dal-nlp

Hplutz's group workspace

Group: bert_coreset_banks77_2560_15ep

6214

6222

6217

1-5

of 5

Timestamps visible

2023-03-29 14:00:11

[2023-03-29 16:00:09,914][root][INFO] - Evaluation with 3080 sample

2023-03-29 14:00:14

100%|██████████| 39/39 [00:02<00:00, 14.94it/s]

2023-03-29 14:00:13

Epoch [14]: Test Loss: 0.5037, Test Accuracy: 86.9805, Test acc_blc: 86.9805

2023-03-29 14:00:13

--------------------------------------------------------------------------------

2023-03-29 14:00:13

[2023-03-29 16:00:12,539][root][INFO] - Evaluation took 0.04 minutes

2023-03-29 14:00:13

[2023-03-29 16:00:12,539][root][INFO] - Evaluation stats: {'test_acc': 86.98052215576172, 'test_f1_macro': 86.66177482072244, 'test_f1_micro': 86.98051948051948, 'test_acc_blc': 86.98051948051948, 'test_loss': 0.5036998987197876}

2023-03-29 14:00:13

[2023-03-29 16:00:12,541][root][INFO] - Saving checkpoint for cycle 60

2023-03-29 14:00:14

100%|██████████| 39/39 [00:02<00:00, 14.94it/s]

2023-03-29 14:00:17

[2023-03-29 16:00:17,107][root][INFO] - Saving results to /mnt/work/glae/glae-results/banks77/bert/coreset/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-03-29 14:00:17

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

2023-03-29 14:00:19

[2023-03-29 16:00:17,527][root][INFO] - Saving results to /mnt/work/glae/glae-results/banks77/bert/coreset/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/queried_indices.json

2023-03-29 14:00:19

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

2023-03-29 14:00:19

[2023-03-29 16:00:17,573][root][INFO] - Saving final model to /mnt/work/glae/glae-results/banks77/bert/coreset/15ep/sub/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/model_final.pth.

2023-03-29 14:00:24

[2023-03-29 16:00:21,800][root][INFO] - Experiment took 103.25 minutes