moritzm00

2023-01-24 13:00:17

8%|█████████████▎ | 18/225 [00:02<00:26, 7.86it/s, train_loss=0.761]

2023-01-24 13:00:39

12 0.7680 0.7645 0.0314 23.9473

2023-01-24 13:01:03

13 0.7680 0.7651 0.0282 23.9732

2023-01-24 13:01:27

14 0.7690 0.7645 0.0254 23.9210

2023-01-24 13:01:51

Stopping since valid_loss has not improved in the last 5 epochs.

2023-01-24 13:01:51

Restoring best model from epoch 10.

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[2023-01-24 13:01:50,213][drcomp.__main__][INFO] - Training took 361.72 seconds.

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[2023-01-24 13:01:50,220][drcomp.__main__][INFO] - Saving model...

2023-01-24 13:01:51

[2023-01-24 13:01:50,679][drcomp.__main__][INFO] - Evaluating model...

2023-01-24 13:01:53

computing pairwise distances: 0it [00:00, ?it/s]

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[2023-01-24 13:01:51,411][drcomp.__main__][INFO] - Sampling 15000 samples from the dataset because of computational constraints of the evaluation.

2023-01-24 13:01:53

[2023-01-24 13:01:51,452][drcomp.dimensionality_reducer][WARNING] - Computing the evaluation measures for 15000 samples may take up a long time and RAM. Consider downsampling the data to less than 5000 samples.

2023-01-24 13:03:11

[2023-01-24 13:03:10,506][drcomp.__main__][INFO] - Mean Trustworthiness: 0.9027

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[2023-01-24 13:03:10,510][drcomp.__main__][INFO] - Mean Continuity: 0.9383

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[2023-01-24 13:03:10,513][drcomp.__main__][INFO] - Max LCMC: 0.1447

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[2023-01-24 13:03:10,515][drcomp.__main__][INFO] - Evaluation took 79.06 seconds.

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[2023-01-24 13:03:10,517][drcomp.utils._saving][INFO] - Saved metrics to metrics/FER2013_CAE.json

2023-01-24 13:03:17

[2023-01-24 13:03:11,455][drcomp.__main__][INFO] - Finished in 459.79 seconds.

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