dal-nlp

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Group: bert_uncertainty_banks77_2560_15ep

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Timestamps visible

2023-03-30 04:04:47

[2023-03-30 06:04:45,863][root][INFO] - Evaluation with 3080 sample

2023-03-30 04:04:50

100%|██████████| 39/39 [00:02<00:00, 14.80it/s]s]

2023-03-30 04:04:49

Epoch [14]: Test Loss: 0.4854, Test Accuracy: 87.7273, Test acc_blc: 87.7273

2023-03-30 04:04:49

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2023-03-30 04:04:49

[2023-03-30 06:04:48,512][root][INFO] - Evaluation took 0.04 minutes

2023-03-30 04:04:49

[2023-03-30 06:04:48,512][root][INFO] - Evaluation stats: {'test_acc': 87.7272720336914, 'test_f1_macro': 87.5521238398805, 'test_f1_micro': 87.72727272727273, 'test_acc_blc': 87.72727272727272, 'test_loss': 0.48538798093795776}

2023-03-30 04:04:49

[2023-03-30 06:04:48,514][root][INFO] - Saving checkpoint for cycle 60

2023-03-30 04:04:50

100%|██████████| 39/39 [00:02<00:00, 14.80it/s]s]

2023-03-30 04:04:59

[2023-03-30 06:04:58,566][root][INFO] - Saving results to /mnt/work/glae/glae-results/banks77/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-30 04:04:59

Saving results to /mnt/work/glae/glae-results/banks77/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json.

2023-03-30 04:04:59

[2023-03-30 06:04:59,100][root][INFO] - Saving results to /mnt/work/glae/glae-results/banks77/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-30 04:04:59

Saving queried indices to /mnt/work/glae/glae-results/banks77/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json.

2023-03-30 04:04:59

[2023-03-30 06:04:59,140][root][INFO] - Saving final model to /mnt/work/glae/glae-results/banks77/bert/uncertainty/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-30 04:05:05

[2023-03-30 06:05:03,695][root][INFO] - Experiment took 98.45 minutes