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Group: bert_random_yelp5_2560

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2023-03-28 14:56:36

[2023-03-28 16:56:35,914][root][INFO] - Training stats: {'train_lr_epoch': 5.1973684210526305e-06, 'train_loss_epoch': 0.21153598697856069, 'train_batch_acc_epoch': 94.4375, 'train_batch_f1_macro_epoch': 93.78910645114688, 'train_batch_f1_micro_epoch': 94.4375, 'train_batch_acc_balanced_epoch': 94.87958829365078}

2023-03-28 14:56:36

> Evaluation.

2023-03-28 14:56:36

[2023-03-28 16:56:35,914][root][INFO] - Evaluation with 50000 sample

2023-03-28 14:56:36

0%| | 0/625 [00:00<?, ?it/s]

2023-03-28 15:02:24

Epoch [4]: Test Loss: 1.3244, Test Accuracy: 56.8020, Test acc_blc: 56.8020

2023-03-28 15:02:24

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2023-03-28 15:02:24

[2023-03-28 17:02:22,617][root][INFO] - Evaluation took 5.78 minutes

2023-03-28 15:02:24

[2023-03-28 17:02:22,618][root][INFO] - Evaluation stats: {'test_acc': 56.802001953125, 'test_f1_macro': 57.27506516936272, 'test_f1_micro': 56.802, 'test_acc_blc': 56.802, 'test_loss': 1.3244012594223022}

2023-03-28 15:02:24

[2023-03-28 17:02:22,631][root][INFO] - Saving checkpoint for cycle 60

2023-03-28 15:02:28

[2023-03-28 17:02:27,576][root][INFO] - Saving results to /mnt/work/glae/glae-results/yelp5/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-28 15:02:28

Saving results to /mnt/work/glae/glae-results/yelp5/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json.

2023-03-28 15:02:44

[2023-03-28 17:02:44,173][root][INFO] - Saving results to /mnt/work/glae/glae-results/yelp5/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-28 15:02:44

Saving queried indices to /mnt/work/glae/glae-results/yelp5/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json.

2023-03-28 15:02:46

[2023-03-28 17:02:44,348][root][INFO] - Saving final model to /mnt/work/glae/glae-results/yelp5/bert/random/5ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-28 15:02:50

[2023-03-28 17:02:49,232][root][INFO] - Experiment took 453.68 minutes