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2023-03-28 19:38:31
100%|█████████▉| 874/875 [02:11<00:00,  7.50it/s]
2023-03-28 19:38:33
100%|██████████| 875/875 [02:12<00:00,  6.63it/s]
2023-03-28 19:38:32
Epoch [14]: Test Loss: 0.0559,         Test Accuracy: 99.1286,         Test acc_blc: 99.1286
2023-03-28 19:38:32
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2023-03-28 19:38:32
[2023-03-28 21:38:31,085][root][INFO] - Evaluation took 2.20 minutes
2023-03-28 19:38:32
[2023-03-28 21:38:31,086][root][INFO] - Evaluation stats: {'test_acc': 99.12857055664062, 'test_f1_macro': 99.12891347306338, 'test_f1_micro': 99.12857142857143, 'test_acc_blc': 99.12857142857145, 'test_loss': 0.055916927754879}
2023-03-28 19:38:32
[2023-03-28 21:38:31,098][root][INFO] - Saving checkpoint for cycle 60
2023-03-28 19:38:33
100%|██████████| 875/875 [02:12<00:00,  6.63it/s]
2023-03-28 19:38:36
[2023-03-28 21:38:35,270][root][INFO] - Saving results to /mnt/work/glae/glae-results/dbpedia/bert/badge/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json
2023-03-28 19:38:36
Saving results to /mnt/work/glae/glae-results/dbpedia/bert/badge/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json.
2023-03-28 19:38:50
[2023-03-28 21:38:49,280][root][INFO] - Saving results to /mnt/work/glae/glae-results/dbpedia/bert/badge/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json
2023-03-28 19:38:50
Saving queried indices to /mnt/work/glae/glae-results/dbpedia/bert/badge/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json.
2023-03-28 19:38:50
[2023-03-28 21:38:49,329][root][INFO] - Saving final model to /mnt/work/glae/glae-results/dbpedia/bert/badge/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.
2023-03-28 19:38:54
[2023-03-28 21:38:53,652][root][INFO] - Experiment took 280.72 minutes