dal-nlp

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Group: bert_cal_banks77_2560_15ep

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Timestamps visible

2023-03-29 00:01:21

[2023-03-29 02:01:20,311][root][INFO] - Evaluation with 3080 sample

2023-03-29 00:01:24

100%|██████████| 39/39 [00:02<00:00, 14.76it/s]

2023-03-29 00:01:23

Epoch [14]: Test Loss: 0.5162, Test Accuracy: 86.6234, Test acc_blc: 86.6234

2023-03-29 00:01:23

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2023-03-29 00:01:23

[2023-03-29 02:01:22,967][root][INFO] - Evaluation took 0.04 minutes

2023-03-29 00:01:23

[2023-03-29 02:01:22,967][root][INFO] - Evaluation stats: {'test_acc': 86.62337493896484, 'test_f1_macro': 86.65592997227792, 'test_f1_micro': 86.62337662337663, 'test_acc_blc': 86.62337662337661, 'test_loss': 0.5161543488502502}

2023-03-29 00:01:23

[2023-03-29 02:01:22,969][root][INFO] - Saving checkpoint for cycle 60

2023-03-29 00:01:24

100%|██████████| 39/39 [00:02<00:00, 14.76it/s]

2023-03-29 00:01:29

[2023-03-29 02:01:27,982][root][INFO] - Saving results to /mnt/work/glae/glae-results/banks77/bert/cal/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-29 00:01:29

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

2023-03-29 00:01:29

[2023-03-29 02:01:28,420][root][INFO] - Saving results to /mnt/work/glae/glae-results/banks77/bert/cal/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-29 00:01:29

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

2023-03-29 00:01:29

[2023-03-29 02:01:28,474][root][INFO] - Saving final model to /mnt/work/glae/glae-results/banks77/bert/cal/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-29 00:01:35

[2023-03-29 02:01:34,534][root][INFO] - Experiment took 126.02 minutes