Comments (2)
I also noticed some torchvision
deprecation warnings in resnet.py
example.
from tyxe.
From what I can find, they are all in torchvision
though, so that should be addressed there.
(env) rum@neu-aa-devmachine-gpu-1:~/TyXe/examples$ python -W once::DeprecationWarning resnet.py --inference mean-field --num-epochs 10
/home/rum/env/lib/python3.8/site-packages/torchvision/transforms/functional_pil.py:228: DeprecationWarning: BILINEAR is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.BILINEAR instead.
interpolation: int = Image.BILINEAR,
/home/rum/env/lib/python3.8/site-packages/torchvision/transforms/functional_pil.py:295: DeprecationWarning: NEAREST is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.NEAREST or Dither.NONE instead.
interpolation: int = Image.NEAREST,
/home/rum/env/lib/python3.8/site-packages/torchvision/transforms/functional_pil.py:328: DeprecationWarning: BICUBIC is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.BICUBIC instead.
interpolation: int = Image.BICUBIC,
Files already downloaded and verified
Files already downloaded and verified
Using downloaded and verified file: ./data/test_32x32.mat
0%| | 0/10 [00:00<?, ?it/s]/home/rum/env/lib/python3.8/site-packages/torchvision/transforms/functional_pil.py:42: DeprecationWarning: FLIP_LEFT_RIGHT is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.FLIP_LEFT_RIGHT instead.
return img.transpose(Image.FLIP_LEFT_RIGHT)
/home/rum/env/lib/python3.8/site-packages/torchvision/transforms/functional_pil.py:42: DeprecationWarning: FLIP_LEFT_RIGHT is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.FLIP_LEFT_RIGHT instead.
return img.transpose(Image.FLIP_LEFT_RIGHT)
ELBO=94502457.776; test error=16.67%; LL=-0.5021
10%|███████████████████████████▎ | 1/10 [03:43<33:27, 223.04s/it]/home/rum/env/lib/python3.8/site-packages/torchvision/transforms/functional_pil.py:42: DeprecationWarning: FLIP_LEFT_RIGHT is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.FLIP_LEFT_RIGHT instead.
return img.transpose(Image.FLIP_LEFT_RIGHT)
/home/rum/env/lib/python3.8/site-packages/torchvision/transforms/functional_pil.py:42: DeprecationWarning: FLIP_LEFT_RIGHT is deprecated and will be removed in Pillow 10 (2023-07-01). Use Transpose.FLIP_LEFT_RIGHT instead.
return img.transpose(Image.FLIP_LEFT_RIGHT)
from tyxe.
Related Issues (20)
- MNIST tutorials
- Flipout implementation for recurrent networks (lstm, gru) HOT 6
- License HOT 2
- Example of usage with Reinforcement Learning? HOT 1
- Way to open parameters HOT 1
- ValueError: Error while computing log_prob at site 'likelihood.data' HOT 6
- Implementing Radial BNN HOT 2
- Measuring Uncertainty - epistemic & aleatoric HOT 1
- Unable to save and load models HOT 2
- Errors when trying to load a VariationalBNN HOT 5
- Development status HOT 3
- cannot import tyxe HOT 7
- Important data leakage in resnet example. HOT 1
- turning UNet into Bayesian UNet HOT 5
- R^2 metric for regression
- Maintenance status? HOT 2
- BNN broadcastable error HOT 4
- m, sd = bnn.predict(x_test, num_predictions=32)
- confidence interval in the regression.ipynb
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from tyxe.