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zipper.log
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/home/aistudio/PaDiM-Paddle
W0418 23:04:08.703464 25367 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 7.0, Driver API Version: 10.1, Runtime API Version: 10.1
W0418 23:04:08.708618 25367 device_context.cc:465] device: 0, cuDNN Version: 7.6.
Training model for zipper
2022-04-18 23:04:14 Epoch 0[1/8]: loss:0.00000, lr:0.00000, batch time:0.0571, data time:0.8705
2022-04-18 23:04:16 Epoch 0[3/8]: loss:0.00000, lr:0.00000, batch time:0.0562, data time:0.7199
2022-04-18 23:04:17 Epoch 0[5/8]: loss:0.00000, lr:0.00000, batch time:0.0561, data time:0.7150
2022-04-18 23:04:19 Epoch 0[7/8]: loss:0.00000, lr:0.00000, batch time:0.0554, data time:0.7157
2022-04-18 23:04:23 Train ends, total 0.00s
2022-04-18 23:04:23 Saving model...
2022-04-18 23:04:23 Save model in ./output/zipper/best.pdparams
2022-04-18 23:04:23 Starting eval model...
| feature extraction | test | zipper |: 100%|█████| 5/5 [00:04<00:00, 1.18it/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 23:06:47 Class:zipper: Image AUC: 0.907
2022-04-18 23:06:47 Class:zipper: Pixel AUC: 0.983