DEBUG:rasterio.env:Exiting outermost env
DEBUG:rasterio.env:Exited env context: <rasterio.env.Env object at 0x342ff05b0>
[DEBUG] Channel 0 shape: (512, 512)
[DEBUG] Channel 1 shape: (512, 512)
(307.0, 305.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(326.0, 359.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(320.0, 305.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(294.0, 303.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(315.0, 359.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(387.0, 64.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(406.0, 130.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(347.0, 417.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(340.0, 361.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(365.0, 9.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(360.0, 243.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(333.0, 416.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(370.0, 481.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(286.0, 247.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(274.0, 245.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(298.0, 253.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
(443.0, 218.0, 0.0) [<class 'float'>, <class 'float'>, <class 'float'>]
Error executing job with overrides: ['+config=configs/multilabel_circle_net.yaml']
Traceback (most recent call last):
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/train_multilabel.py", line 528, in <module>
    main()
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/main.py", line 94, in decorated_main
    _run_hydra(
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/_internal/utils.py", line 394, in _run_hydra
    _run_app(
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/_internal/utils.py", line 457, in _run_app
    run_and_report(
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/_internal/utils.py", line 223, in run_and_report
    raise ex
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/_internal/utils.py", line 220, in run_and_report
    return func()
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/_internal/utils.py", line 458, in <lambda>
    lambda: hydra.run(
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/_internal/hydra.py", line 132, in run
    _ = ret.return_value
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/core/utils.py", line 260, in return_value
    raise self._return_value
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/hydra/core/utils.py", line 186, in run_job
    ret.return_value = task_function(task_cfg)
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/train_multilabel.py", line 524, in main
    CenternetPipeline(cfg).train()
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/train_multilabel.py", line 415, in train
    model = self.build_model(config, self.loaders)
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/train_multilabel.py", line 206, in build_model
    model = nas.search(config.nas.num_iterations, loaders['train'], loaders['valid'])
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/xview3/nas.py", line 36, in search
    scores = [self.evaluate_model(model, train_loader, val_loader) for model in population]
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/xview3/nas.py", line 36, in <listcomp>
    scores = [self.evaluate_model(model, train_loader, val_loader) for model in population]
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/xview3/nas.py", line 112, in evaluate_model
    outputs = model(inputs)
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
    return forward_call(*args, **kwargs)
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/xview3/centernet/models/centernet_unet.py", line 171, in forward
    decoded_features = self.decoder(feature_maps)
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/opt/anaconda3/envs/sam3/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
    return forward_call(*args, **kwargs)
  File "/Users/samerkharboush/Downloads/SAR-MPS-OptunaNasFbnYoloTransformers/xview3/centernet/models/custom_encoder.py", line 67, in forward
    x = torch.cat([x, encoder_feature], dim=1)
RuntimeError: Sizes of tensors must match except in dimension 1. Expected size 256 but got size 255 for tensor number 1 in the list.
(sam3) samerkharboush@Samers-MBP SAR-MPS-OptunaNasFbnYoloTransformers %