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pill.log
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/home/aistudio/PaDiM-Paddle
W0418 22:54:55.145493 24453 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 7.0, Driver API Version: 10.1, Runtime API Version: 10.1
W0418 22:54:55.150499 24453 device_context.cc:465] device: 0, cuDNN Version: 7.6.
Training model for pill
2022-04-18 22:55:01 Epoch 0[1/9]: loss:0.00000, lr:0.00000, batch time:0.0562, data time:1.1681
2022-04-18 22:55:03 Epoch 0[3/9]: loss:0.00000, lr:0.00000, batch time:0.0540, data time:1.0111
2022-04-18 22:55:05 Epoch 0[5/9]: loss:0.00000, lr:0.00000, batch time:0.0542, data time:1.0609
2022-04-18 22:55:07 Epoch 0[7/9]: loss:0.00000, lr:0.00000, batch time:0.0541, data time:1.0522
2022-04-18 22:55:09 Epoch 0[9/9]: loss:0.00000, lr:0.00000, batch time:0.0213, data time:0.3613
2022-04-18 22:55:12 Train ends, total 0.00s
2022-04-18 22:55:12 Saving model...
2022-04-18 22:55:13 Save model in ./output/pill/best.pdparams
2022-04-18 22:55:13 Starting eval model...
| feature extraction | test | pill |: 100%|███████| 6/6 [00:06<00:00, 1.11it/s]
/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 22:57:55 Class:pill: Image AUC: 0.885
2022-04-18 22:57:55 Class:pill: Pixel AUC: 0.955