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Feat/progressive #3

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wants to merge 24 commits into from
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Feat/progressive #3

wants to merge 24 commits into from

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johndpope
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64x64 training - progressive.

epoch 0 - first debug image.
debug_step_500_resolution_64

training fails -
test_resnet50 - succeeds
(comfyui) ➜  SPEAK-hack git:(feat/progressive) ✗ python test_resnet50.py 'x_s_failed.png'
/home/oem/miniconda3/envs/comfyui/lib/python3.11/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.
  warnings.warn(
/home/oem/miniconda3/envs/comfyui/lib/python3.11/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet50_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet50_Weights.DEFAULT` to get the most up-to-date weights.
  warnings.warn(msg)
Feature extraction successful!
Feature shape: torch.Size([1, 2048, 1, 1])
Feature statistics:
  Min: 0.0000
  Max: 3.7365
  Mean: 0.3242
  Std: 0.3428
Feature extraction successful!
Feature shape: torch.Size([1, 2048, 1, 1])
Feature statistics:
  Min: 0.0000
  Max: 4.4887
  Mean: 0.2499
  Std: 0.3159
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