12-17 14:58:08.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:17:40
2024-12-17 14:58:11.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.310s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:17:38
2024-12-17 14:58:13.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:17:36
2024-12-17 14:58:15.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:17:33
2024-12-17 14:58:17.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:17:31
2024-12-17 14:58:19.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:17:29
2024-12-17 14:58:21.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:17:27
2024-12-17 14:58:23.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:17:24
2024-12-17 14:58:26.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:17:22
2024-12-17 14:58:28.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:17:20
2024-12-17 14:58:31.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:17:18
2024-12-17 14:58:34.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:17:16
2024-12-17 14:58:37.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:17:14
2024-12-17 14:58:39.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:17:11
2024-12-17 14:58:41.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:17:09
2024-12-17 14:58:43.435 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:17:07
2024-12-17 14:58:45.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:17:05
2024-12-17 14:58:47.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:17:02
2024-12-17 14:58:49.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:17:00
2024-12-17 14:58:51.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:16:58
2024-12-17 14:58:54.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:16:56
2024-12-17 14:58:57.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:16:54
2024-12-17 14:59:00.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:16:52
2024-12-17 14:59:02.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:16:49
2024-12-17 14:59:04.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:16:47
2024-12-17 14:59:06.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:16:45
2024-12-17 14:59:08.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:16:43
2024-12-17 14:59:09.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:16:40
2024-12-17 14:59:11.559 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.157s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:16:38
2024-12-17 14:59:14.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:16:36
2024-12-17 14:59:16.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:16:34
2024-12-17 14:59:18.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:16:31
2024-12-17 14:59:20.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:16:29
2024-12-17 14:59:23.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 640, ETA: 1:16:27
2024-12-17 14:59:26.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:16:25
2024-12-17 14:59:28.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:16:23
2024-12-17 14:59:30.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:16:21
2024-12-17 14:59:32.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:16:18
2024-12-17 14:59:34.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:16:16
2024-12-17 14:59:37.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:16:14
2024-12-17 14:59:40.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:16:12
2024-12-17 14:59:43.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:16:10
2024-12-17 14:59:45.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:16:07
2024-12-17 14:59:47.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:16:05
2024-12-17 14:59:49.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:16:03
2024-12-17 14:59:51.233 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:16:01
2024-12-17 14:59:53.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:15:58
2024-12-17 14:59:55.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:15:56
2024-12-17 14:59:58.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:15:54
2024-12-17 15:00:00.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:15:52
2024-12-17 15:00:03.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:15:50
2024-12-17 15:00:05.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:15:48
2024-12-17 15:00:07.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:15:45
2024-12-17 15:00:09.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 1:15:43
2024-12-17 15:00:11.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:15:41
2024-12-17 15:00:14.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:15:39
2024-12-17 15:00:16.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:15:36
2024-12-17 15:00:18.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:15:34
2024-12-17 15:00:20.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.003s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.5, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 1:15:32
2024-12-17 15:00:22.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:15:30
2024-12-17 15:00:25.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:15:28
2024-12-17 15:00:28.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:15:25
2024-12-17 15:00:31.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:15:23
2024-12-17 15:00:33.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:15:21
2024-12-17 15:00:35.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:15:19
2024-12-17 15:00:37.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:15:17
2024-12-17 15:00:39.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:15:14
2024-12-17 15:00:41.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:15:12
2024-12-17 15:00:44.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:15:10
2024-12-17 15:00:46.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:15:08
2024-12-17 15:00:49.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:15:06
2024-12-17 15:00:52.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:15:04
2024-12-17 15:00:54.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.6, l1_loss: 0.5, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 672, ETA: 1:15:01
2024-12-17 15:00:57.799 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:14:59
2024-12-17 15:01:00.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:14:57
2024-12-17 15:01:02.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:14:55
2024-12-17 15:01:04.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:14:53
2024-12-17 15:01:06.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:14:50
2024-12-17 15:01:08.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:14:48
2024-12-17 15:01:10.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:14:46
2024-12-17 15:01:12.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:14:44
2024-12-17 15:01:14.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:14:41
2024-12-17 15:01:17.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:14:39
2024-12-17 15:01:20.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:14:37
2024-12-17 15:01:22.931 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:14:35
2024-12-17 15:01:25.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:14:33
2024-12-17 15:01:27.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:14:31
2024-12-17 15:01:29.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:14:28
2024-12-17 15:01:30.982 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:14:26
2024-12-17 15:01:32.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:14:24
2024-12-17 15:01:34.529 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:14:22
2024-12-17 15:01:36.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:14:19
2024-12-17 15:01:38.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:14:17
2024-12-17 15:01:40.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:14:15
2024-12-17 15:01:43.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:14:13
2024-12-17 15:01:45.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:14:11
2024-12-17 15:01:48.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.233s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:14:08
2024-12-17 15:01:50.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:14:06
2024-12-17 15:01:53.639 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:14:04
2024-12-17 15:01:56.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:14:02
2024-12-17 15:01:58.636 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.001s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:14:00
2024-12-17 15:02:00.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:13:57
2024-12-17 15:02:02.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:13:55
2024-12-17 15:02:04.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:13:53
2024-12-17 15:02:06.727 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:13:51
2024-12-17 15:02:08.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:13:48
2024-12-17 15:02:10.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:13:46
2024-12-17 15:02:13.541 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:13:44
2024-12-17 15:02:16.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:13:42
2024-12-17 15:02:18.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:13:40
2024-12-17 15:02:21.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:13:38
2024-12-17 15:02:24.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:13:35
2024-12-17 15:02:26.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:13:33
2024-12-17 15:02:28.042 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:13:31
2024-12-17 15:02:30.001 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:13:29
2024-12-17 15:02:31.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:13:26
2024-12-17 15:02:34.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:13:24
2024-12-17 15:02:36.113 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:13:22
2024-12-17 15:02:38.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:13:20
2024-12-17 15:02:40.900 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:13:18
2024-12-17 15:02:43.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:13:15
2024-12-17 15:02:46.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:13:13
2024-12-17 15:02:48.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:13:11
2024-12-17 15:02:50.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:13:09
2024-12-17 15:02:52.902 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:13:07
2024-12-17 15:02:55.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:13:04
2024-12-17 15:02:58.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:13:02
2024-12-17 15:03:01.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:13:00
2024-12-17 15:03:03.280 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:12:58
2024-12-17 15:03:05.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:12:56
2024-12-17 15:03:06.911 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:12:53
2024-12-17 15:03:08.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:12:51
2024-12-17 15:03:10.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:12:49
2024-12-17 15:03:12.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:12:47
2024-12-17 15:03:14.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:12:44
2024-12-17 15:03:16.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:12:42
2024-12-17 15:03:19.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:12:40
2024-12-17 15:03:21.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:12:38
2024-12-17 15:03:24.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:12:36
2024-12-17 15:03:27.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:12:34
2024-12-17 15:03:29.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:12:31
2024-12-17 15:03:31.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:12:29
2024-12-17 15:03:33.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:12:27
2024-12-17 15:03:35.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:12:25
2024-12-17 15:03:37.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:12:22
2024-12-17 15:03:39.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:12:20
2024-12-17 15:03:42.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:12:18
2024-12-17 15:03:44.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:12:16
2024-12-17 15:03:47.153 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:12:14
2024-12-17 15:03:50.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:12:11
2024-12-17 15:03:53.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:12:09
2024-12-17 15:03:55.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:12:07
2024-12-17 15:03:57.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:12:05
2024-12-17 15:03:59.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:12:03
2024-12-17 15:04:01.092 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:12:00
2024-12-17 15:04:03.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 1:11:58
2024-12-17 15:04:05.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:11:56
2024-12-17 15:04:06.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:11:54
2024-12-17 15:04:09.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:11:52
2024-12-17 15:04:11.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:11:49
2024-12-17 15:04:14.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:11:47
2024-12-17 15:04:17.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:11:45
2024-12-17 15:04:19.396 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.006s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:11:43
2024-12-17 15:04:21.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:11:41
2024-12-17 15:04:24.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:11:38
2024-12-17 15:04:26.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:11:36
2024-12-17 15:04:28.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:11:34
2024-12-17 15:04:30.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:11:32
2024-12-17 15:04:32.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:11:29
2024-12-17 15:04:33.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 102/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:11:27
2024-12-17 15:04:34.589 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:05:29.198 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 15:05:29.336 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 15:05:29.375 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.04s)
2024-12-17 15:05:29.376 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 15:05:29.384 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 15:05:30.089 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.22 ms, Average inference time: 3.16 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.942
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.016
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.783
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.890
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.953
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.953
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.830
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.965
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.191 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.296 |

2024-12-17 15:05:30.090 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:05:31.227 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch103
2024-12-17 15:05:33.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:11:24
2024-12-17 15:05:35.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:11:22
2024-12-17 15:05:37.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:11:20
2024-12-17 15:05:39.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:11:17
2024-12-17 15:05:41.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:11:15
2024-12-17 15:05:44.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:11:13
2024-12-17 15:05:46.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:11:11
2024-12-17 15:05:49.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:11:09
2024-12-17 15:05:52.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:11:07
2024-12-17 15:05:54.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:11:04
2024-12-17 15:05:57.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:11:02
2024-12-17 15:05:59.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:11:00
2024-12-17 15:06:00.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:10:58
2024-12-17 15:06:02.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:10:55
2024-12-17 15:06:05.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:10:53
2024-12-17 15:06:08.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:10:51
2024-12-17 15:06:10.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:10:49
2024-12-17 15:06:13.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:10:47
2024-12-17 15:06:15.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:10:45
2024-12-17 15:06:17.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:10:42
2024-12-17 15:06:19.582 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:10:40
2024-12-17 15:06:21.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:10:38
2024-12-17 15:06:23.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:10:36
2024-12-17 15:06:25.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:10:33
2024-12-17 15:06:27.999 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:10:31
2024-12-17 15:06:30.628 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:10:29
2024-12-17 15:06:33.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:10:27
2024-12-17 15:06:36.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:10:25
2024-12-17 15:06:38.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:10:22
2024-12-17 15:06:40.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:10:20
2024-12-17 15:06:42.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:10:18
2024-12-17 15:06:44.991 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:10:16
2024-12-17 15:06:46.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:10:14
2024-12-17 15:06:48.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:10:11
2024-12-17 15:06:50.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:10:09
2024-12-17 15:06:53.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:10:07
2024-12-17 15:06:55.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:10:05
2024-12-17 15:06:58.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:10:03
2024-12-17 15:07:01.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:10:00
2024-12-17 15:07:04.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:09:58
2024-12-17 15:07:06.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:09:56
2024-12-17 15:07:08.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:09:54
2024-12-17 15:07:10.066 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:09:52
2024-12-17 15:07:12.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:09:49
2024-12-17 15:07:14.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:09:47
2024-12-17 15:07:16.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:09:45
2024-12-17 15:07:18.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:09:43
2024-12-17 15:07:21.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:09:41
2024-12-17 15:07:24.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:09:38
2024-12-17 15:07:27.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:09:36
2024-12-17 15:07:30.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:09:34
2024-12-17 15:07:32.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:09:32
2024-12-17 15:07:34.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:09:30
2024-12-17 15:07:36.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:09:27
2024-12-17 15:07:38.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:09:25
2024-12-17 15:07:40.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:09:23
2024-12-17 15:07:42.899 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:09:21
2024-12-17 15:07:44.816 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:09:18
2024-12-17 15:07:46.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.5, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:09:16
2024-12-17 15:07:49.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:09:14
2024-12-17 15:07:51.714 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:09:12
2024-12-17 15:07:54.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:09:10
2024-12-17 15:07:57.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:09:08
2024-12-17 15:07:59.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:09:05
2024-12-17 15:08:01.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:09:03
2024-12-17 15:08:03.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:09:01
2024-12-17 15:08:05.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:08:59
2024-12-17 15:08:07.366 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:08:56
2024-12-17 15:08:09.258 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:08:54
2024-12-17 15:08:11.108 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:08:52
2024-12-17 15:08:13.458 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:08:50
2024-12-17 15:08:15.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:08:48
2024-12-17 15:08:17.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:08:45
2024-12-17 15:08:19.764 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:08:43
2024-12-17 15:08:22.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:08:41
2024-12-17 15:08:25.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:08:39
2024-12-17 15:08:27.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.9, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:08:37
2024-12-17 15:08:29.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:08:34
2024-12-17 15:08:31.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:08:32
2024-12-17 15:08:34.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:08:30
2024-12-17 15:08:37.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 2.3, iou_loss: 0.6, l1_loss: 0.5, conf_loss: 0.9, cls_loss: 0.3, lr: 1.250e-04, size: 704, ETA: 1:08:28
2024-12-17 15:08:40.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:08:26
2024-12-17 15:08:42.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:08:23
2024-12-17 15:08:45.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:08:21
2024-12-17 15:08:48.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:08:19
2024-12-17 15:08:50.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:08:17
2024-12-17 15:08:52.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:08:15
2024-12-17 15:08:54.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:08:12
2024-12-17 15:08:56.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 1:08:10
2024-12-17 15:08:58.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:08:08
2024-12-17 15:09:00.155 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:08:06
2024-12-17 15:09:02.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:08:03
2024-12-17 15:09:04.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:08:01
2024-12-17 15:09:06.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:07:59
2024-12-17 15:09:09.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:07:57
2024-12-17 15:09:11.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:07:55
2024-12-17 15:09:14.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:07:52
2024-12-17 15:09:16.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:07:50
2024-12-17 15:09:18.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:07:48
2024-12-17 15:09:20.395 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:07:46
2024-12-17 15:09:22.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:07:44
2024-12-17 15:09:23.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:07:41
2024-12-17 15:09:25.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:07:39
2024-12-17 15:09:27.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 1:07:37
2024-12-17 15:09:29.836 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:07:35
2024-12-17 15:09:32.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:07:32
2024-12-17 15:09:35.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:07:30
2024-12-17 15:09:38.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:07:28
2024-12-17 15:09:40.865 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:07:26
2024-12-17 15:09:43.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:07:24
2024-12-17 15:09:45.947 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:07:22
2024-12-17 15:09:47.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:07:19
2024-12-17 15:09:49.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:07:17
2024-12-17 15:09:51.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:07:15
2024-12-17 15:09:53.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:07:13
2024-12-17 15:09:55.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:07:10
2024-12-17 15:09:57.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:07:08
2024-12-17 15:10:00.379 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:07:06
2024-12-17 15:10:03.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:07:04
2024-12-17 15:10:06.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:07:02
2024-12-17 15:10:08.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:06:59
2024-12-17 15:10:10.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:06:57
2024-12-17 15:10:12.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:06:55
2024-12-17 15:10:15.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:06:53
2024-12-17 15:10:18.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:06:51
2024-12-17 15:10:20.922 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:06:49
2024-12-17 15:10:22.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:06:46
2024-12-17 15:10:25.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:06:44
2024-12-17 15:10:27.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:06:42
2024-12-17 15:10:28.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:06:40
2024-12-17 15:10:30.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:06:37
2024-12-17 15:10:32.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:06:35
2024-12-17 15:10:35.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:06:33
2024-12-17 15:10:37.786 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:06:31
2024-12-17 15:10:40.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:06:29
2024-12-17 15:10:43.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:06:26
2024-12-17 15:10:46.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:06:24
2024-12-17 15:10:48.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:06:22
2024-12-17 15:10:50.315 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:06:20
2024-12-17 15:10:52.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:06:18
2024-12-17 15:10:54.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:06:15
2024-12-17 15:10:56.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:06:13
2024-12-17 15:10:57.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:06:11
2024-12-17 15:10:59.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:06:09
2024-12-17 15:11:02.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:06:06
2024-12-17 15:11:04.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:06:04
2024-12-17 15:11:07.192 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:06:02
2024-12-17 15:11:10.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:06:00
2024-12-17 15:11:12.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:05:58
2024-12-17 15:11:14.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:05:55
2024-12-17 15:11:16.526 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:05:53
2024-12-17 15:11:18.414 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:05:51
2024-12-17 15:11:20.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:05:49
2024-12-17 15:11:22.584 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:05:47
2024-12-17 15:11:24.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:05:44
2024-12-17 15:11:26.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:05:42
2024-12-17 15:11:29.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:05:40
2024-12-17 15:11:31.868 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:05:38
2024-12-17 15:11:34.557 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:05:36
2024-12-17 15:11:37.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:05:33
2024-12-17 15:11:39.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:05:31
2024-12-17 15:11:41.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:05:29
2024-12-17 15:11:43.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:05:27
2024-12-17 15:11:45.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:05:25
2024-12-17 15:11:47.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:05:22
2024-12-17 15:11:49.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:05:20
2024-12-17 15:11:52.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:05:18
2024-12-17 15:11:54.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:05:16
2024-12-17 15:11:57.572 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:05:14
2024-12-17 15:12:00.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:05:11
2024-12-17 15:12:02.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.004s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:05:09
2024-12-17 15:12:05.039 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:05:07
2024-12-17 15:12:07.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:05:05
2024-12-17 15:12:09.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:05:03
2024-12-17 15:12:11.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:05:00
2024-12-17 15:12:13.020 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.173s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:04:58
2024-12-17 15:12:14.640 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.161s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:04:56
2024-12-17 15:12:17.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:04:54
2024-12-17 15:12:20.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:04:51
2024-12-17 15:12:22.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:04:49
2024-12-17 15:12:25.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:04:47
2024-12-17 15:12:28.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:04:45
2024-12-17 15:12:30.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:04:43
2024-12-17 15:12:31.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:04:40
2024-12-17 15:12:33.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:04:38
2024-12-17 15:12:35.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:04:36
2024-12-17 15:12:37.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:04:34
2024-12-17 15:12:39.795 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:04:32
2024-12-17 15:12:42.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:04:29
2024-12-17 15:12:44.837 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:04:27
2024-12-17 15:12:47.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 1:04:25
2024-12-17 15:12:50.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:04:23
2024-12-17 15:12:52.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:04:21
2024-12-17 15:12:55.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:04:18
2024-12-17 15:12:57.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:04:16
2024-12-17 15:12:59.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.5, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 704, ETA: 1:04:14
2024-12-17 15:13:01.259 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:04:12
2024-12-17 15:13:03.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:04:10
2024-12-17 15:13:05.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:04:07
2024-12-17 15:13:07.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:04:05
2024-12-17 15:13:09.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:04:03
2024-12-17 15:13:12.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:04:01
2024-12-17 15:13:15.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:03:59
2024-12-17 15:13:17.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:03:56
2024-12-17 15:13:21.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.310s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:03:54
2024-12-17 15:13:23.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:03:52
2024-12-17 15:13:24.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:03:50
2024-12-17 15:13:27.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:03:48
2024-12-17 15:13:29.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:03:45
2024-12-17 15:13:31.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:03:43
2024-12-17 15:13:33.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:03:41
2024-12-17 15:13:35.286 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:03:39
2024-12-17 15:13:37.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:03:36
2024-12-17 15:13:40.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:03:34
2024-12-17 15:13:43.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:03:32
2024-12-17 15:13:45.329 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:03:30
2024-12-17 15:13:47.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:03:28
2024-12-17 15:13:49.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:03:25
2024-12-17 15:13:51.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:03:23
2024-12-17 15:13:53.043 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:03:21
2024-12-17 15:13:54.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:03:19
2024-12-17 15:13:56.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:03:16
2024-12-17 15:13:58.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:03:14
2024-12-17 15:14:00.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:03:12
2024-12-17 15:14:03.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:03:10
2024-12-17 15:14:05.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:03:08
2024-12-17 15:14:08.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:03:05
2024-12-17 15:14:11.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:03:03
2024-12-17 15:14:13.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:03:01
2024-12-17 15:14:15.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:02:59
2024-12-17 15:14:17.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:02:57
2024-12-17 15:14:18.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.160s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:02:54
2024-12-17 15:14:20.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:02:52
2024-12-17 15:14:22.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:02:50
2024-12-17 15:14:24.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.007s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:02:48
2024-12-17 15:14:26.806 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.8, cls_loss: 0.3, lr: 1.250e-04, size: 608, ETA: 1:02:45
2024-12-17 15:14:29.281 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:02:43
2024-12-17 15:14:31.855 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:02:41
2024-12-17 15:14:34.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:02:39
2024-12-17 15:14:37.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:02:37
2024-12-17 15:14:39.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:02:35
2024-12-17 15:14:41.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 103/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:02:32
2024-12-17 15:14:42.977 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:15:38.106 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 15:15:38.246 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 15:15:38.286 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.04s)
2024-12-17 15:15:38.286 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 15:15:38.294 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 15:15:38.950 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.25 ms, Average inference time: 3.19 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.943
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.022
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.786
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.891
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.953
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.953
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.831
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.966
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.287 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.330 |

2024-12-17 15:15:38.951 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:15:40.074 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch104
2024-12-17 15:15:42.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:02:29
2024-12-17 15:15:44.449 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:02:27
2024-12-17 15:15:46.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.003s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:02:25
2024-12-17 15:15:49.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.3, lr: 1.250e-04, size: 608, ETA: 1:02:23
2024-12-17 15:15:52.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:02:20
2024-12-17 15:15:55.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:02:18
2024-12-17 15:15:58.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:02:16
2024-12-17 15:16:01.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.299s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:02:14
2024-12-17 15:16:03.989 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:02:12
2024-12-17 15:16:06.835 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:02:10
2024-12-17 15:16:09.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:02:07
2024-12-17 15:16:12.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:02:05
2024-12-17 15:16:15.617 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.307s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.4, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:02:03
2024-12-17 15:16:18.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:02:01
2024-12-17 15:16:21.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:01:59
2024-12-17 15:16:24.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:01:57
2024-12-17 15:16:26.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:01:54
2024-12-17 15:16:29.944 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:01:52
2024-12-17 15:16:32.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:01:50
2024-12-17 15:16:35.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:01:48
2024-12-17 15:16:38.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:01:46
2024-12-17 15:16:41.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:01:44
2024-12-17 15:16:43.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:01:41
2024-12-17 15:16:46.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:01:39
2024-12-17 15:16:48.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 1:01:37
2024-12-17 15:16:51.262 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:01:35
2024-12-17 15:16:54.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:01:33
2024-12-17 15:16:56.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:01:30
2024-12-17 15:16:58.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:01:28
2024-12-17 15:17:00.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 1.0, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:01:26
2024-12-17 15:17:02.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:01:24
2024-12-17 15:17:04.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:01:22
2024-12-17 15:17:06.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:01:19
2024-12-17 15:17:08.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:01:17
2024-12-17 15:17:10.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:01:15
2024-12-17 15:17:12.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:01:13
2024-12-17 15:17:14.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:01:10
2024-12-17 15:17:16.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 1:01:08
2024-12-17 15:17:19.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.295s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:01:06
2024-12-17 15:17:22.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:01:04
2024-12-17 15:17:24.575 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:01:02
2024-12-17 15:17:26.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:00:59
2024-12-17 15:17:28.515 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:00:57
2024-12-17 15:17:30.483 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:00:55
2024-12-17 15:17:32.495 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:00:53
2024-12-17 15:17:34.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 1:00:51
2024-12-17 15:17:36.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:00:48
2024-12-17 15:17:38.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:00:46
2024-12-17 15:17:40.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 1:00:44
2024-12-17 15:17:43.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:00:42
2024-12-17 15:17:46.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:00:40
2024-12-17 15:17:48.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:00:37
2024-12-17 15:17:51.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:00:35
2024-12-17 15:17:52.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:00:33
2024-12-17 15:17:54.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 1:00:31
2024-12-17 15:17:56.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 1:00:28
2024-12-17 15:17:58.381 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:00:26
2024-12-17 15:18:00.252 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 1:00:24
2024-12-17 15:18:02.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:00:22
2024-12-17 15:18:05.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 1:00:20
2024-12-17 15:18:07.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:00:17
2024-12-17 15:18:10.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:00:15
2024-12-17 15:18:13.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:00:13
2024-12-17 15:18:15.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 1:00:11
2024-12-17 15:18:17.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 1:00:09
2024-12-17 15:18:19.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 1:00:06
2024-12-17 15:18:21.765 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 1:00:04
2024-12-17 15:18:24.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 1:00:02
2024-12-17 15:18:27.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 1:00:00
2024-12-17 15:18:29.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:59:58
2024-12-17 15:18:32.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:59:55
2024-12-17 15:18:34.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:59:53
2024-12-17 15:18:36.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:59:51
2024-12-17 15:18:38.095 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:59:49
2024-12-17 15:18:40.471 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:59:46
2024-12-17 15:18:42.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:59:44
2024-12-17 15:18:45.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:59:42
2024-12-17 15:18:48.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:59:40
2024-12-17 15:18:51.077 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:59:38
2024-12-17 15:18:53.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:59:36
2024-12-17 15:18:55.239 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:59:33
2024-12-17 15:18:57.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:59:31
2024-12-17 15:18:59.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:59:29
2024-12-17 15:19:01.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:59:27
2024-12-17 15:19:03.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:59:24
2024-12-17 15:19:05.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:59:22
2024-12-17 15:19:08.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:59:20
2024-12-17 15:19:11.141 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:59:18
2024-12-17 15:19:14.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.303s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:59:16
2024-12-17 15:19:16.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:59:13
2024-12-17 15:19:18.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:59:11
2024-12-17 15:19:21.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:59:09
2024-12-17 15:19:23.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:59:07
2024-12-17 15:19:25.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:59:05
2024-12-17 15:19:27.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:59:02
2024-12-17 15:19:29.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:59:00
2024-12-17 15:19:31.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:58:58
2024-12-17 15:19:33.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:58:56
2024-12-17 15:19:35.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:58:53
2024-12-17 15:19:37.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:58:51
2024-12-17 15:19:40.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:58:49
2024-12-17 15:19:42.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:58:47
2024-12-17 15:19:45.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:58:45
2024-12-17 15:19:47.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:58:43
2024-12-17 15:19:50.060 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:58:40
2024-12-17 15:19:52.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:58:38
2024-12-17 15:19:53.998 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:58:36
2024-12-17 15:19:55.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:58:34
2024-12-17 15:19:57.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:58:31
2024-12-17 15:19:59.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:58:29
2024-12-17 15:20:01.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:58:27
2024-12-17 15:20:04.339 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:58:25
2024-12-17 15:20:06.936 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:58:23
2024-12-17 15:20:09.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:58:20
2024-12-17 15:20:12.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:58:18
2024-12-17 15:20:14.447 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:58:16
2024-12-17 15:20:16.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:58:14
2024-12-17 15:20:18.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 2.0, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.7, cls_loss: 0.3, lr: 1.250e-04, size: 704, ETA: 0:58:12
2024-12-17 15:20:20.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:58:09
2024-12-17 15:20:22.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:58:07
2024-12-17 15:20:24.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:58:05
2024-12-17 15:20:26.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:58:03
2024-12-17 15:20:28.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:58:00
2024-12-17 15:20:31.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.001s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:57:58
2024-12-17 15:20:33.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:57:56
2024-12-17 15:20:36.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:57:54
2024-12-17 15:20:39.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:57:52
2024-12-17 15:20:42.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:57:50
2024-12-17 15:20:44.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:57:47
2024-12-17 15:20:46.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:57:45
2024-12-17 15:20:48.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:57:43
2024-12-17 15:20:50.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:57:41
2024-12-17 15:20:52.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:57:38
2024-12-17 15:20:54.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:57:36
2024-12-17 15:20:57.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:57:34
2024-12-17 15:21:00.100 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:57:32
2024-12-17 15:21:02.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:57:30
2024-12-17 15:21:05.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:57:27
2024-12-17 15:21:07.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:57:25
2024-12-17 15:21:09.518 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:57:23
2024-12-17 15:21:11.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:57:21
2024-12-17 15:21:13.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:57:19
2024-12-17 15:21:15.708 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:57:16
2024-12-17 15:21:17.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:57:14
2024-12-17 15:21:20.019 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:57:12
2024-12-17 15:21:22.740 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:57:10
2024-12-17 15:21:25.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:57:08
2024-12-17 15:21:28.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.305s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:57:05
2024-12-17 15:21:31.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:57:03
2024-12-17 15:21:33.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:57:01
2024-12-17 15:21:35.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:56:59
2024-12-17 15:21:37.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:56:57
2024-12-17 15:21:39.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:56:54
2024-12-17 15:21:41.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:56:52
2024-12-17 15:21:44.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:56:50
2024-12-17 15:21:46.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:56:48
2024-12-17 15:21:49.140 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:56:46
2024-12-17 15:21:51.735 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:56:43
2024-12-17 15:21:54.178 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:56:41
2024-12-17 15:21:57.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:56:39
2024-12-17 15:21:59.792 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:56:37
2024-12-17 15:22:01.613 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:56:35
2024-12-17 15:22:03.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:56:32
2024-12-17 15:22:05.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:56:30
2024-12-17 15:22:07.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:56:28
2024-12-17 15:22:09.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:56:26
2024-12-17 15:22:10.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:56:23
2024-12-17 15:22:12.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:56:21
2024-12-17 15:22:15.064 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:56:19
2024-12-17 15:22:17.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:56:17
2024-12-17 15:22:19.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:56:15
2024-12-17 15:22:21.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:56:12
2024-12-17 15:22:24.232 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:56:10
2024-12-17 15:22:26.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:56:08
2024-12-17 15:22:29.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:56:06
2024-12-17 15:22:32.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:56:04
2024-12-17 15:22:34.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.227s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:56:01
2024-12-17 15:22:36.659 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.3, l1_loss: 0.4, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:55:59
2024-12-17 15:22:38.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:55:57
2024-12-17 15:22:41.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:55:55
2024-12-17 15:22:43.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:55:53
2024-12-17 15:22:46.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:55:50
2024-12-17 15:22:48.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:55:48
2024-12-17 15:22:51.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:55:46
2024-12-17 15:22:53.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:55:44
2024-12-17 15:22:55.834 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:55:42
2024-12-17 15:22:57.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:55:39
2024-12-17 15:22:59.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:55:37
2024-12-17 15:23:01.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:55:35
2024-12-17 15:23:03.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:55:33
2024-12-17 15:23:05.608 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.222s, data_time: 0.003s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:55:30
2024-12-17 15:23:07.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:55:28
2024-12-17 15:23:10.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:55:26
2024-12-17 15:23:13.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:55:24
2024-12-17 15:23:16.269 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:55:22
2024-12-17 15:23:18.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:55:19
2024-12-17 15:23:20.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:55:17
2024-12-17 15:23:22.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:55:15
2024-12-17 15:23:24.206 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:55:13
2024-12-17 15:23:26.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:55:11
2024-12-17 15:23:28.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:55:08
2024-12-17 15:23:30.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:55:06
2024-12-17 15:23:32.543 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 0:55:04
2024-12-17 15:23:34.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:55:02
2024-12-17 15:23:37.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.277s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:54:59
2024-12-17 15:23:40.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.276s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:54:57
2024-12-17 15:23:43.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:54:55
2024-12-17 15:23:45.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:54:53
2024-12-17 15:23:47.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:54:51
2024-12-17 15:23:49.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:54:48
2024-12-17 15:23:51.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.176s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:54:46
2024-12-17 15:23:53.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:54:44
2024-12-17 15:23:55.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:54:42
2024-12-17 15:23:57.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:54:40
2024-12-17 15:23:59.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:54:37
2024-12-17 15:24:02.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:54:35
2024-12-17 15:24:05.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.270s, data_time: 0.001s, total_loss: 1.6, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.8, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:54:33
2024-12-17 15:24:07.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:54:31
2024-12-17 15:24:10.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:54:29
2024-12-17 15:24:12.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:54:26
2024-12-17 15:24:14.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:54:24
2024-12-17 15:24:16.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:54:22
2024-12-17 15:24:18.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:54:20
2024-12-17 15:24:20.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:54:17
2024-12-17 15:24:22.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:54:15
2024-12-17 15:24:25.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:54:13
2024-12-17 15:24:27.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:54:11
2024-12-17 15:24:30.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:54:09
2024-12-17 15:24:33.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:54:07
2024-12-17 15:24:36.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:54:04
2024-12-17 15:24:37.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:54:02
2024-12-17 15:24:40.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:54:00
2024-12-17 15:24:42.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:53:58
2024-12-17 15:24:44.473 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:53:55
2024-12-17 15:24:46.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.191s, data_time: 0.007s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:53:53
2024-12-17 15:24:48.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:53:51
2024-12-17 15:24:50.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:53:49
2024-12-17 15:24:53.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:53:47
2024-12-17 15:24:56.107 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:53:44
2024-12-17 15:24:59.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:53:42
2024-12-17 15:25:01.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:53:40
2024-12-17 15:25:03.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 104/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.1Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:53:38
2024-12-17 15:25:04.106 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:25:59.760 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 15:25:59.901 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 15:25:59.941 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.04s)
2024-12-17 15:25:59.941 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 15:25:59.949 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 15:26:00.610 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.28 ms, Average inference time: 3.22 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.943
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.031
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.786
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.891
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.550
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.830
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.966
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.297 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.371 |

2024-12-17 15:26:00.611 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:26:01.770 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch105
2024-12-17 15:26:04.225 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:53:35
2024-12-17 15:26:06.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:53:33
2024-12-17 15:26:07.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:53:30
2024-12-17 15:26:09.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:53:28
2024-12-17 15:26:12.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:53:26
2024-12-17 15:26:15.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:53:24
2024-12-17 15:26:17.234 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:53:21
2024-12-17 15:26:19.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:53:19
2024-12-17 15:26:21.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:53:17
2024-12-17 15:26:24.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:53:15
2024-12-17 15:26:27.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:53:13
2024-12-17 15:26:30.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.304s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:53:10
2024-12-17 15:26:32.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:53:08
2024-12-17 15:26:35.298 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.5, l1_loss: 0.5, conf_loss: 0.9, cls_loss: 0.3, lr: 1.250e-04, size: 640, ETA: 0:53:06
2024-12-17 15:26:37.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:53:04
2024-12-17 15:26:39.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:53:02
2024-12-17 15:26:41.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:52:59
2024-12-17 15:26:44.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:52:57
2024-12-17 15:26:46.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:52:55
2024-12-17 15:26:49.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:52:53
2024-12-17 15:26:51.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:52:51
2024-12-17 15:26:54.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:52:49
2024-12-17 15:26:57.347 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:52:46
2024-12-17 15:26:59.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:52:44
2024-12-17 15:27:01.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:52:42
2024-12-17 15:27:03.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:52:40
2024-12-17 15:27:05.311 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:52:37
2024-12-17 15:27:07.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:52:35
2024-12-17 15:27:09.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:52:33
2024-12-17 15:27:11.402 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:52:31
2024-12-17 15:27:13.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:52:29
2024-12-17 15:27:15.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:52:26
2024-12-17 15:27:18.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:52:24
2024-12-17 15:27:21.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:52:22
2024-12-17 15:27:23.742 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 640, ETA: 0:52:20
2024-12-17 15:27:25.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:52:18
2024-12-17 15:27:27.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:52:15
2024-12-17 15:27:29.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:52:13
2024-12-17 15:27:31.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:52:11
2024-12-17 15:27:33.327 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:52:09
2024-12-17 15:27:35.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:52:06
2024-12-17 15:27:37.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:52:04
2024-12-17 15:27:40.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:52:02
2024-12-17 15:27:42.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.003s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:52:00
2024-12-17 15:27:45.811 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.314s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:51:58
2024-12-17 15:27:48.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:51:55
2024-12-17 15:27:50.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:51:53
2024-12-17 15:27:53.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:51:51
2024-12-17 15:27:55.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:51:49
2024-12-17 15:27:57.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:51:47
2024-12-17 15:27:59.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:51:44
2024-12-17 15:28:01.362 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:51:42
2024-12-17 15:28:03.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:51:40
2024-12-17 15:28:06.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:51:38
2024-12-17 15:28:08.770 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:51:36
2024-12-17 15:28:11.340 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:51:33
2024-12-17 15:28:13.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:51:31
2024-12-17 15:28:15.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:51:29
2024-12-17 15:28:17.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:51:27
2024-12-17 15:28:19.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:51:24
2024-12-17 15:28:21.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:51:22
2024-12-17 15:28:23.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:51:20
2024-12-17 15:28:26.127 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:51:18
2024-12-17 15:28:28.376 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:51:16
2024-12-17 15:28:31.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:51:13
2024-12-17 15:28:33.487 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:51:11
2024-12-17 15:28:36.053 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:51:09
2024-12-17 15:28:38.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:51:07
2024-12-17 15:28:41.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:51:05
2024-12-17 15:28:43.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:51:02
2024-12-17 15:28:45.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:51:00
2024-12-17 15:28:47.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:50:58
2024-12-17 15:28:49.484 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:50:56
2024-12-17 15:28:51.555 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:50:54
2024-12-17 15:28:53.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.8, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:50:51
2024-12-17 15:28:56.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:50:49
2024-12-17 15:28:58.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:50:47
2024-12-17 15:29:01.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.292s, data_time: 0.001s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:50:45
2024-12-17 15:29:04.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:50:43
2024-12-17 15:29:07.360 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:50:40
2024-12-17 15:29:09.282 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:50:38
2024-12-17 15:29:11.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 2.4, iou_loss: 0.5, l1_loss: 0.5, conf_loss: 1.0, cls_loss: 0.3, lr: 1.250e-04, size: 672, ETA: 0:50:36
2024-12-17 15:29:13.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:50:34
2024-12-17 15:29:15.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:50:32
2024-12-17 15:29:17.817 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:50:29
2024-12-17 15:29:20.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.223s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:50:27
2024-12-17 15:29:22.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:50:25
2024-12-17 15:29:25.321 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:50:23
2024-12-17 15:29:28.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:50:21
2024-12-17 15:29:30.995 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:50:18
2024-12-17 15:29:33.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:50:16
2024-12-17 15:29:35.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:50:14
2024-12-17 15:29:37.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:50:12
2024-12-17 15:29:39.171 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:50:09
2024-12-17 15:29:41.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:50:07
2024-12-17 15:29:43.236 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:50:05
2024-12-17 15:29:44.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:50:03
2024-12-17 15:29:47.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:50:01
2024-12-17 15:29:49.698 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:49:58
2024-12-17 15:29:52.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:49:56
2024-12-17 15:29:54.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:49:54
2024-12-17 15:29:56.044 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:49:52
2024-12-17 15:29:57.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:49:49
2024-12-17 15:30:00.768 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:49:47
2024-12-17 15:30:03.576 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:49:45
2024-12-17 15:30:06.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:49:43
2024-12-17 15:30:08.320 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:49:41
2024-12-17 15:30:10.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:49:38
2024-12-17 15:30:12.453 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:49:36
2024-12-17 15:30:15.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:49:34
2024-12-17 15:30:17.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:49:32
2024-12-17 15:30:19.224 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:49:30
2024-12-17 15:30:21.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:49:27
2024-12-17 15:30:24.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:49:25
2024-12-17 15:30:26.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:49:23
2024-12-17 15:30:29.667 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:49:21
2024-12-17 15:30:32.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:49:19
2024-12-17 15:30:34.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:49:16
2024-12-17 15:30:36.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:49:14
2024-12-17 15:30:38.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:49:12
2024-12-17 15:30:40.041 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:49:10
2024-12-17 15:30:42.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:49:08
2024-12-17 15:30:44.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:49:05
2024-12-17 15:30:47.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:49:03
2024-12-17 15:30:50.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:49:01
2024-12-17 15:30:52.738 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:48:59
2024-12-17 15:30:55.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:48:57
2024-12-17 15:30:58.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:48:54
2024-12-17 15:31:00.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:48:52
2024-12-17 15:31:02.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:48:50
2024-12-17 15:31:04.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:48:48
2024-12-17 15:31:06.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:48:46
2024-12-17 15:31:08.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:48:43
2024-12-17 15:31:10.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:48:41
2024-12-17 15:31:13.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:48:39
2024-12-17 15:31:15.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:48:37
2024-12-17 15:31:18.029 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:48:35
2024-12-17 15:31:20.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:48:32
2024-12-17 15:31:23.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:48:30
2024-12-17 15:31:25.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:48:28
2024-12-17 15:31:27.858 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:48:26
2024-12-17 15:31:29.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:48:23
2024-12-17 15:31:31.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:48:21
2024-12-17 15:31:33.368 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:48:19
2024-12-17 15:31:35.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:48:17
2024-12-17 15:31:37.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:48:15
2024-12-17 15:31:39.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:48:12
2024-12-17 15:31:41.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:48:10
2024-12-17 15:31:44.017 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.4, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:48:08
2024-12-17 15:31:46.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:48:06
2024-12-17 15:31:49.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:48:04
2024-12-17 15:31:51.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:48:01
2024-12-17 15:31:53.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:47:59
2024-12-17 15:31:55.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:47:57
2024-12-17 15:31:57.644 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:47:55
2024-12-17 15:31:59.592 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:47:52
2024-12-17 15:32:01.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:47:50
2024-12-17 15:32:03.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:47:48
2024-12-17 15:32:06.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:47:46
2024-12-17 15:32:09.075 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:47:44
2024-12-17 15:32:11.972 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:47:41
2024-12-17 15:32:14.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:47:39
2024-12-17 15:32:16.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 704, ETA: 0:47:37
2024-12-17 15:32:18.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:47:35
2024-12-17 15:32:21.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:47:33
2024-12-17 15:32:23.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:47:30
2024-12-17 15:32:26.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:47:28
2024-12-17 15:32:28.146 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:47:26
2024-12-17 15:32:30.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:47:24
2024-12-17 15:32:32.499 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:47:22
2024-12-17 15:32:34.927 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:47:19
2024-12-17 15:32:37.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:47:17
2024-12-17 15:32:40.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:47:15
2024-12-17 15:32:43.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.301s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:47:13
2024-12-17 15:32:45.719 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:47:11
2024-12-17 15:32:47.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:47:08
2024-12-17 15:32:49.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:47:06
2024-12-17 15:32:51.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:47:04
2024-12-17 15:32:54.058 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:47:02
2024-12-17 15:32:56.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:46:59
2024-12-17 15:32:58.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:46:57
2024-12-17 15:33:00.028 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:46:55
2024-12-17 15:33:01.979 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:46:53
2024-12-17 15:33:03.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:46:51
2024-12-17 15:33:05.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:46:48
2024-12-17 15:33:07.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:46:46
2024-12-17 15:33:09.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:46:44
2024-12-17 15:33:11.579 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:46:42
2024-12-17 15:33:14.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:46:39
2024-12-17 15:33:16.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:46:37
2024-12-17 15:33:18.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:46:35
2024-12-17 15:33:20.392 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:46:33
2024-12-17 15:33:22.481 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:46:31
2024-12-17 15:33:24.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:46:28
2024-12-17 15:33:26.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:46:26
2024-12-17 15:33:28.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:46:24
2024-12-17 15:33:30.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:46:22
2024-12-17 15:33:32.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:46:19
2024-12-17 15:33:34.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:46:17
2024-12-17 15:33:36.940 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:46:15
2024-12-17 15:33:38.842 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:46:13
2024-12-17 15:33:40.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:46:11
2024-12-17 15:33:42.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:46:08
2024-12-17 15:33:45.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:46:06
2024-12-17 15:33:47.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:46:04
2024-12-17 15:33:48.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:46:02
2024-12-17 15:33:50.965 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:45:59
2024-12-17 15:33:53.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:45:57
2024-12-17 15:33:54.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:55
2024-12-17 15:33:56.867 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:53
2024-12-17 15:33:58.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:45:51
2024-12-17 15:34:00.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:48
2024-12-17 15:34:02.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:46
2024-12-17 15:34:04.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:45:44
2024-12-17 15:34:06.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:45:42
2024-12-17 15:34:08.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:45:39
2024-12-17 15:34:10.612 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:37
2024-12-17 15:34:12.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:35
2024-12-17 15:34:15.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 0:45:33
2024-12-17 15:34:17.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:45:31
2024-12-17 15:34:19.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:28
2024-12-17 15:34:21.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:26
2024-12-17 15:34:23.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:45:24
2024-12-17 15:34:25.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:45:22
2024-12-17 15:34:26.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:45:19
2024-12-17 15:34:28.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:45:17
2024-12-17 15:34:30.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:45:15
2024-12-17 15:34:33.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:45:13
2024-12-17 15:34:35.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:45:11
2024-12-17 15:34:37.025 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:45:08
2024-12-17 15:34:38.773 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:45:06
2024-12-17 15:34:40.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:45:04
2024-12-17 15:34:42.459 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:45:02
2024-12-17 15:34:45.166 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:44:59
2024-12-17 15:34:47.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.007s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:44:57
2024-12-17 15:34:48.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:44:55
2024-12-17 15:34:50.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.6, l1_loss: 0.5, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 704, ETA: 0:44:53
2024-12-17 15:34:52.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:44:51
2024-12-17 15:34:54.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:44:48
2024-12-17 15:34:56.843 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:44:46
2024-12-17 15:34:58.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:44:44
2024-12-17 15:35:01.081 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 105/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:44:42
2024-12-17 15:35:01.931 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:35:56.618 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 15:35:56.756 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 15:35:56.929 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.17s)
2024-12-17 15:35:56.930 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 15:35:56.937 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 15:35:57.561 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.22 ms, Average inference time: 3.17 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.944
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.043
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.786
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.957
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.891
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.525
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.831
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.966
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.379 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.394 |

2024-12-17 15:35:57.562 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:35:58.725 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch106
2024-12-17 15:36:00.832 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:44:39
2024-12-17 15:36:02.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:44:36
2024-12-17 15:36:04.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:44:34
2024-12-17 15:36:06.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:44:32
2024-12-17 15:36:08.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:44:30
2024-12-17 15:36:10.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:44:27
2024-12-17 15:36:13.260 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:44:25
2024-12-17 15:36:15.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:44:23
2024-12-17 15:36:17.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:44:21
2024-12-17 15:36:20.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:44:19
2024-12-17 15:36:23.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:44:16
2024-12-17 15:36:25.793 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:44:14
2024-12-17 15:36:28.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:44:12
2024-12-17 15:36:31.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:44:10
2024-12-17 15:36:34.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:44:08
2024-12-17 15:36:36.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:44:06
2024-12-17 15:36:38.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:44:03
2024-12-17 15:36:40.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:44:01
2024-12-17 15:36:42.532 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:43:59
2024-12-17 15:36:45.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:43:57
2024-12-17 15:36:47.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:43:54
2024-12-17 15:36:49.302 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:43:52
2024-12-17 15:36:51.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:43:50
2024-12-17 15:36:54.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:43:48
2024-12-17 15:36:57.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:43:46
2024-12-17 15:36:59.744 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.6, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 0:43:43
2024-12-17 15:37:02.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:43:41
2024-12-17 15:37:04.344 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:43:39
2024-12-17 15:37:06.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:43:37
2024-12-17 15:37:08.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 0:43:35
2024-12-17 15:37:10.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:43:32
2024-12-17 15:37:12.938 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:43:30
2024-12-17 15:37:15.488 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:43:28
2024-12-17 15:37:18.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:43:26
2024-12-17 15:37:20.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:43:24
2024-12-17 15:37:23.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:43:21
2024-12-17 15:37:26.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:43:19
2024-12-17 15:37:28.974 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:43:17
2024-12-17 15:37:30.891 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:43:15
2024-12-17 15:37:32.839 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:43:13
2024-12-17 15:37:34.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:43:10
2024-12-17 15:37:36.730 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:43:08
2024-12-17 15:37:38.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:43:06
2024-12-17 15:37:40.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:43:04
2024-12-17 15:37:42.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:43:01
2024-12-17 15:37:45.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:42:59
2024-12-17 15:37:48.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:42:57
2024-12-17 15:37:50.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:42:55
2024-12-17 15:37:53.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:42:53
2024-12-17 15:37:55.334 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:42:50
2024-12-17 15:37:57.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:42:48
2024-12-17 15:37:59.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:42:46
2024-12-17 15:38:01.080 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:42:44
2024-12-17 15:38:03.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:42:42
2024-12-17 15:38:05.399 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:42:39
2024-12-17 15:38:07.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:42:37
2024-12-17 15:38:10.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:42:35
2024-12-17 15:38:13.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:42:33
2024-12-17 15:38:14.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.167s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:42:31
2024-12-17 15:38:17.785 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:42:28
2024-12-17 15:38:19.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:42:26
2024-12-17 15:38:21.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:42:24
2024-12-17 15:38:24.027 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:42:22
2024-12-17 15:38:26.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:42:19
2024-12-17 15:38:28.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:42:17
2024-12-17 15:38:30.199 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:42:15
2024-12-17 15:38:32.326 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:42:13
2024-12-17 15:38:34.762 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:42:11
2024-12-17 15:38:37.416 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:42:08
2024-12-17 15:38:40.323 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:42:06
2024-12-17 15:38:43.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:42:04
2024-12-17 15:38:45.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:42:02
2024-12-17 15:38:47.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:42:00
2024-12-17 15:38:49.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:41:57
2024-12-17 15:38:51.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:41:55
2024-12-17 15:38:53.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:41:53
2024-12-17 15:38:55.451 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:41:51
2024-12-17 15:38:57.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:41:48
2024-12-17 15:39:00.400 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:41:46
2024-12-17 15:39:02.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:41:44
2024-12-17 15:39:05.546 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:41:42
2024-12-17 15:39:08.406 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:41:40
2024-12-17 15:39:11.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:41:38
2024-12-17 15:39:13.739 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:41:35
2024-12-17 15:39:15.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:41:33
2024-12-17 15:39:17.948 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:41:31
2024-12-17 15:39:19.823 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:41:29
2024-12-17 15:39:21.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:41:26
2024-12-17 15:39:24.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:41:24
2024-12-17 15:39:26.624 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:41:22
2024-12-17 15:39:29.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:41:20
2024-12-17 15:39:32.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:41:18
2024-12-17 15:39:35.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:41:15
2024-12-17 15:39:37.769 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:41:13
2024-12-17 15:39:39.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:41:11
2024-12-17 15:39:41.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:41:09
2024-12-17 15:39:44.412 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:41:07
2024-12-17 15:39:46.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:41:04
2024-12-17 15:39:48.397 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:41:02
2024-12-17 15:39:50.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:41:00
2024-12-17 15:39:53.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:40:58
2024-12-17 15:39:55.854 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:40:56
2024-12-17 15:39:58.391 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:40:53
2024-12-17 15:40:01.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:40:51
2024-12-17 15:40:03.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:40:49
2024-12-17 15:40:05.383 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:40:47
2024-12-17 15:40:07.436 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:40:45
2024-12-17 15:40:09.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:40:42
2024-12-17 15:40:11.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:40:40
2024-12-17 15:40:13.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:40:38
2024-12-17 15:40:16.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:40:36
2024-12-17 15:40:18.761 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:40:34
2024-12-17 15:40:21.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:40:31
2024-12-17 15:40:23.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:40:29
2024-12-17 15:40:26.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:40:27
2024-12-17 15:40:29.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:40:25
2024-12-17 15:40:31.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:40:23
2024-12-17 15:40:33.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:40:20
2024-12-17 15:40:35.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:40:18
2024-12-17 15:40:37.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:40:16
2024-12-17 15:40:38.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:40:14
2024-12-17 15:40:41.048 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:40:11
2024-12-17 15:40:43.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:40:09
2024-12-17 15:40:46.223 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:40:07
2024-12-17 15:40:48.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:40:05
2024-12-17 15:40:51.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:40:03
2024-12-17 15:40:53.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:40:00
2024-12-17 15:40:55.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:39:58
2024-12-17 15:40:57.847 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:39:56
2024-12-17 15:40:59.871 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:39:54
2024-12-17 15:41:01.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:39:52
2024-12-17 15:41:03.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:39:49
2024-12-17 15:41:05.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:39:47
2024-12-17 15:41:08.138 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:39:45
2024-12-17 15:41:10.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:39:43
2024-12-17 15:41:13.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:39:40
2024-12-17 15:41:15.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:39:38
2024-12-17 15:41:18.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:39:36
2024-12-17 15:41:20.905 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:39:34
2024-12-17 15:41:22.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:39:32
2024-12-17 15:41:24.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:39:29
2024-12-17 15:41:26.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:39:27
2024-12-17 15:41:28.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:39:25
2024-12-17 15:41:30.548 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:39:23
2024-12-17 15:41:32.696 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:39:21
2024-12-17 15:41:35.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.8, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:39:18
2024-12-17 15:41:38.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:39:16
2024-12-17 15:41:40.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:39:14
2024-12-17 15:41:43.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:39:12
2024-12-17 15:41:46.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.310s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:39:10
2024-12-17 15:41:48.610 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:39:07
2024-12-17 15:41:50.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:39:05
2024-12-17 15:41:52.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.165s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:39:03
2024-12-17 15:41:54.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:39:01
2024-12-17 15:41:55.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:38:58
2024-12-17 15:41:57.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:38:56
2024-12-17 15:42:00.165 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:38:54
2024-12-17 15:42:02.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:38:52
2024-12-17 15:42:05.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:38:50
2024-12-17 15:42:07.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:38:47
2024-12-17 15:42:10.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:38:45
2024-12-17 15:42:12.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:38:43
2024-12-17 15:42:14.950 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:38:41
2024-12-17 15:42:17.148 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:38:39
2024-12-17 15:42:19.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:38:36
2024-12-17 15:42:21.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:38:34
2024-12-17 15:42:22.939 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:38:32
2024-12-17 15:42:25.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:38:30
2024-12-17 15:42:28.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:38:28
2024-12-17 15:42:31.046 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:38:25
2024-12-17 15:42:33.706 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:38:23
2024-12-17 15:42:36.253 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:38:21
2024-12-17 15:42:38.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:38:19
2024-12-17 15:42:40.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:38:16
2024-12-17 15:42:42.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:38:14
2024-12-17 15:42:45.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:38:12
2024-12-17 15:42:47.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:38:10
2024-12-17 15:42:49.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:38:08
2024-12-17 15:42:51.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:38:05
2024-12-17 15:42:54.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:38:03
2024-12-17 15:42:57.168 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:38:01
2024-12-17 15:43:00.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:37:59
2024-12-17 15:43:02.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:37:57
2024-12-17 15:43:04.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:37:54
2024-12-17 15:43:06.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:37:52
2024-12-17 15:43:08.703 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:37:50
2024-12-17 15:43:11.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:37:48
2024-12-17 15:43:13.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:37:46
2024-12-17 15:43:16.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:37:43
2024-12-17 15:43:19.566 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:37:41
2024-12-17 15:43:21.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:37:39
2024-12-17 15:43:23.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:37:37
2024-12-17 15:43:25.701 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:37:35
2024-12-17 15:43:27.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:37:32
2024-12-17 15:43:29.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:37:30
2024-12-17 15:43:31.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:37:28
2024-12-17 15:43:33.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:37:26
2024-12-17 15:43:36.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:37:23
2024-12-17 15:43:38.849 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:37:21
2024-12-17 15:43:41.378 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:37:19
2024-12-17 15:43:43.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:37:17
2024-12-17 15:43:46.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:37:15
2024-12-17 15:43:48.937 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:37:12
2024-12-17 15:43:50.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:37:10
2024-12-17 15:43:52.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:37:08
2024-12-17 15:43:54.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:37:06
2024-12-17 15:43:56.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:37:04
2024-12-17 15:43:58.798 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:37:01
2024-12-17 15:44:01.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:36:59
2024-12-17 15:44:03.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:36:57
2024-12-17 15:44:06.570 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:36:55
2024-12-17 15:44:09.163 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:36:53
2024-12-17 15:44:11.968 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:36:50
2024-12-17 15:44:14.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:36:48
2024-12-17 15:44:16.466 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:36:46
2024-12-17 15:44:18.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:36:44
2024-12-17 15:44:20.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:36:42
2024-12-17 15:44:22.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:36:39
2024-12-17 15:44:24.637 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:36:37
2024-12-17 15:44:27.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:36:35
2024-12-17 15:44:29.652 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:36:33
2024-12-17 15:44:32.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:36:30
2024-12-17 15:44:34.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:36:28
2024-12-17 15:44:37.683 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:36:26
2024-12-17 15:44:39.801 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:36:24
2024-12-17 15:44:41.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:36:22
2024-12-17 15:44:43.316 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:36:19
2024-12-17 15:44:45.497 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:36:17
2024-12-17 15:44:47.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:36:15
2024-12-17 15:44:49.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:36:13
2024-12-17 15:44:52.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:36:11
2024-12-17 15:44:54.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:36:08
2024-12-17 15:44:57.630 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:36:06
2024-12-17 15:45:00.725 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.309s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:36:04
2024-12-17 15:45:03.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.016s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:36:02
2024-12-17 15:45:05.266 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:36:00
2024-12-17 15:45:07.136 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:35:57
2024-12-17 15:45:08.976 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:35:55
2024-12-17 15:45:10.787 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:35:53
2024-12-17 15:45:12.686 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:35:51
2024-12-17 15:45:15.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:35:48
2024-12-17 15:45:17.432 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 106/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:35:46
2024-12-17 15:45:18.411 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:46:13.284 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 15:46:13.422 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 15:46:13.468 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.05s)
2024-12-17 15:46:13.469 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 15:46:13.477 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 15:46:14.173 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.96 ms, Average NMS time: 1.22 ms, Average inference time: 3.18 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.944
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.038
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.787
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.891
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.400
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.832
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.966
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.388 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.400 |

2024-12-17 15:46:14.173 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:46:15.311 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch107
2024-12-17 15:46:17.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:35:43
2024-12-17 15:46:19.221 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:35:41
2024-12-17 15:46:21.375 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:35:39
2024-12-17 15:46:23.291 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:35:36
2024-12-17 15:46:25.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:35:34
2024-12-17 15:46:28.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:35:32
2024-12-17 15:46:31.179 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:35:30
2024-12-17 15:46:34.078 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:35:28
2024-12-17 15:46:36.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:35:25
2024-12-17 15:46:38.421 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:35:23
2024-12-17 15:46:41.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:35:21
2024-12-17 15:46:43.951 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:35:19
2024-12-17 15:46:46.184 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:35:17
2024-12-17 15:46:48.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:35:14
2024-12-17 15:46:50.986 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:35:12
2024-12-17 15:46:52.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:35:10
2024-12-17 15:46:54.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:35:08
2024-12-17 15:46:56.829 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:35:06
2024-12-17 15:46:58.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:35:03
2024-12-17 15:47:01.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.001s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:35:01
2024-12-17 15:47:04.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:34:59
2024-12-17 15:47:06.690 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:34:57
2024-12-17 15:47:09.312 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:34:55
2024-12-17 15:47:12.137 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:34:52
2024-12-17 15:47:14.500 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:34:50
2024-12-17 15:47:16.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:34:48
2024-12-17 15:47:18.813 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.3, lr: 1.250e-04, size: 608, ETA: 0:34:46
2024-12-17 15:47:20.766 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:34:44
2024-12-17 15:47:22.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:34:41
2024-12-17 15:47:24.780 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:34:39
2024-12-17 15:47:27.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:34:37
2024-12-17 15:47:29.821 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:34:35
2024-12-17 15:47:32.433 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:34:32
2024-12-17 15:47:35.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:34:30
2024-12-17 15:47:37.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:34:28
2024-12-17 15:47:39.726 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:34:26
2024-12-17 15:47:41.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:34:24
2024-12-17 15:47:44.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:34:21
2024-12-17 15:47:46.588 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:34:19
2024-12-17 15:47:48.616 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:34:17
2024-12-17 15:47:50.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:34:15
2024-12-17 15:47:53.105 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 0:34:13
2024-12-17 15:47:55.664 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:34:10
2024-12-17 15:47:58.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:34:08
2024-12-17 15:48:01.086 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:34:06
2024-12-17 15:48:03.693 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:34:04
2024-12-17 15:48:05.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:34:02
2024-12-17 15:48:07.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:33:59
2024-12-17 15:48:09.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:33:57
2024-12-17 15:48:11.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:33:55
2024-12-17 15:48:13.864 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:33:53
2024-12-17 15:48:16.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:33:50
2024-12-17 15:48:19.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:33:48
2024-12-17 15:48:21.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:33:46
2024-12-17 15:48:24.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:33:44
2024-12-17 15:48:27.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:33:42
2024-12-17 15:48:29.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:33:39
2024-12-17 15:48:31.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:33:37
2024-12-17 15:48:33.857 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:33:35
2024-12-17 15:48:35.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:33:33
2024-12-17 15:48:37.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:33:31
2024-12-17 15:48:39.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:33:28
2024-12-17 15:48:42.561 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:33:26
2024-12-17 15:48:45.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:33:24
2024-12-17 15:48:47.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:33:22
2024-12-17 15:48:50.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:33:20
2024-12-17 15:48:53.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:33:17
2024-12-17 15:48:55.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:33:15
2024-12-17 15:48:57.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:33:13
2024-12-17 15:48:59.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:33:11
2024-12-17 15:49:01.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:33:09
2024-12-17 15:49:03.194 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:33:06
2024-12-17 15:49:05.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:33:04
2024-12-17 15:49:07.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:33:02
2024-12-17 15:49:08.910 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:33:00
2024-12-17 15:49:10.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:32:57
2024-12-17 15:49:13.415 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:32:55
2024-12-17 15:49:15.915 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:32:53
2024-12-17 15:49:18.737 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:32:51
2024-12-17 15:49:21.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:32:49
2024-12-17 15:49:24.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:32:46
2024-12-17 15:49:26.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:32:44
2024-12-17 15:49:28.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:32:42
2024-12-17 15:49:30.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:32:40
2024-12-17 15:49:32.964 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:32:38
2024-12-17 15:49:34.884 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:32:35
2024-12-17 15:49:36.942 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:32:33
2024-12-17 15:49:39.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:32:31
2024-12-17 15:49:41.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:32:29
2024-12-17 15:49:44.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:32:26
2024-12-17 15:49:46.975 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:32:24
2024-12-17 15:49:49.292 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:32:22
2024-12-17 15:49:51.957 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:32:20
2024-12-17 15:49:54.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:32:18
2024-12-17 15:49:56.380 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 640, ETA: 0:32:15
2024-12-17 15:49:58.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:32:13
2024-12-17 15:50:00.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:32:11
2024-12-17 15:50:02.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:32:09
2024-12-17 15:50:04.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:32:07
2024-12-17 15:50:06.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:32:04
2024-12-17 15:50:08.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:32:02
2024-12-17 15:50:11.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:32:00
2024-12-17 15:50:13.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:31:58
2024-12-17 15:50:16.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:31:56
2024-12-17 15:50:19.356 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:31:53
2024-12-17 15:50:21.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:31:51
2024-12-17 15:50:23.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.001s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:31:49
2024-12-17 15:50:25.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 1.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:31:47
2024-12-17 15:50:27.045 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:31:44
2024-12-17 15:50:28.978 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:31:42
2024-12-17 15:50:31.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:31:40
2024-12-17 15:50:33.330 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:31:38
2024-12-17 15:50:35.918 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:31:36
2024-12-17 15:50:38.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:31:33
2024-12-17 15:50:41.385 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:31:31
2024-12-17 15:50:44.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:31:29
2024-12-17 15:50:46.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:31:27
2024-12-17 15:50:48.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:31:25
2024-12-17 15:50:50.547 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:31:22
2024-12-17 15:50:52.493 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:31:20
2024-12-17 15:50:54.290 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:31:18
2024-12-17 15:50:56.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:31:16
2024-12-17 15:50:58.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:31:13
2024-12-17 15:51:01.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:31:11
2024-12-17 15:51:03.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:31:09
2024-12-17 15:51:05.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:31:07
2024-12-17 15:51:07.595 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:31:05
2024-12-17 15:51:09.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:31:02
2024-12-17 15:51:11.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:31:00
2024-12-17 15:51:14.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:30:58
2024-12-17 15:51:16.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.004s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:30:56
2024-12-17 15:51:18.872 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:30:54
2024-12-17 15:51:21.658 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:30:51
2024-12-17 15:51:24.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.306s, data_time: 0.002s, total_loss: 1.9, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.7, cls_loss: 0.3, lr: 1.250e-04, size: 704, ETA: 0:30:49
2024-12-17 15:51:27.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:30:47
2024-12-17 15:51:29.049 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:30:45
2024-12-17 15:51:31.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:30:43
2024-12-17 15:51:33.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:30:40
2024-12-17 15:51:35.250 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:30:38
2024-12-17 15:51:37.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:30:36
2024-12-17 15:51:39.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:30:34
2024-12-17 15:51:41.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:30:31
2024-12-17 15:51:44.319 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:30:29
2024-12-17 15:51:47.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:30:27
2024-12-17 15:51:50.054 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:30:25
2024-12-17 15:51:53.115 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.305s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:30:23
2024-12-17 15:51:55.197 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:30:20
2024-12-17 15:51:57.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:30:18
2024-12-17 15:51:59.088 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:30:16
2024-12-17 15:52:01.200 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:30:14
2024-12-17 15:52:03.175 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:30:12
2024-12-17 15:52:05.227 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:30:09
2024-12-17 15:52:07.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.001s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:30:07
2024-12-17 15:52:09.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:30:05
2024-12-17 15:52:12.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:30:03
2024-12-17 15:52:14.000 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:30:00
2024-12-17 15:52:16.134 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:29:58
2024-12-17 15:52:18.536 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:29:56
2024-12-17 15:52:20.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:29:54
2024-12-17 15:52:22.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:29:52
2024-12-17 15:52:24.618 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:29:49
2024-12-17 15:52:26.619 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 0:29:47
2024-12-17 15:52:28.808 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:29:45
2024-12-17 15:52:30.671 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:29:43
2024-12-17 15:52:33.131 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.245s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:29:41
2024-12-17 15:52:35.514 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:29:38
2024-12-17 15:52:38.431 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:29:36
2024-12-17 15:52:41.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.287s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:29:34
2024-12-17 15:52:43.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:29:32
2024-12-17 15:52:45.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:29:30
2024-12-17 15:52:48.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:29:27
2024-12-17 15:52:50.023 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:29:25
2024-12-17 15:52:52.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:29:23
2024-12-17 15:52:53.990 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:29:21
2024-12-17 15:52:56.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:29:18
2024-12-17 15:52:58.255 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:29:16
2024-12-17 15:53:00.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:29:14
2024-12-17 15:53:03.420 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:29:12
2024-12-17 15:53:06.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:29:10
2024-12-17 15:53:09.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:29:07
2024-12-17 15:53:10.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:29:05
2024-12-17 15:53:13.502 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:29:03
2024-12-17 15:53:15.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:29:01
2024-12-17 15:53:17.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.001s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:28:59
2024-12-17 15:53:19.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:28:56
2024-12-17 15:53:21.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:28:54
2024-12-17 15:53:23.771 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:28:52
2024-12-17 15:53:26.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:28:50
2024-12-17 15:53:28.850 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:28:47
2024-12-17 15:53:31.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:28:45
2024-12-17 15:53:34.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:28:43
2024-12-17 15:53:36.589 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:28:41
2024-12-17 15:53:38.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:28:39
2024-12-17 15:53:40.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:28:36
2024-12-17 15:53:43.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:28:34
2024-12-17 15:53:45.680 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:28:32
2024-12-17 15:53:47.820 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:28:30
2024-12-17 15:53:50.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:28:28
2024-12-17 15:53:53.099 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:28:25
2024-12-17 15:53:55.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:28:23
2024-12-17 15:53:58.422 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:28:21
2024-12-17 15:54:01.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:28:19
2024-12-17 15:54:03.283 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:28:17
2024-12-17 15:54:05.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:28:14
2024-12-17 15:54:07.365 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:28:12
2024-12-17 15:54:09.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:28:10
2024-12-17 15:54:11.578 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:28:08
2024-12-17 15:54:14.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.003s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:28:06
2024-12-17 15:54:16.851 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:28:03
2024-12-17 15:54:19.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:28:01
2024-12-17 15:54:21.983 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:27:59
2024-12-17 15:54:24.935 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:27:57
2024-12-17 15:54:27.643 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:27:55
2024-12-17 15:54:29.802 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:27:52
2024-12-17 15:54:31.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:27:50
2024-12-17 15:54:34.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:27:48
2024-12-17 15:54:35.981 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:27:46
2024-12-17 15:54:38.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:27:43
2024-12-17 15:54:40.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:27:41
2024-12-17 15:54:41.934 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:27:39
2024-12-17 15:54:44.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:27:37
2024-12-17 15:54:46.803 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:27:35
2024-12-17 15:54:49.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.275s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:27:32
2024-12-17 15:54:52.472 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:27:30
2024-12-17 15:54:54.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:27:28
2024-12-17 15:54:56.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:27:26
2024-12-17 15:54:58.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:27:24
2024-12-17 15:55:00.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:27:21
2024-12-17 15:55:02.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:27:19
2024-12-17 15:55:04.562 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:27:17
2024-12-17 15:55:06.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:27:15
2024-12-17 15:55:08.859 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:27:12
2024-12-17 15:55:11.705 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:27:10
2024-12-17 15:55:14.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:27:08
2024-12-17 15:55:17.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.298s, data_time: 0.016s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:27:06
2024-12-17 15:55:20.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:27:04
2024-12-17 15:55:22.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:27:01
2024-12-17 15:55:24.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:26:59
2024-12-17 15:55:26.061 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:26:57
2024-12-17 15:55:28.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:26:55
2024-12-17 15:55:30.446 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:26:53
2024-12-17 15:55:32.401 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 107/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:26:50
2024-12-17 15:55:33.365 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:56:28.896 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 15:56:29.034 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 15:56:29.074 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.04s)
2024-12-17 15:56:29.075 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 15:56:29.083 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 15:56:29.617 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.95 ms, Average NMS time: 1.26 ms, Average inference time: 3.21 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.944
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.051
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.787
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.891
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.831
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.966
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.390 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.391 |

2024-12-17 15:56:29.618 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 15:56:30.718 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch108
2024-12-17 15:56:32.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:26:47
2024-12-17 15:56:35.012 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:26:45
2024-12-17 15:56:37.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:26:43
2024-12-17 15:56:39.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:26:41
2024-12-17 15:56:41.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:26:38
2024-12-17 15:56:44.147 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:26:36
2024-12-17 15:56:46.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:26:34
2024-12-17 15:56:49.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:26:32
2024-12-17 15:56:51.810 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:26:30
2024-12-17 15:56:54.106 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:26:27
2024-12-17 15:56:56.209 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:26:25
2024-12-17 15:56:58.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.001s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:26:23
2024-12-17 15:57:00.112 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:26:21
2024-12-17 15:57:02.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:26:18
2024-12-17 15:57:04.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:26:16
2024-12-17 15:57:06.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:26:14
2024-12-17 15:57:09.004 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:26:12
2024-12-17 15:57:11.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 672, ETA: 0:26:10
2024-12-17 15:57:13.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:26:07
2024-12-17 15:57:16.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:26:05
2024-12-17 15:57:18.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:26:03
2024-12-17 15:57:20.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:26:01
2024-12-17 15:57:22.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:25:59
2024-12-17 15:57:24.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:25:56
2024-12-17 15:57:26.413 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:25:54
2024-12-17 15:57:28.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:25:52
2024-12-17 15:57:30.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:25:50
2024-12-17 15:57:32.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:25:47
2024-12-17 15:57:35.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:25:45
2024-12-17 15:57:38.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:25:43
2024-12-17 15:57:40.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:25:41
2024-12-17 15:57:43.848 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.288s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:25:39
2024-12-17 15:57:46.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:25:36
2024-12-17 15:57:48.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:25:34
2024-12-17 15:57:50.894 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:25:32
2024-12-17 15:57:53.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:25:30
2024-12-17 15:57:55.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:25:28
2024-12-17 15:57:57.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:25:25
2024-12-17 15:57:59.306 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:25:23
2024-12-17 15:58:01.251 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:25:21
2024-12-17 15:58:03.188 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.193s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:25:19
2024-12-17 15:58:05.218 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:25:16
2024-12-17 15:58:07.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:25:14
2024-12-17 15:58:10.478 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:25:12
2024-12-17 15:58:13.072 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:25:10
2024-12-17 15:58:15.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:25:08
2024-12-17 15:58:18.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.285s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:25:05
2024-12-17 15:58:20.506 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:25:03
2024-12-17 15:58:22.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:25:01
2024-12-17 15:58:24.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:24:59
2024-12-17 15:58:27.263 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:24:57
2024-12-17 15:58:29.925 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:24:54
2024-12-17 15:58:33.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.310s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 0:24:52
2024-12-17 15:58:35.745 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:24:50
2024-12-17 15:58:38.240 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:24:48
2024-12-17 15:58:40.295 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:24:46
2024-12-17 15:58:42.580 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:24:43
2024-12-17 15:58:44.946 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:24:41
2024-12-17 15:58:46.971 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:24:39
2024-12-17 15:58:48.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:24:37
2024-12-17 15:58:50.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:24:35
2024-12-17 15:58:52.530 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:24:32
2024-12-17 15:58:54.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:24:30
2024-12-17 15:58:57.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:24:28
2024-12-17 15:58:59.512 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:24:26
2024-12-17 15:59:02.410 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:24:23
2024-12-17 15:59:05.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:24:21
2024-12-17 15:59:07.673 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:24:19
2024-12-17 15:59:09.445 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:24:17
2024-12-17 15:59:11.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:24:15
2024-12-17 15:59:13.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:24:12
2024-12-17 15:59:15.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:24:10
2024-12-17 15:59:17.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:24:08
2024-12-17 15:59:20.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:24:06
2024-12-17 15:59:22.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:24:04
2024-12-17 15:59:25.091 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:24:01
2024-12-17 15:59:28.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:23:59
2024-12-17 15:59:30.718 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:23:57
2024-12-17 15:59:33.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:23:55
2024-12-17 15:59:35.005 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:23:52
2024-12-17 15:59:37.241 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:23:50
2024-12-17 15:59:39.120 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:23:48
2024-12-17 15:59:41.151 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:23:46
2024-12-17 15:59:43.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:23:44
2024-12-17 15:59:45.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:23:41
2024-12-17 15:59:48.215 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:23:39
2024-12-17 15:59:50.681 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:23:37
2024-12-17 15:59:53.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:23:35
2024-12-17 15:59:55.892 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:23:33
2024-12-17 15:59:57.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:23:30
2024-12-17 16:00:00.007 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:23:28
2024-12-17 16:00:01.956 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:23:26
2024-12-17 16:00:03.886 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:23:24
2024-12-17 16:00:05.856 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:23:21
2024-12-17 16:00:08.057 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:23:19
2024-12-17 16:00:10.542 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:23:17
2024-12-17 16:00:13.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:23:15
2024-12-17 16:00:15.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:23:13
2024-12-17 16:00:18.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:23:10
2024-12-17 16:00:21.014 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:23:08
2024-12-17 16:00:22.969 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:23:06
2024-12-17 16:00:24.962 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:23:04
2024-12-17 16:00:27.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:23:02
2024-12-17 16:00:29.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:22:59
2024-12-17 16:00:31.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:22:57
2024-12-17 16:00:33.358 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:22:55
2024-12-17 16:00:36.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:22:53
2024-12-17 16:00:38.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:22:51
2024-12-17 16:00:41.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:22:48
2024-12-17 16:00:44.063 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.289s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:22:46
2024-12-17 16:00:46.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:22:44
2024-12-17 16:00:48.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:22:42
2024-12-17 16:00:50.371 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:22:39
2024-12-17 16:00:52.349 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:22:37
2024-12-17 16:00:54.450 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:22:35
2024-12-17 16:00:56.517 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:22:33
2024-12-17 16:00:58.626 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:22:31
2024-12-17 16:01:01.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:22:28
2024-12-17 16:01:03.364 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:22:26
2024-12-17 16:01:05.831 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:22:24
2024-12-17 16:01:08.276 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.244s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:22:22
2024-12-17 16:01:11.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:22:20
2024-12-17 16:01:13.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:22:17
2024-12-17 16:01:15.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:22:15
2024-12-17 16:01:17.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:22:13
2024-12-17 16:01:20.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:22:11
2024-12-17 16:01:22.040 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:22:08
2024-12-17 16:01:24.125 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:22:06
2024-12-17 16:01:25.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.161s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:22:04
2024-12-17 16:01:27.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:22:02
2024-12-17 16:01:29.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:22:00
2024-12-17 16:01:31.721 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:21:57
2024-12-17 16:01:33.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:21:55
2024-12-17 16:01:35.452 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.175s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:21:53
2024-12-17 16:01:37.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:21:51
2024-12-17 16:01:39.524 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:21:49
2024-12-17 16:01:41.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:21:46
2024-12-17 16:01:44.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:21:44
2024-12-17 16:01:46.257 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:21:42
2024-12-17 16:01:48.394 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:21:40
2024-12-17 16:01:50.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:21:37
2024-12-17 16:01:52.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:21:35
2024-12-17 16:01:54.331 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.5, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:21:33
2024-12-17 16:01:56.117 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:21:31
2024-12-17 16:01:58.062 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:21:29
2024-12-17 16:02:00.087 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 640, ETA: 0:21:26
2024-12-17 16:02:02.034 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:21:24
2024-12-17 16:02:03.901 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:21:22
2024-12-17 16:02:05.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:21:20
2024-12-17 16:02:07.826 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:21:17
2024-12-17 16:02:09.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:21:15
2024-12-17 16:02:11.717 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:21:13
2024-12-17 16:02:13.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:21:11
2024-12-17 16:02:16.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:21:09
2024-12-17 16:02:18.152 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:21:06
2024-12-17 16:02:20.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:21:04
2024-12-17 16:02:22.324 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:21:02
2024-12-17 16:02:24.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:21:00
2024-12-17 16:02:26.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:20:57
2024-12-17 16:02:28.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:20:55
2024-12-17 16:02:30.351 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:20:53
2024-12-17 16:02:32.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:20:51
2024-12-17 16:02:34.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:20:49
2024-12-17 16:02:36.248 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:20:46
2024-12-17 16:02:38.129 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:20:44
2024-12-17 16:02:40.177 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.8, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.8, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:20:42
2024-12-17 16:02:42.284 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:20:40
2024-12-17 16:02:45.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.291s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:20:38
2024-12-17 16:02:47.068 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:20:35
2024-12-17 16:02:49.261 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:20:33
2024-12-17 16:02:51.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:20:31
2024-12-17 16:02:53.388 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:20:29
2024-12-17 16:02:55.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:20:26
2024-12-17 16:02:57.246 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.3, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:20:24
2024-12-17 16:02:59.157 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:20:22
2024-12-17 16:03:01.067 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:20:20
2024-12-17 16:03:02.945 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.186s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:20:18
2024-12-17 16:03:05.022 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:20:15
2024-12-17 16:03:07.031 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:20:13
2024-12-17 16:03:09.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:20:11
2024-12-17 16:03:11.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:20:09
2024-12-17 16:03:13.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:20:06
2024-12-17 16:03:15.583 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.227s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:20:04
2024-12-17 16:03:17.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:20:02
2024-12-17 16:03:19.797 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:20:00
2024-12-17 16:03:21.675 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:19:58
2024-12-17 16:03:23.600 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:19:55
2024-12-17 16:03:25.651 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:19:53
2024-12-17 16:03:27.694 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:19:51
2024-12-17 16:03:29.621 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:19:49
2024-12-17 16:03:31.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:19:47
2024-12-17 16:03:33.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:19:44
2024-12-17 16:03:35.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:19:42
2024-12-17 16:03:37.104 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:19:40
2024-12-17 16:03:39.038 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:19:38
2024-12-17 16:03:40.954 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:19:35
2024-12-17 16:03:42.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:19:33
2024-12-17 16:03:45.408 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:19:31
2024-12-17 16:03:47.352 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:19:29
2024-12-17 16:03:49.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:19:27
2024-12-17 16:03:51.267 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:19:24
2024-12-17 16:03:53.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.003s, total_loss: 2.0, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.8, cls_loss: 0.3, lr: 1.250e-04, size: 736, ETA: 0:19:22
2024-12-17 16:03:55.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:19:20
2024-12-17 16:03:57.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:19:18
2024-12-17 16:03:59.434 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:19:15
2024-12-17 16:04:01.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:19:13
2024-12-17 16:04:03.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:19:11
2024-12-17 16:04:05.782 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:19:09
2024-12-17 16:04:07.875 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:19:07
2024-12-17 16:04:09.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:19:04
2024-12-17 16:04:12.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:19:02
2024-12-17 16:04:14.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:19:00
2024-12-17 16:04:16.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:18:58
2024-12-17 16:04:18.498 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:18:56
2024-12-17 16:04:20.474 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:18:53
2024-12-17 16:04:22.573 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:18:51
2024-12-17 16:04:24.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:18:49
2024-12-17 16:04:26.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:18:47
2024-12-17 16:04:28.398 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:18:44
2024-12-17 16:04:30.382 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:18:42
2024-12-17 16:04:32.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:18:40
2024-12-17 16:04:34.468 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:18:38
2024-12-17 16:04:36.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:18:36
2024-12-17 16:04:38.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:18:33
2024-12-17 16:04:40.467 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:18:31
2024-12-17 16:04:42.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:18:29
2024-12-17 16:04:44.373 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.172s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:18:27
2024-12-17 16:04:46.208 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:18:24
2024-12-17 16:04:48.093 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:18:22
2024-12-17 16:04:50.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:18:20
2024-12-17 16:04:52.079 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:18:18
2024-12-17 16:04:54.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:18:16
2024-12-17 16:04:56.026 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:18:13
2024-12-17 16:04:57.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:18:11
2024-12-17 16:05:00.109 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.006s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:18:09
2024-12-17 16:05:02.123 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.4, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:18:07
2024-12-17 16:05:04.121 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:18:05
2024-12-17 16:05:06.082 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:18:02
2024-12-17 16:05:08.133 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:18:00
2024-12-17 16:05:10.055 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:17:58
2024-12-17 16:05:12.342 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 2.1, iou_loss: 0.6, l1_loss: 0.5, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 672, ETA: 0:17:56
2024-12-17 16:05:15.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 108/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:17:53
2024-12-17 16:05:16.264 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 16:06:12.144 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 16:06:12.282 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 16:06:12.322 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.04s)
2024-12-17 16:06:12.323 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 16:06:12.329 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 16:06:12.992 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.96 ms, Average NMS time: 1.29 ms, Average inference time: 3.25 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.944
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.050
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.788
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.891
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.650
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.831
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.966
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.398 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.403 |

2024-12-17 16:06:12.993 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 16:06:14.173 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch109
2024-12-17 16:06:16.912 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:17:50
2024-12-17 16:06:19.444 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:17:48
2024-12-17 16:06:22.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:17:46
2024-12-17 16:06:24.011 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:17:44
2024-12-17 16:06:25.760 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:17:41
2024-12-17 16:06:27.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:17:39
2024-12-17 16:06:30.242 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:17:37
2024-12-17 16:06:33.030 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:17:35
2024-12-17 16:06:35.758 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:17:33
2024-12-17 16:06:38.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:17:30
2024-12-17 16:06:41.348 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:17:28
2024-12-17 16:06:43.862 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:17:26
2024-12-17 16:06:45.916 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:17:24
2024-12-17 16:06:47.757 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:17:22
2024-12-17 16:06:49.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:17:19
2024-12-17 16:06:51.845 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:17:17
2024-12-17 16:06:53.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:17:15
2024-12-17 16:06:56.423 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.256s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:17:13
2024-12-17 16:06:59.169 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:17:11
2024-12-17 16:07:01.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:17:08
2024-12-17 16:07:04.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:17:06
2024-12-17 16:07:07.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.269s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:17:04
2024-12-17 16:07:09.553 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:17:02
2024-12-17 16:07:11.296 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:16:59
2024-12-17 16:07:13.333 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:16:57
2024-12-17 16:07:16.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:16:55
2024-12-17 16:07:17.896 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:16:53
2024-12-17 16:07:19.791 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:16:51
2024-12-17 16:07:21.888 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:16:48
2024-12-17 16:07:23.729 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:16:46
2024-12-17 16:07:25.750 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:16:44
2024-12-17 16:07:27.853 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:16:42
2024-12-17 16:07:29.648 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:16:40
2024-12-17 16:07:31.632 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:16:37
2024-12-17 16:07:33.746 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:16:35
2024-12-17 16:07:35.753 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:16:33
2024-12-17 16:07:37.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:16:31
2024-12-17 16:07:39.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:16:28
2024-12-17 16:07:42.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:16:26
2024-12-17 16:07:44.554 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:16:24
2024-12-17 16:07:46.672 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:16:22
2024-12-17 16:07:48.590 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:16:20
2024-12-17 16:07:50.560 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:16:17
2024-12-17 16:07:52.355 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:16:15
2024-12-17 16:07:54.346 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:16:13
2024-12-17 16:07:56.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.186s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:16:11
2024-12-17 16:07:58.143 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:16:09
2024-12-17 16:08:00.244 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:16:06
2024-12-17 16:08:02.183 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:16:04
2024-12-17 16:08:04.164 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:16:02
2024-12-17 16:08:06.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:16:00
2024-12-17 16:08:08.404 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:15:57
2024-12-17 16:08:10.461 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:15:55
2024-12-17 16:08:12.649 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:15:53
2024-12-17 16:08:14.657 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:15:51
2024-12-17 16:08:16.755 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:15:49
2024-12-17 16:08:18.790 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:15:46
2024-12-17 16:08:20.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:15:44
2024-12-17 16:08:22.909 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:15:42
2024-12-17 16:08:24.985 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:15:40
2024-12-17 16:08:27.118 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:15:37
2024-12-17 16:08:29.015 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:15:35
2024-12-17 16:08:31.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:15:33
2024-12-17 16:08:33.297 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.226s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:15:31
2024-12-17 16:08:35.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:15:29
2024-12-17 16:08:37.367 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:15:26
2024-12-17 16:08:39.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:15:24
2024-12-17 16:08:41.341 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:15:22
2024-12-17 16:08:43.877 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.8, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:15:20
2024-12-17 16:08:46.202 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.232s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:15:18
2024-12-17 16:08:48.507 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:15:15
2024-12-17 16:08:50.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:15:13
2024-12-17 16:08:52.511 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:15:11
2024-12-17 16:08:54.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:15:09
2024-12-17 16:08:56.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:15:06
2024-12-17 16:08:58.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:15:04
2024-12-17 16:09:00.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:15:02
2024-12-17 16:09:02.958 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:15:00
2024-12-17 16:09:04.897 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:14:58
2024-12-17 16:09:06.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:14:55
2024-12-17 16:09:09.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:14:53
2024-12-17 16:09:11.182 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:14:51
2024-12-17 16:09:13.494 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:14:49
2024-12-17 16:09:15.914 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:14:47
2024-12-17 16:09:17.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:14:44
2024-12-17 16:09:20.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:14:42
2024-12-17 16:09:23.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:14:40
2024-12-17 16:09:26.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.292s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:14:38
2024-12-17 16:09:28.959 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:14:36
2024-12-17 16:09:31.328 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:14:33
2024-12-17 16:09:33.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.207s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:14:31
2024-12-17 16:09:35.357 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:14:29
2024-12-17 16:09:37.288 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:14:27
2024-12-17 16:09:39.307 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:14:24
2024-12-17 16:09:41.653 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:14:22
2024-12-17 16:09:43.456 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:14:20
2024-12-17 16:09:46.076 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:14:18
2024-12-17 16:09:49.051 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.297s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:14:16
2024-12-17 16:09:51.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:14:13
2024-12-17 16:09:54.538 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.268s, data_time: 0.003s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:14:11
2024-12-17 16:09:56.551 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:14:09
2024-12-17 16:09:58.655 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:14:07
2024-12-17 16:10:00.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:14:05
2024-12-17 16:10:02.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:14:02
2024-12-17 16:10:04.827 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:14:00
2024-12-17 16:10:07.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:13:58
2024-12-17 16:10:09.860 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:13:56
2024-12-17 16:10:12.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:13:53
2024-12-17 16:10:15.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.300s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:13:51
2024-12-17 16:10:18.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.307s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:13:49
2024-12-17 16:10:20.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:13:47
2024-12-17 16:10:22.921 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:13:45
2024-12-17 16:10:24.903 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:13:42
2024-12-17 16:10:27.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:13:40
2024-12-17 16:10:29.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:13:38
2024-12-17 16:10:31.418 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:13:36
2024-12-17 16:10:33.994 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:13:34
2024-12-17 16:10:36.556 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:13:31
2024-12-17 16:10:39.130 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:13:29
2024-12-17 16:10:42.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:13:27
2024-12-17 16:10:45.074 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.298s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:13:25
2024-12-17 16:10:47.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:13:23
2024-12-17 16:10:49.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:13:20
2024-12-17 16:10:51.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:13:18
2024-12-17 16:10:53.441 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.220s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:13:16
2024-12-17 16:10:55.601 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:13:14
2024-12-17 16:10:57.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:13:11
2024-12-17 16:10:59.665 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:13:09
2024-12-17 16:11:02.213 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:13:07
2024-12-17 16:11:04.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.003s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:13:05
2024-12-17 16:11:07.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:13:03
2024-12-17 16:11:10.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:13:00
2024-12-17 16:11:12.571 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:12:58
2024-12-17 16:11:14.966 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:12:56
2024-12-17 16:11:16.988 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 0:12:54
2024-12-17 16:11:18.776 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 640, ETA: 0:12:52
2024-12-17 16:11:20.712 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:12:49
2024-12-17 16:11:22.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:12:47
2024-12-17 16:11:25.219 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:12:45
2024-12-17 16:11:27.741 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:12:43
2024-12-17 16:11:30.479 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:12:41
2024-12-17 16:11:33.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.001s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:12:38
2024-12-17 16:11:36.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:12:36
2024-12-17 16:11:38.370 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:12:34
2024-12-17 16:11:40.462 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:12:32
2024-12-17 16:11:42.501 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:12:29
2024-12-17 16:11:45.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.273s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:12:27
2024-12-17 16:11:47.304 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:12:25
2024-12-17 16:11:49.345 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.001s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:12:23
2024-12-17 16:11:51.198 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:12:21
2024-12-17 16:11:53.313 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:12:18
2024-12-17 16:11:55.159 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:12:16
2024-12-17 16:11:57.154 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:12:14
2024-12-17 16:11:59.314 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:12:12
2024-12-17 16:12:01.145 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:12:10
2024-12-17 16:12:02.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:12:07
2024-12-17 16:12:04.970 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:12:05
2024-12-17 16:12:07.084 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:12:03
2024-12-17 16:12:09.226 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:12:01
2024-12-17 16:12:11.212 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:11:58
2024-12-17 16:12:12.977 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:11:56
2024-12-17 16:12:14.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.167s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 608, ETA: 0:11:54
2024-12-17 16:12:16.607 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:11:52
2024-12-17 16:12:18.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:11:50
2024-12-17 16:12:20.642 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.5, l1_loss: 0.4, conf_loss: 0.6, cls_loss: 0.3, lr: 1.250e-04, size: 672, ETA: 0:11:47
2024-12-17 16:12:22.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:11:45
2024-12-17 16:12:24.363 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:11:43
2024-12-17 16:12:26.427 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:11:41
2024-12-17 16:12:28.249 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:11:38
2024-12-17 16:12:30.207 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:11:36
2024-12-17 16:12:31.984 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.177s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:11:34
2024-12-17 16:12:34.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:11:32
2024-12-17 16:12:36.238 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:11:30
2024-12-17 16:12:38.353 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:11:27
2024-12-17 16:12:40.065 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.171s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:11:25
2024-12-17 16:12:42.442 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:11:23
2024-12-17 16:12:44.736 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.229s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:11:21
2024-12-17 16:12:46.774 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:11:19
2024-12-17 16:12:49.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:11:16
2024-12-17 16:12:50.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:11:14
2024-12-17 16:12:52.482 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:11:12
2024-12-17 16:12:54.300 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:11:10
2024-12-17 16:12:56.325 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:11:07
2024-12-17 16:12:58.279 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:11:05
2024-12-17 16:13:00.128 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:11:03
2024-12-17 16:13:02.110 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:11:01
2024-12-17 16:13:04.122 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:10:59
2024-12-17 16:13:06.214 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.209s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:10:56
2024-12-17 16:13:08.056 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:10:54
2024-12-17 16:13:09.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.4, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:10:52
2024-12-17 16:13:11.661 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.176s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:10:50
2024-12-17 16:13:14.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:10:48
2024-12-17 16:13:16.822 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.234s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:10:45
2024-12-17 16:13:18.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:10:43
2024-12-17 16:13:20.953 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:10:41
2024-12-17 16:13:22.861 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:10:39
2024-12-17 16:13:24.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:10:36
2024-12-17 16:13:26.704 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:10:34
2024-12-17 16:13:28.732 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:10:32
2024-12-17 16:13:30.520 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:10:30
2024-12-17 16:13:32.525 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:10:28
2024-12-17 16:13:34.480 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:10:25
2024-12-17 16:13:36.337 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:10:23
2024-12-17 16:13:38.354 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:10:21
2024-12-17 16:13:40.374 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:10:19
2024-12-17 16:13:42.625 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.224s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:10:16
2024-12-17 16:13:44.878 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:10:14
2024-12-17 16:13:47.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.219s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:10:12
2024-12-17 16:13:49.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:10:10
2024-12-17 16:13:51.085 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:10:08
2024-12-17 16:13:53.299 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:10:05
2024-12-17 16:13:55.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:10:03
2024-12-17 16:13:57.275 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:10:01
2024-12-17 16:13:59.463 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:09:59
2024-12-17 16:14:01.508 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:09:57
2024-12-17 16:14:03.533 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:09:54
2024-12-17 16:14:05.688 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.3, lr: 1.250e-04, size: 576, ETA: 0:09:52
2024-12-17 16:14:07.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:09:50
2024-12-17 16:14:09.627 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:09:48
2024-12-17 16:14:11.510 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:09:45
2024-12-17 16:14:14.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:09:43
2024-12-17 16:14:16.006 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:09:41
2024-12-17 16:14:17.882 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:09:39
2024-12-17 16:14:19.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:09:37
2024-12-17 16:14:21.477 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:09:34
2024-12-17 16:14:23.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:09:32
2024-12-17 16:14:25.403 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:09:30
2024-12-17 16:14:27.492 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.208s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:09:28
2024-12-17 16:14:29.405 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:09:26
2024-12-17 16:14:31.217 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:09:23
2024-12-17 16:14:33.181 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:09:21
2024-12-17 16:14:35.149 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.4, l1_loss: 0.4, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:09:19
2024-12-17 16:14:36.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.172s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:09:17
2024-12-17 16:14:38.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:09:14
2024-12-17 16:14:40.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.006s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:09:12
2024-12-17 16:14:43.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:09:10
2024-12-17 16:14:45.002 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:09:08
2024-12-17 16:14:46.815 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:09:06
2024-12-17 16:14:48.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.003s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:09:03
2024-12-17 16:14:50.563 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:09:01
2024-12-17 16:14:52.866 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:08:59
2024-12-17 16:14:54.711 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 109/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:08:57
2024-12-17 16:14:55.488 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 16:15:51.089 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 16:15:51.224 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 16:15:51.394 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.17s)
2024-12-17 16:15:51.394 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 16:15:51.401 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 16:15:51.931 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.29 ms, Average inference time: 3.23 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.943
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.040
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.786
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.957
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.891
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.525
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.829
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.966
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.318 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.388 |

2024-12-17 16:15:51.932 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 16:15:52.353 | INFO     | yolox.core.trainer:before_epoch:203 - ---> start train epoch110
2024-12-17 16:15:54.960 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 10/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:08:54
2024-12-17 16:15:57.489 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 20/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:08:51
2024-12-17 16:15:59.844 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 30/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:08:49
2024-12-17 16:16:02.710 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 40/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.286s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:08:47
2024-12-17 16:16:05.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 50/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:08:45
2024-12-17 16:16:07.676 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 60/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:08:43
2024-12-17 16:16:09.812 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 70/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:08:40
2024-12-17 16:16:12.126 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 80/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.231s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:08:38
2024-12-17 16:16:14.274 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 90/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:08:36
2024-12-17 16:16:16.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 100/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.240s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:08:34
2024-12-17 16:16:18.943 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 110/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:08:32
2024-12-17 16:16:21.464 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 120/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.251s, data_time: 0.003s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:08:29
2024-12-17 16:16:23.838 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 130/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:08:27
2024-12-17 16:16:25.522 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 140/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.168s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:08:25
2024-12-17 16:16:28.519 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.299s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:08:23
2024-12-17 16:16:31.457 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:08:20
2024-12-17 16:16:33.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:08:18
2024-12-17 16:16:35.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 180/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.6, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:08:16
2024-12-17 16:16:37.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:08:14
2024-12-17 16:16:39.623 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:08:12
2024-12-17 16:16:41.587 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.196s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:08:09
2024-12-17 16:16:43.929 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 220/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:08:07
2024-12-17 16:16:46.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 230/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:08:05
2024-12-17 16:16:48.961 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:08:03
2024-12-17 16:16:51.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:08:01
2024-12-17 16:16:54.196 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:07:58
2024-12-17 16:16:56.873 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 270/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:07:56
2024-12-17 16:16:59.419 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 280/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.254s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:07:54
2024-12-17 16:17:01.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:07:52
2024-12-17 16:17:04.350 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 300/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:07:50
2024-12-17 16:17:06.724 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.237s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:07:47
2024-12-17 16:17:09.552 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 320/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.282s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:07:45
2024-12-17 16:17:12.195 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:07:43
2024-12-17 16:17:14.454 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:07:41
2024-12-17 16:17:16.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.212s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:07:38
2024-12-17 16:17:18.604 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 360/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:07:36
2024-12-17 16:17:20.614 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 370/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:07:34
2024-12-17 16:17:22.549 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 380/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:07:32
2024-12-17 16:17:24.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 390/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.222s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:07:30
2024-12-17 16:17:27.264 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 400/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:07:27
2024-12-17 16:17:29.794 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 410/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:07:25
2024-12-17 16:17:32.702 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 420/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:07:23
2024-12-17 16:17:35.660 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:07:21
2024-12-17 16:17:38.203 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 440/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:07:19
2024-12-17 16:17:40.438 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 450/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:07:16
2024-12-17 16:17:42.372 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:07:14
2024-12-17 16:17:45.010 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 470/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:07:12
2024-12-17 16:17:46.898 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 480/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:07:10
2024-12-17 16:17:48.602 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 490/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:07:07
2024-12-17 16:17:50.615 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:07:05
2024-12-17 16:17:53.142 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.252s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:07:03
2024-12-17 16:17:55.778 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:07:01
2024-12-17 16:17:58.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:06:59
2024-12-17 16:18:01.528 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:06:56
2024-12-17 16:18:04.247 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 550/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:06:54
2024-12-17 16:18:06.162 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:06:52
2024-12-17 16:18:08.114 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 570/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:06:50
2024-12-17 16:18:10.537 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:06:48
2024-12-17 16:18:13.496 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.295s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:06:45
2024-12-17 16:18:15.734 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 600/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.223s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:06:43
2024-12-17 16:18:17.631 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 610/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:06:41
2024-12-17 16:18:19.689 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 620/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.205s, data_time: 0.003s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:06:39
2024-12-17 16:18:21.809 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:06:37
2024-12-17 16:18:23.754 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 640/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:06:34
2024-12-17 16:18:25.890 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 650/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:06:32
2024-12-17 16:18:28.700 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:06:30
2024-12-17 16:18:31.544 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:06:28
2024-12-17 16:18:34.448 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 680/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:06:25
2024-12-17 16:18:37.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 690/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:06:23
2024-12-17 16:18:39.098 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 700/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:06:21
2024-12-17 16:18:41.210 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 710/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.210s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:06:19
2024-12-17 16:18:43.606 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 720/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:06:17
2024-12-17 16:18:46.186 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.257s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:06:14
2024-12-17 16:18:48.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 740/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:06:12
2024-12-17 16:18:50.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 750/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.235s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:06:10
2024-12-17 16:18:53.170 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:06:08
2024-12-17 16:18:55.833 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.001s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:06:06
2024-12-17 16:18:58.784 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 780/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.294s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:06:03
2024-12-17 16:19:01.535 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 790/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.274s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:06:01
2024-12-17 16:19:03.429 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:05:59
2024-12-17 16:19:05.869 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:05:57
2024-12-17 16:19:08.586 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:05:55
2024-12-17 16:19:11.096 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:05:52
2024-12-17 16:19:13.229 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:05:50
2024-12-17 16:19:15.567 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 850/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.233s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:05:48
2024-12-17 16:19:18.070 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:05:46
2024-12-17 16:19:20.749 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 870/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:05:43
2024-12-17 16:19:23.237 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 880/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:05:41
2024-12-17 16:19:25.270 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.001s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:05:39
2024-12-17 16:19:27.691 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.241s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:05:37
2024-12-17 16:19:30.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 910/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:05:35
2024-12-17 16:19:33.160 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 920/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.261s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:05:32
2024-12-17 16:19:35.310 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 930/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.214s, data_time: 0.001s, total_loss: 1.8, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 1.0, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:05:30
2024-12-17 16:19:37.119 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 940/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:05:28
2024-12-17 16:19:39.073 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:05:26
2024-12-17 16:19:41.102 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 960/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:05:24
2024-12-17 16:19:43.581 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.247s, data_time: 0.001s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:05:21
2024-12-17 16:19:46.094 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.250s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:05:19
2024-12-17 16:19:48.278 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 990/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.218s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:05:17
2024-12-17 16:19:50.919 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1000/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:05:15
2024-12-17 16:19:53.647 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1010/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:05:12
2024-12-17 16:19:56.585 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.293s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:05:10
2024-12-17 16:19:59.189 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:05:08
2024-12-17 16:20:01.678 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1040/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:05:06
2024-12-17 16:20:03.747 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1050/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.206s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:05:04
2024-12-17 16:20:05.748 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1060/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:05:01
2024-12-17 16:20:07.663 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1070/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:04:59
2024-12-17 16:20:09.503 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1080/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.183s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.3, lr: 1.250e-04, size: 608, ETA: 0:04:57
2024-12-17 16:20:11.393 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1090/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:04:55
2024-12-17 16:20:13.180 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1100/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.178s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:04:53
2024-12-17 16:20:15.772 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1110/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:04:50
2024-12-17 16:20:18.211 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1120/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:04:48
2024-12-17 16:20:21.033 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1130/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:04:46
2024-12-17 16:20:23.885 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1140/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.284s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:04:44
2024-12-17 16:20:26.695 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1150/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.280s, data_time: 0.001s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:04:41
2024-12-17 16:20:28.656 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:04:39
2024-12-17 16:20:30.684 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:04:37
2024-12-17 16:20:33.052 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:04:35
2024-12-17 16:20:35.032 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:04:33
2024-12-17 16:20:36.841 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1200/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.180s, data_time: 0.001s, total_loss: 1.2, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:04:30
2024-12-17 16:20:38.666 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.182s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:04:28
2024-12-17 16:20:41.036 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1220/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:04:26
2024-12-17 16:20:43.662 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1230/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:04:24
2024-12-17 16:20:46.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.281s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:04:22
2024-12-17 16:20:49.440 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.296s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:04:19
2024-12-17 16:20:52.243 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1260/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.279s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:04:17
2024-12-17 16:20:54.228 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1270/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:04:15
2024-12-17 16:20:56.230 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1280/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:04:13
2024-12-17 16:20:58.204 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1290/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:04:11
2024-12-17 16:21:00.191 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:04:08
2024-12-17 16:21:02.069 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1310/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:04:06
2024-12-17 16:21:03.973 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1320/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.190s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:04:04
2024-12-17 16:21:06.265 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1330/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.228s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:04:02
2024-12-17 16:21:08.763 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1340/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:03:59
2024-12-17 16:21:11.485 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:03:57
2024-12-17 16:21:13.880 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1360/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.239s, data_time: 0.002s, total_loss: 1.5, iou_loss: 0.5, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 0:03:55
2024-12-17 16:21:16.521 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1370/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:03:53
2024-12-17 16:21:19.018 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1380/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:03:51
2024-12-17 16:21:21.016 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1390/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:03:48
2024-12-17 16:21:22.917 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1400/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:03:46
2024-12-17 16:21:24.895 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1410/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.197s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:03:44
2024-12-17 16:21:26.697 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1420/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:03:42
2024-12-17 16:21:28.407 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1430/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.170s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:03:40
2024-12-17 16:21:30.437 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1440/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:03:37
2024-12-17 16:21:32.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1450/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:03:35
2024-12-17 16:21:35.150 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1460/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.267s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:03:33
2024-12-17 16:21:37.513 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1470/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:03:31
2024-12-17 16:21:40.013 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1480/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.249s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:03:28
2024-12-17 16:21:42.804 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1490/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:03:26
2024-12-17 16:21:44.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1500/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.184s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:03:24
2024-12-17 16:21:46.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1510/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.181s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:03:22
2024-12-17 16:21:48.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1520/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.187s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:03:20
2024-12-17 16:21:50.289 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1530/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.194s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:03:17
2024-12-17 16:21:52.272 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1540/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.198s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:03:15
2024-12-17 16:21:54.308 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1550/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:03:13
2024-12-17 16:21:56.361 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1560/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.205s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:03:11
2024-12-17 16:21:58.527 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1570/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.216s, data_time: 0.002s, total_loss: 1.7, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.8, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:03:09
2024-12-17 16:22:00.955 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1580/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.242s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:03:06
2024-12-17 16:22:03.598 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1590/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.264s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:03:04
2024-12-17 16:22:06.504 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1600/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.003s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:03:02
2024-12-17 16:22:09.135 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1610/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:03:00
2024-12-17 16:22:11.605 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1620/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:02:57
2024-12-17 16:22:13.634 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1630/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.202s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:02:55
2024-12-17 16:22:15.907 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1640/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.227s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:02:53
2024-12-17 16:22:17.654 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1650/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.174s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:02:51
2024-12-17 16:22:19.425 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1660/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.176s, data_time: 0.001s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:02:49
2024-12-17 16:22:21.424 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1670/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:02:46
2024-12-17 16:22:23.222 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1680/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.179s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:02:44
2024-12-17 16:22:25.591 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1690/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.236s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:02:42
2024-12-17 16:22:28.059 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1700/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:02:40
2024-12-17 16:22:30.788 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1710/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.272s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:02:38
2024-12-17 16:22:33.558 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1720/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.276s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:02:35
2024-12-17 16:22:36.271 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1730/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.270s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:02:33
2024-12-17 16:22:38.384 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1740/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.211s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:02:31
2024-12-17 16:22:40.318 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1750/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:02:29
2024-12-17 16:22:41.987 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1760/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.166s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:02:26
2024-12-17 16:22:44.629 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1770/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.263s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:02:24
2024-12-17 16:22:46.568 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1780/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:02:22
2024-12-17 16:22:48.564 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1790/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:02:20
2024-12-17 16:22:50.783 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1800/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.221s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:02:18
2024-12-17 16:22:53.377 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1810/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.6, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.7, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:02:15
2024-12-17 16:22:56.050 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1820/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.266s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:02:13
2024-12-17 16:22:58.635 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1830/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.258s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:02:11
2024-12-17 16:23:01.470 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1840/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.283s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:02:09
2024-12-17 16:23:03.779 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1850/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:02:07
2024-12-17 16:23:05.777 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1860/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.199s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:02:04
2024-12-17 16:23:07.677 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1870/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.189s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:02:02
2024-12-17 16:23:09.687 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1880/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:02:00
2024-12-17 16:23:11.692 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1890/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:01:58
2024-12-17 16:23:14.161 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1900/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.246s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:01:55
2024-12-17 16:23:16.723 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1910/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.255s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:01:53
2024-12-17 16:23:19.509 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1920/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.278s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:01:51
2024-12-17 16:23:21.993 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1930/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:01:49
2024-12-17 16:23:24.713 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1940/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.271s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:01:47
2024-12-17 16:23:27.369 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1950/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:01:44
2024-12-17 16:23:29.913 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1960/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.254s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:01:42
2024-12-17 16:23:31.963 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1970/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.204s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:01:40
2024-12-17 16:23:34.116 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1980/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.215s, data_time: 0.003s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:01:38
2024-12-17 16:23:36.047 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 1990/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 608, ETA: 0:01:36
2024-12-17 16:23:37.933 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2000/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.188s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.3, cls_loss: 0.3, lr: 1.250e-04, size: 544, ETA: 0:01:33
2024-12-17 16:23:39.633 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2010/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.169s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:01:31
2024-12-17 16:23:41.650 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2020/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:01:29
2024-12-17 16:23:44.305 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2030/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.265s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:01:27
2024-12-17 16:23:46.846 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2040/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.253s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:01:25
2024-12-17 16:23:49.475 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2050/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:01:22
2024-12-17 16:23:52.235 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2060/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.275s, data_time: 0.003s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:01:20
2024-12-17 16:23:54.670 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2070/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.243s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 736, ETA: 0:01:18
2024-12-17 16:23:56.685 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2080/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:01:16
2024-12-17 16:23:58.722 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2090/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.203s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.2, cls_loss: 0.1, lr: 1.250e-04, size: 640, ETA: 0:01:13
2024-12-17 16:24:00.641 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2100/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.191s, data_time: 0.002s, total_loss: 1.3, iou_loss: 0.4, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:01:11
2024-12-17 16:24:02.597 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2110/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.195s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:01:09
2024-12-17 16:24:04.731 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2120/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.213s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:01:07
2024-12-17 16:24:06.540 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2130/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:01:05
2024-12-17 16:24:08.800 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2140/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.225s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:01:02
2024-12-17 16:24:11.317 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2150/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.251s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:01:00
2024-12-17 16:24:14.090 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2160/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.277s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:00:58
2024-12-17 16:24:16.716 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2170/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.262s, data_time: 0.003s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.0, cls_loss: 0.2, lr: 1.250e-04, size: 608, ETA: 0:00:56
2024-12-17 16:24:19.620 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2180/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.290s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:00:54
2024-12-17 16:24:21.924 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2190/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.230s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:00:51
2024-12-17 16:24:23.932 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2200/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:00:49
2024-12-17 16:24:25.949 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2210/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.201s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:00:47
2024-12-17 16:24:27.876 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2220/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:00:45
2024-12-17 16:24:29.887 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2230/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.200s, data_time: 0.002s, total_loss: 0.3, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:00:42
2024-12-17 16:24:31.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2240/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:00:40
2024-12-17 16:24:33.682 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2250/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:00:38
2024-12-17 16:24:36.277 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2260/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.2, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:00:36
2024-12-17 16:24:38.883 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2270/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.260s, data_time: 0.002s, total_loss: 1.4, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.5, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:00:34
2024-12-17 16:24:41.486 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2280/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.259s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:00:31
2024-12-17 16:24:43.417 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2290/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.192s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 704, ETA: 0:00:29
2024-12-17 16:24:45.805 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2300/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.238s, data_time: 0.002s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:00:27
2024-12-17 16:24:47.743 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2310/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 1.1, iou_loss: 0.3, l1_loss: 0.3, conf_loss: 0.4, cls_loss: 0.2, lr: 1.250e-04, size: 576, ETA: 0:00:25
2024-12-17 16:24:49.550 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2320/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.180s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:00:23
2024-12-17 16:24:51.409 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2330/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.7, iou_loss: 0.3, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:00:20
2024-12-17 16:24:53.343 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2340/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.193s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 544, ETA: 0:00:18
2024-12-17 16:24:55.476 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2350/2424, gpu mem: 20630Mb, mem: 6.2Gb, iter_time: 0.213s, data_time: 0.016s, total_loss: 0.9, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.3, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:00:16
2024-12-17 16:24:57.336 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2360/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.185s, data_time: 0.002s, total_loss: 0.6, iou_loss: 0.2, l1_loss: 0.1, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 576, ETA: 0:00:14
2024-12-17 16:24:59.516 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2370/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.217s, data_time: 0.002s, total_loss: 0.5, iou_loss: 0.1, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.1, lr: 1.250e-04, size: 704, ETA: 0:00:11
2024-12-17 16:25:02.003 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2380/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.248s, data_time: 0.002s, total_loss: 1.0, iou_loss: 0.3, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 544, ETA: 0:00:09
2024-12-17 16:25:04.565 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2390/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.256s, data_time: 0.001s, total_loss: 0.7, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.1, cls_loss: 0.2, lr: 1.250e-04, size: 640, ETA: 0:00:07
2024-12-17 16:25:07.190 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2400/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.262s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 736, ETA: 0:00:05
2024-12-17 16:25:10.139 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2410/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.294s, data_time: 0.002s, total_loss: 0.4, iou_loss: 0.1, l1_loss: 0.1, conf_loss: 0.0, cls_loss: 0.1, lr: 1.250e-04, size: 672, ETA: 0:00:03
2024-12-17 16:25:12.707 | INFO     | yolox.core.trainer:after_iter:259 - epoch: 110/110, iter: 2420/2424, gpu mem: 20630Mb, mem: 6.3Gb, iter_time: 0.256s, data_time: 0.002s, total_loss: 0.8, iou_loss: 0.2, l1_loss: 0.2, conf_loss: 0.2, cls_loss: 0.2, lr: 1.250e-04, size: 672, ETA: 0:00:00
2024-12-17 16:25:13.781 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 16:26:09.568 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:259 - Evaluate in main process...
2024-12-17 16:26:09.704 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - Loading and preparing results...
2024-12-17 16:26:09.743 | INFO     | yolox.evaluators.coco_evaluator:evaluate_prediction:292 - DONE (t=0.04s)
2024-12-17 16:26:09.743 | INFO     | pycocotools.coco:loadRes:366 - creating index...
2024-12-17 16:26:09.750 | INFO     | pycocotools.coco:loadRes:366 - index created!
2024-12-17 16:26:10.413 | INFO     | yolox.core.trainer:evaluate_and_save_model:358 - 
Average forward time: 1.94 ms, Average NMS time: 1.29 ms, Average inference time: 3.23 ms
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.943
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.989
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.958
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.027
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.786
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.957
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.892
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.954
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.375
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.829
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.966
per class AP:
| class   | AP     |
|:--------|:-------|
| 0.000   | 94.327 |
per class AR:
| class   | AR     |
|:--------|:-------|
| 0.000   | 95.387 |

2024-12-17 16:26:10.413 | INFO     | yolox.core.trainer:save_ckpt:368 - Save weights to ./YOLOX_outputs/yolox_s_v320_640_seed_42_fold0
2024-12-17 16:26:10.828 | INFO     | yolox.core.trainer:after_train:195 - Training of experiment is done and the best AP is 94.40
