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Group: bert_random_dbpedia_2560

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2023-03-28 09:32:35

[2023-03-28 11:32:34,284][root][INFO] - Training stats: {'train_lr_epoch': 5.1973684210526305e-06, 'train_loss_epoch': 0.005458305485080928, 'train_batch_acc_epoch': 100.0, 'train_batch_f1_macro_epoch': 100.0, 'train_batch_f1_micro_epoch': 100.0, 'train_batch_acc_balanced_epoch': 100.0}

2023-03-28 09:32:35

> Evaluation.

2023-03-28 09:32:35

[2023-03-28 11:32:34,284][root][INFO] - Evaluation with 70000 sample

2023-03-28 09:35:40

Epoch [4]: Test Loss: 0.0633, Test Accuracy: 98.8171, Test acc_blc: 98.8171

2023-03-28 09:35:40

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2023-03-28 09:35:40

[2023-03-28 11:35:39,557][root][INFO] - Evaluation took 3.09 minutes

2023-03-28 09:35:40

[2023-03-28 11:35:39,558][root][INFO] - Evaluation stats: {'test_acc': 98.817138671875, 'test_f1_macro': 98.81780960917207, 'test_f1_micro': 98.81714285714285, 'test_acc_blc': 98.81714285714285, 'test_loss': 0.063328318297863}

2023-03-28 09:35:40

[2023-03-28 11:35:39,573][root][INFO] - Saving checkpoint for cycle 60

2023-03-28 09:35:46

[2023-03-28 11:35:45,028][root][INFO] - Saving results to /mnt/work/glae/glae-results/dbpedia/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-28 09:35:46

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

2023-03-28 09:36:00

[2023-03-28 11:35:58,995][root][INFO] - Saving results to /mnt/work/glae/glae-results/dbpedia/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-28 09:36:00

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

2023-03-28 09:36:00

[2023-03-28 11:35:59,031][root][INFO] - Saving final model to /mnt/work/glae/glae-results/dbpedia/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-28 09:36:06

[2023-03-28 11:36:04,748][root][INFO] - Experiment took 232.96 minutes