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Timestamps visible
2023-01-28 16:31:10
     62        0.6023        0.6352  0.0002  1.6818
2023-01-28 16:31:12
     63        0.6023        0.6352  0.0001  1.5597
2023-01-28 16:31:14
     64        0.6023        0.6352  0.0001  1.5556
2023-01-28 16:31:16
Stopping since valid_loss has not improved in the last 20 epochs.
2023-01-28 16:31:16
Restoring best model from epoch 45.
2023-01-28 16:31:16
[2023-01-28 16:31:14,696][drcomp.__main__][INFO] - Training took 121.14 seconds.
2023-01-28 16:31:16
[2023-01-28 16:31:14,701][drcomp.__main__][INFO] - Saving model...
2023-01-28 16:31:16
[2023-01-28 16:31:14,976][drcomp.__main__][INFO] - Evaluating model...
2023-01-28 16:31:20
[2023-01-28 16:31:18,713][drcomp.__main__][INFO] - Sampling 15000 samples from the dataset because of computational constraints of the evaluation.
2023-01-28 16:31:20
[2023-01-28 16:31:18,727][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.
2023-01-28 16:32:41
computing coranking matrix: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 15000/15000 [00:04<00:00, 3082.85it/s]
2023-01-28 16:32:42
[2023-01-28 16:32:41,401][drcomp.__main__][INFO] - Mean Trustworthiness: 0.9913
2023-01-28 16:32:42
[2023-01-28 16:32:41,406][drcomp.__main__][INFO] - Mean Continuity: 0.9968
2023-01-28 16:32:42
[2023-01-28 16:32:41,407][drcomp.__main__][INFO] - Max LCMC: 0.5928
2023-01-28 16:32:42
[2023-01-28 16:32:41,409][drcomp.__main__][INFO] - Evaluation took 82.68 seconds.
2023-01-28 16:32:42
[2023-01-28 16:32:41,411][drcomp.utils._saving][INFO] - Saved metrics to metrics/FashionMNIST_AE.json
2023-01-28 16:32:48
[2023-01-28 16:32:42,247][drcomp.__main__][INFO] - Finished in 213.32 seconds.