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/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers |
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warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning) |
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/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torch/functional.py:478: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:2894.) |
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return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined] |
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Image size: 480 |
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Easy & Hard Example Experiments - dataset : refcocog, split : motion |
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loading dataset refcocog into memory... |
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creating index... |
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index created. |
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DONE (t=6.33s) |
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lavt_one |
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Window size 12! |
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Randomly initialize Multi-modal Swin Transformer weights. |
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/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torchvision/transforms/functional.py:417: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum. |
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warnings.warn( |
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/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torchvision/transforms/functional.py:417: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum. |
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warnings.warn( |
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/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torchvision/transforms/functional.py:417: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum. |
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warnings.warn( |
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/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torchvision/transforms/functional.py:417: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum. |
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warnings.warn( |
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Test: [ 0/151] eta: 0:08:05 time: 3.2140 data: 0.9841 max mem: 1021 |
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Test: [100/151] eta: 0:00:05 time: 0.0848 data: 0.0016 max mem: 1021 |
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Test: Total time: 0:00:16 |
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Final results: |
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Mean IoU is 54.43 |
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|
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[email protected] = 60.93 |
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[email protected] = 58.94 |
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[email protected] = 53.64 |
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[email protected] = 49.01 |
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[email protected] = 29.14 |
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overall IoU = 48.27 |
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|
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/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers |
|
warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning) |
|
/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torch/functional.py:478: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:2894.) |
|
return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined] |
|
Image size: 480 |
|
Easy & Hard Example Experiments - dataset : refcocog, split : static |
|
loading dataset refcocog into memory... |
|
creating index... |
|
index created. |
|
DONE (t=6.38s) |
|
lavt_one |
|
Window size 12! |
|
Randomly initialize Multi-modal Swin Transformer weights. |
|
/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torchvision/transforms/functional.py:417: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum. |
|
warnings.warn( |
|
/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torchvision/transforms/functional.py:417: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum. |
|
warnings.warn( |
|
/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torchvision/transforms/functional.py:417: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum. |
|
warnings.warn( |
|
/home/chaeyun/.conda/envs/cris/lib/python3.9/site-packages/torchvision/transforms/functional.py:417: UserWarning: Argument 'interpolation' of type int is deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum. |
|
warnings.warn( |
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Test: [ 0/151] eta: 0:07:47 time: 3.0938 data: 0.8532 max mem: 1021 |
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Test: [100/151] eta: 0:00:05 time: 0.0853 data: 0.0016 max mem: 1021 |
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Test: Total time: 0:00:15 |
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Final results: |
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Mean IoU is 73.06 |
|
|
|
[email protected] = 82.12 |
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[email protected] = 80.79 |
|
[email protected] = 75.50 |
|
[email protected] = 70.20 |
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[email protected] = 39.07 |
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overall IoU = 67.73 |
|
|
|
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