Model doesn't train with a custom dataset

[VladimirKalajcidi]

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• I have searched the Roboflow Notebooks issues and found no similar bug report.

Notebook name

Jupyter

Bug

Tried to train model with a custom dataset, but keep getting the same output. Weight decay is always 06 and training stops after the last warning
Will be grateful if you could help

02/17 08:45:09 - mmengine - INFO - Distributed training is not used, all SyncBatchNorm (SyncBN) layers in the model will be automatically reverted to BatchNormXd layers if they are used.
02/17 08:45:09 - mmengine - INFO - Hooks will be executed in the following order:
before_run:
(VERY_HIGH ) RuntimeInfoHook
(49 ) EMAHook
(BELOW_NORMAL) LoggerHook

after_load_checkpoint:
(49 ) EMAHook

before_train:
(VERY_HIGH ) RuntimeInfoHook
(49 ) EMAHook
(NORMAL ) IterTimerHook
(VERY_LOW ) CheckpointHook

before_train_epoch:
(VERY_HIGH ) RuntimeInfoHook
(NORMAL ) IterTimerHook
(NORMAL ) DistSamplerSeedHook
(NORMAL ) PipelineSwitchHook

before_train_iter:
(VERY_HIGH ) RuntimeInfoHook
(NORMAL ) IterTimerHook

after_train_iter:
(VERY_HIGH ) RuntimeInfoHook
(49 ) EMAHook
(NORMAL ) IterTimerHook
(BELOW_NORMAL) LoggerHook
(LOW ) ParamSchedulerHook
(VERY_LOW ) CheckpointHook

after_train_epoch:
(NORMAL ) IterTimerHook
(LOW ) ParamSchedulerHook
(VERY_LOW ) CheckpointHook

before_val:
(VERY_HIGH ) RuntimeInfoHook

before_val_epoch:
(49 ) EMAHook
(NORMAL ) IterTimerHook

before_val_iter:
(NORMAL ) IterTimerHook

after_val_iter:
(NORMAL ) IterTimerHook
(NORMAL ) DetVisualizationHook
(BELOW_NORMAL) LoggerHook

after_val_epoch:
(VERY_HIGH ) RuntimeInfoHook
(49 ) EMAHook
(NORMAL ) IterTimerHook
(BELOW_NORMAL) LoggerHook
(LOW ) ParamSchedulerHook
(VERY_LOW ) CheckpointHook

after_val:
(VERY_HIGH ) RuntimeInfoHook

before_save_checkpoint:
(49 ) EMAHook

after_train:
(VERY_HIGH ) RuntimeInfoHook
(VERY_LOW ) CheckpointHook

before_test:
(VERY_HIGH ) RuntimeInfoHook

before_test_epoch:
(49 ) EMAHook
(NORMAL ) IterTimerHook

before_test_iter:
(NORMAL ) IterTimerHook

after_test_iter:
(NORMAL ) IterTimerHook
(NORMAL ) DetVisualizationHook
(BELOW_NORMAL) LoggerHook

after_test_epoch:
(VERY_HIGH ) RuntimeInfoHook
(49 ) EMAHook
(NORMAL ) IterTimerHook
(BELOW_NORMAL) LoggerHook

after_test:
(VERY_HIGH ) RuntimeInfoHook

after_run:
(BELOW_NORMAL) LoggerHook

loading annotations into memory...
Done (t=0.01s)
creating index...
index created!
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stem.0.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.final_conv.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.1.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.1.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.1.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.1.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.1.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.1.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.2.conv1.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.2.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.blocks.2.conv2.depthwise_conv.bn.bias:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage1.1.attention.fc.bias:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.main_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.short_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.short_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.final_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.final_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.1.conv2.pointwise_conv.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.2.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.2.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.2.conv2.depthwise_conv.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.2.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.2.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.3.conv1.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.3.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.3.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.3.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.3.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.4.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.4.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.4.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.4.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.4.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.4.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.5.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.5.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.5.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.5.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.5.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.blocks.5.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage2.1.attention.fc.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.0.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.main_conv.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.short_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.short_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.final_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.final_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.0.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.1.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.1.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.1.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.1.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.1.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.1.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.2.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.2.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.2.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.2.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.2.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.2.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.3.conv1.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.3.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.3.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.3.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.3.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.4.conv1.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.4.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.4.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.4.conv2.pointwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.4.conv2.pointwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.5.conv1.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.5.conv1.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.5.conv2.depthwise_conv.bn.weight:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.5.conv2.depthwise_conv.bn.bias:weight_decay=0.0
02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage3.1.blocks.5.conv2.pointwise_conv.bn.weight:weight_decay=0.0
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02/17 08:45:09 - mmengine - INFO - paramwise_options -- backbone.stage4.2.blocks.1.conv2.depthwise_conv.bn.weight:weight_decay=0.0
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loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
02/17 08:45:10 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io
02/17 08:45:10 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future.
02/17 08:45:10 - mmengine - INFO - Checkpoints will be saved to /Users/vladimirkalajcidi/mmyolo/work_dirs/custom2.
/Users/vladimirkalajcidi/anaconda3/lib/python3.11/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at /private/var/folders/nz/j6p8yfhx1mv_0grj5xl4650h0000gp/T/abs_6c0lzhxkfw/croot/pytorch_1686931859179/work/aten/src/ATen/native/TensorShape.cpp:3484.)
return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined]

Environment

-Jupyter Notebook

Minimal Reproducible Example

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Additional

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Are you willing to submit a PR?

• Yes I'd like to help by submitting a PR!