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Group: bert_coreset_trec6_2560_15ep

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Timestamps visible

2023-03-29 22:22:52

[2023-03-30 00:22:51,588][root][INFO] - Training stats: {'train_lr_epoch': 1.7324561403508773e-06, 'train_loss_epoch': 0.0005416265874373493, '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}

2023-03-29 22:22:52

> Evaluation.

2023-03-29 22:22:52

[2023-03-30 00:22:51,588][root][INFO] - Evaluation with 500 sample

2023-03-29 22:22:52

Epoch [14]: Test Loss: 0.1930, Test Accuracy: 97.6000, Test acc_blc: 97.8230

2023-03-29 22:22:52

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2023-03-29 22:22:52

[2023-03-30 00:22:51,819][root][INFO] - Evaluation took 0.00 minutes

2023-03-29 22:22:52

[2023-03-30 00:22:51,819][root][INFO] - Evaluation stats: {'test_acc': 97.5999984741211, 'test_f1_macro': 97.89952665216998, 'test_f1_micro': 97.6, 'test_acc_blc': 97.82304747283094, 'test_loss': 0.19295714795589447}

2023-03-29 22:22:52

[2023-03-30 00:22:51,821][root][INFO] - Saving checkpoint for cycle 60

2023-03-29 22:22:53

100%|██████████| 7/7 [00:00<00:00, 31.77it/s]s]

2023-03-29 22:22:56

[2023-03-30 00:22:55,811][root][INFO] - Saving results to /mnt/work/glae/glae-results/trec6/bert/coreset/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-29 22:22:56

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

2023-03-29 22:22:56

[2023-03-30 00:22:56,159][root][INFO] - Saving results to /mnt/work/glae/glae-results/trec6/bert/coreset/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-29 22:22:56

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

2023-03-29 22:22:58

[2023-03-30 00:22:56,272][root][INFO] - Saving final model to /mnt/work/glae/glae-results/trec6/bert/coreset/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-29 22:23:02

[2023-03-30 00:23:00,237][root][INFO] - Experiment took 70.37 minutes