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Timestamps visible
2023-01-24 13:06:39
  0%|                                                                                                                                                                                                   | 0/79 [00:00<?, ?it/s]
2023-01-24 13:06:41
     35        0.6795        0.6777  0.0028  0.1791
2023-01-24 13:06:41
     36        0.6794        0.6776  0.0025  0.1978
2023-01-24 13:06:41
     37        0.6794        0.6776  0.0023  0.1755
2023-01-24 13:06:41
     38        0.6794        0.6776  0.0020  0.1660
2023-01-24 13:06:43
     39        0.6794        0.6776  0.0018  0.1744
2023-01-24 13:06:43
Stopping since valid_loss has not improved in the last 5 epochs.
2023-01-24 13:06:43
Restoring best model from epoch 35.
2023-01-24 13:06:43
[2023-01-24 13:06:42,191][drcomp.__main__][INFO] - Training took 22.68 seconds.
2023-01-24 13:06:43
[2023-01-24 13:06:42,194][drcomp.__main__][INFO] - Saving model...
2023-01-24 13:06:43
[2023-01-24 13:06:42,380][drcomp.__main__][INFO] - Evaluating model...
2023-01-24 13:06:43
computing rank matrix:  12%|███████████████████▋                                                                                                                                          | 622/5000 [00:00<00:01, 3088.70it/s]
2023-01-24 13:06:51
[2023-01-24 13:06:49,875][drcomp.__main__][INFO] - Mean Trustworthiness: 0.8634
2023-01-24 13:06:51
[2023-01-24 13:06:49,877][drcomp.__main__][INFO] - Mean Continuity: 0.9879
2023-01-24 13:06:51
[2023-01-24 13:06:49,879][drcomp.__main__][INFO] - Max LCMC: 0.3814
2023-01-24 13:06:51
[2023-01-24 13:06:49,881][drcomp.__main__][INFO] - Evaluation took 7.44 seconds.
2023-01-24 13:06:51
[2023-01-24 13:06:49,884][drcomp.utils._saving][INFO] - Saved metrics to metrics/SwissRoll_CAE.json
2023-01-24 13:06:55
[2023-01-24 13:06:50,483][drcomp.__main__][INFO] - Finished in 45.49 seconds.