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leather.log
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/home/aistudio/PaDiM-Paddle
W0418 22:35:36.286679 22573 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 7.0, Driver API Version: 10.1, Runtime API Version: 10.1
W0418 22:35:36.291791 22573 device_context.cc:465] device: 0, cuDNN Version: 7.6.
Training model for leather
2022-04-18 22:35:43 Epoch 0[1/8]: loss:0.00000, lr:0.00000, batch time:0.0569, data time:1.5998
2022-04-18 22:35:46 Epoch 0[3/8]: loss:0.00000, lr:0.00000, batch time:0.0541, data time:1.5038
2022-04-18 22:35:49 Epoch 0[5/8]: loss:0.00000, lr:0.00000, batch time:0.0530, data time:1.5253
2022-04-18 22:35:52 Epoch 0[7/8]: loss:0.00000, lr:0.00000, batch time:0.0537, data time:1.4333
2022-04-18 22:35:57 Train ends, total 0.00s
2022-04-18 22:35:57 Saving model...
2022-04-18 22:35:57 Save model in ./output/leather/best.pdparams
2022-04-18 22:35:57 Starting eval model...
| feature extraction | test | leather |: 100%|████| 4/4 [00:07<00:00, 1.77s/it]
/opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages/matplotlib/cbook/__init__.py:2349: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated, and in 3.8 it will stop working
if isinstance(obj, collections.Iterator):
/opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages/matplotlib/colors.py:101: DeprecationWarning: np.asscalar(a) is deprecated since NumPy v1.16, use a.item() instead
ret = np.asscalar(ex)
/opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages/matplotlib/cbook/__init__.py:2366: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated, and in 3.8 it will stop working
return list(data) if isinstance(data, collections.MappingView) else data
/opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages/matplotlib/image.py:425: DeprecationWarning: np.asscalar(a) is deprecated since NumPy v1.16, use a.item() instead
a_min = np.asscalar(a_min.astype(scaled_dtype))
/opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages/matplotlib/image.py:426: DeprecationWarning: np.asscalar(a) is deprecated since NumPy v1.16, use a.item() instead
a_max = np.asscalar(a_max.astype(scaled_dtype))
2022-04-18 22:38:09 Class:leather: Image AUC: 1.000
2022-04-18 22:38:09 Class:leather: Pixel AUC: 0.991