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Group: bert_uncertainty_trec6_2560_15ep

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2023-03-30 11:42:28

[2023-03-30 13:42:25,872][root][INFO] - Training stats: {'train_lr_epoch': 1.7324561403508773e-06, 'train_loss_epoch': 0.0004802047409611987, 'train_batch_acc_epoch': 100.0, 'train_batch_f1_macro_epoch': 100.0, 'train_batch_f1_micro_epoch': 100.0, 'train_batch_acc_balanced_epoch': 100.0}

2023-03-30 11:42:28

> Evaluation.

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[2023-03-30 13:42:25,872][root][INFO] - Evaluation with 500 sample

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Epoch [14]: Test Loss: 0.1924, Test Accuracy: 97.4000, Test acc_blc: 97.6440

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[2023-03-30 13:42:26,102][root][INFO] - Evaluation took 0.00 minutes

2023-03-30 11:42:28

[2023-03-30 13:42:26,102][root][INFO] - Evaluation stats: {'test_acc': 97.4000015258789, 'test_f1_macro': 97.77770238894341, 'test_f1_micro': 97.39999999999999, 'test_acc_blc': 97.64400583446734, 'test_loss': 0.19235444068908691}

2023-03-30 11:42:28

[2023-03-30 13:42:26,104][root][INFO] - Saving checkpoint for cycle 60

2023-03-30 11:42:32

[2023-03-30 13:42:30,204][root][INFO] - Saving results to /mnt/work/glae/glae-results/trec6/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-30 11:42:32

Saving results to /mnt/work/glae/glae-results/trec6/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json.

2023-03-30 11:42:32

[2023-03-30 13:42:30,433][root][INFO] - Saving results to /mnt/work/glae/glae-results/trec6/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-30 11:42:32

Saving queried indices to /mnt/work/glae/glae-results/trec6/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json.

2023-03-30 11:42:32

[2023-03-30 13:42:30,469][root][INFO] - Saving final model to /mnt/work/glae/glae-results/trec6/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-30 11:42:36

[2023-03-30 13:42:34,302][root][INFO] - Experiment took 70.06 minutes