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Group: roberta_entropy_fnc1_nosub

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2023-02-05 20:03:48

Testing: [25/63] eta: 0:00:21 loss: 0.1417 (0.1742) batch_acc: 95.0000 (95.0962) batch_f1: 0.7419 (0.7657) batch_acc_balanced: 0.7500 (0.7797) time: 0.5589 data: 0.0285 max mem: 15573

2023-02-05 20:04:02

Testing: [50/63] eta: 0:00:07 loss: 0.1538 (0.1753) batch_acc: 95.0000 (95.1471) batch_f1: 0.7730 (0.7688) batch_acc_balanced: 0.7750 (0.7764) time: 0.5584 data: 0.0279 max mem: 15573

2023-02-05 20:04:03

/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

2023-02-05 20:04:03

warnings.warn("y_pred contains classes not in y_true")

2023-02-05 20:04:07

/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

2023-02-05 20:04:07

warnings.warn("y_pred contains classes not in y_true")

2023-02-05 20:04:10

Testing: Total time: 0:00:34

2023-02-05 20:04:10

Epoch [4]: Test Loss: 0.1728, Test Accuracy: 95.1381

2023-02-05 20:04:10

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2023-02-05 20:04:10

[2023-02-05 21:04:08,316][root][INFO] - Evaluation took 0.58 minutes

2023-02-05 20:04:10

[2023-02-05 21:04:08,316][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.17283978410774753, 'test_batch_acc_epoch': 95.13805520071799, 'test_batch_f1_epoch': 0.7644137080803651, 'test_batch_acc_balanced_epoch': 0.7777690753906423}

2023-02-05 20:04:10

[2023-02-05 21:04:08,318][root][INFO] - Saving checkpoint for cycle 15

2023-02-05 20:04:14

[2023-02-05 21:04:12,762][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/roberta/uncertainty/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-02-05 20:04:14

Saving results to /mnt/work/glae/glae-results/fnc1/roberta/uncertainty/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.

2023-02-05 20:04:14

[2023-02-05 21:04:13,674][root][INFO] - Experiment took 110.40 minutes