moritzm00

Moritzm00's group workspace

Group: FashionMNIST

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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.