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Group: bert_badge_banks77_2560_15ep

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2023-03-28 14:13:39

> Evaluation.

2023-03-28 14:13:39

[2023-03-28 16:13:36,921][root][INFO] - Evaluation with 3080 sample

2023-03-28 14:13:40

100%|██████████| 39/39 [00:02<00:00, 14.57it/s]

2023-03-28 14:13:41

Epoch [14]: Test Loss: 0.4271, Test Accuracy: 89.2857, Test acc_blc: 89.2857

2023-03-28 14:13:41

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2023-03-28 14:13:41

[2023-03-28 16:13:39,612][root][INFO] - Evaluation took 0.04 minutes

2023-03-28 14:13:41

[2023-03-28 16:13:39,612][root][INFO] - Evaluation stats: {'test_acc': 89.28571319580078, 'test_f1_macro': 89.26678047203646, 'test_f1_micro': 89.28571428571429, 'test_acc_blc': 89.28571428571426, 'test_loss': 0.42707106471061707}

2023-03-28 14:13:41

[2023-03-28 16:13:39,614][root][INFO] - Saving checkpoint for cycle 60

2023-03-28 14:13:47

[2023-03-28 16:13:44,693][root][INFO] - Saving results to /mnt/work/glae/glae-results/banks77/bert/badge/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-28 14:13:47

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

2023-03-28 14:13:47

[2023-03-28 16:13:45,103][root][INFO] - Saving results to /mnt/work/glae/glae-results/banks77/bert/badge/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-28 14:13:47

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

2023-03-28 14:13:47

[2023-03-28 16:13:45,220][root][INFO] - Saving final model to /mnt/work/glae/glae-results/banks77/bert/badge/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-28 14:13:51

[2023-03-28 16:13:50,061][root][INFO] - Experiment took 137.44 minutes