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Group: bert_entropy_fnc1_15ep

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2023-02-17 12:38:59

warnings.warn("y_pred contains classes not in y_true")lib/python3.9/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true

2023-02-17 12:39:05

Testing: [50/63] eta: 0:00:10 loss: 0.3269 (0.4610) batch_acc: 93.7500 (92.8922) batch_f1: 0.6958 (0.7157) batch_acc_balanced: 0.7114 (0.7357) time: 0.7700 data: 0.0241 max mem: 15195

2023-02-17 12:39:05

warnings.warn("y_pred contains classes not in y_true")lib/python3.9/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true

2023-02-17 12:39:11

warnings.warn("y_pred contains classes not in y_true")lib/python3.9/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true

2023-02-17 12:39:13

Testing: Total time: 0:00:48

2023-02-17 12:39:13

Epoch [14]: Test Loss: 0.4567, Test Accuracy: 92.8972

2023-02-17 12:39:13

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2023-02-17 12:39:13

[2023-02-17 13:39:12,427][root][INFO] - Evaluation took 0.80 minutes

2023-02-17 12:39:13

[2023-02-17 13:39:12,428][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.456715722878774, 'test_batch_acc_epoch': 92.89715884217456, 'test_batch_f1_epoch': 0.7075294162120209, 'test_batch_acc_balanced_epoch': 0.7340991882358877}

2023-02-17 12:39:13

[2023-02-17 13:39:12,429][root][INFO] - Saving checkpoint for cycle 15

2023-02-17 12:39:13

warnings.warn("y_pred contains classes not in y_true")lib/python3.9/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true

2023-02-17 12:39:19

[2023-02-17 13:39:16,726][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/uncertainty/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-02-17 12:39:19

Saving results to /mnt/work/glae/glae-results/fnc1/bert/uncertainty/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.

2023-02-17 12:39:19

[2023-02-17 13:39:17,227][root][INFO] - Experiment took 146.16 minutes