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Timestamps visible
2023-02-20 05:41:57
Testing: [25/63] eta: 0:00:27 loss: 0.1919 (0.2227) batch_acc: 97.5000 (96.7308) batch_f1: 0.8646 (0.8493) batch_acc_balanced: 0.9017 (0.8706) time: 0.7263 data: 0.0225 max mem: 15960
2023-02-20 05:42:05
/mnt/work/lrauch/miniconda3/envs/uncertainty-evaluation/lib/python3.9/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true
2023-02-20 05:42:05
  warnings.warn("y_pred contains classes not in y_true")
2023-02-20 05:42:15
Testing: [50/63] eta: 0:00:09 loss: 0.2469 (0.2388) batch_acc: 96.2500 (96.5196) batch_f1: 0.8834 (0.8430) batch_acc_balanced: 0.9147 (0.8628) time: 0.7263 data: 0.0227 max mem: 15960
2023-02-20 05:42:21
/mnt/work/lrauch/miniconda3/envs/uncertainty-evaluation/lib/python3.9/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true
2023-02-20 05:42:21
  warnings.warn("y_pred contains classes not in y_true")
2023-02-20 05:42:23
Testing: Total time: 0:00:45
2023-02-20 05:42:23
Epoch [14]: Test Loss: 0.2413,         Test Accuracy: 96.4386
2023-02-20 05:42:23
--------------------------------------------------------------------------------
2023-02-20 05:42:23
[2023-02-20 06:42:22,155][root][INFO] - Evaluation took 0.76 minutes
2023-02-20 05:42:23
[2023-02-20 06:42:22,156][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.24129885862422515, 'test_batch_acc_epoch': 96.43857544848994, 'test_batch_f1_epoch': 0.8354457331233254, 'test_batch_acc_balanced_epoch': 0.8582147741513423}
2023-02-20 05:42:23
[2023-02-20 06:42:22,156][root][INFO] - Saving checkpoint for cycle 15
2023-02-20 05:42:29
[2023-02-20 06:42:27,310][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/roberta/coreset/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json
2023-02-20 05:42:29
Saving results to /mnt/work/glae/glae-results/fnc1/roberta/coreset/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.
2023-02-20 05:42:29
[2023-02-20 06:42:28,048][root][INFO] - Experiment took 146.37 minutes