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transistor.log
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/home/aistudio/PaDiM-Paddle
W0418 23:02:03.226519 25152 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 7.0, Driver API Version: 10.1, Runtime API Version: 10.1
W0418 23:02:03.231539 25152 device_context.cc:465] device: 0, cuDNN Version: 7.6.
Training model for transistor
2022-04-18 23:02:10 Epoch 0[1/7]: loss:0.00000, lr:0.00000, batch time:0.0557, data time:1.9602
2022-04-18 23:02:14 Epoch 0[3/7]: loss:0.00000, lr:0.00000, batch time:0.0534, data time:1.7995
2022-04-18 23:02:17 Epoch 0[5/7]: loss:0.00000, lr:0.00000, batch time:0.0528, data time:1.7867
2022-04-18 23:02:20 Epoch 0[7/7]: loss:0.00000, lr:0.00000, batch time:0.0375, data time:1.1711
2022-04-18 23:02:24 Train ends, total 0.00s
2022-04-18 23:02:24 Saving model...
2022-04-18 23:02:24 Save model in ./output/transistor/best.pdparams
2022-04-18 23:02:24 Starting eval model...
| feature extraction | test | transistor |: 100%|█| 4/4 [00:05<00:00, 1.41s/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 23:04:04 Class:transistor: Image AUC: 0.947
2022-04-18 23:04:04 Class:transistor: Pixel AUC: 0.970