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Group: bert_random_trec6_2560

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2023-03-28 07:24:32

[2023-03-28 09:24:30,907][root][INFO] - Training stats: {'train_lr_epoch': 5.1973684210526305e-06, 'train_loss_epoch': 0.011757730765384621, 'train_batch_acc_epoch': 99.875, 'train_batch_f1_macro_epoch': 99.82539682539682, 'train_batch_f1_micro_epoch': 99.875, 'train_batch_acc_balanced_epoch': 99.84895833333331}

2023-03-28 07:24:32

> Evaluation.

2023-03-28 07:24:32

[2023-03-28 09:24:30,907][root][INFO] - Evaluation with 500 sample

2023-03-28 07:24:32

Epoch [4]: Test Loss: 0.2447, Test Accuracy: 95.4000, Test acc_blc: 95.8494

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2023-03-28 07:24:32

[2023-03-28 09:24:31,142][root][INFO] - Evaluation took 0.00 minutes

2023-03-28 07:24:32

[2023-03-28 09:24:31,142][root][INFO] - Evaluation stats: {'test_acc': 95.4000015258789, 'test_f1_macro': 96.07085131325567, 'test_f1_micro': 95.39999999999999, 'test_acc_blc': 95.84935821473425, 'test_loss': 0.24471716582775116}

2023-03-28 07:24:32

[2023-03-28 09:24:31,143][root][INFO] - Saving checkpoint for cycle 60

2023-03-28 07:24:36

[2023-03-28 09:24:35,119][root][INFO] - Saving results to /mnt/work/glae/glae-results/trec6/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-28 07:24:36

Saving results to /mnt/work/glae/glae-results/trec6/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json.

2023-03-28 07:24:36

[2023-03-28 09:24:35,587][root][INFO] - Saving results to /mnt/work/glae/glae-results/trec6/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-28 07:24:36

Saving queried indices to /mnt/work/glae/glae-results/trec6/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json.

2023-03-28 07:24:36

[2023-03-28 09:24:35,688][root][INFO] - Saving final model to /mnt/work/glae/glae-results/trec6/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-28 07:24:40

[2023-03-28 09:24:38,910][root][INFO] - Experiment took 23.29 minutes