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Group: bert_entropy_fnc1_15ep_nosub

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2023-02-26 02:51:58

Testing: [ 0/63] eta: 0:00:47 loss: 0.9924 (0.9924) batch_acc: 86.2500 (86.2500) batch_f1: 0.5308 (0.5308) batch_acc_balanced: 0.7132 (0.7132) time: 0.7519 data: 0.0242 max mem: 15195

2023-02-26 02:52:16

Testing: [25/63] eta: 0:00:28 loss: 0.3968 (0.4527) batch_acc: 92.5000 (93.2212) batch_f1: 0.7543 (0.7464) batch_acc_balanced: 0.7681 (0.7655) time: 0.7478 data: 0.0241 max mem: 15195

2023-02-26 02:52:17

/mnt/work/lrauch/miniconda3/envs/uncertainty-evaluation/lib/python3.9/site-packages/sklearn/metrics/_classification.py:2184: UserWarning: y_pred contains classes not in y_true

2023-02-26 02:52:17

warnings.warn("y_pred contains classes not in y_true")

2023-02-26 02:52:34

Testing: [50/63] eta: 0:00:09 loss: 0.3443 (0.4187) batch_acc: 95.0000 (93.6765) batch_f1: 0.6987 (0.7452) batch_acc_balanced: 0.7461 (0.7640) time: 0.7476 data: 0.0236 max mem: 15195

2023-02-26 02:52:44

Testing: Total time: 0:00:46

2023-02-26 02:52:44

Epoch [14]: Test Loss: 0.4280, Test Accuracy: 93.5574

2023-02-26 02:52:44

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2023-02-26 02:52:44

[2023-02-26 03:52:42,239][root][INFO] - Evaluation took 0.78 minutes

2023-02-26 02:52:44

[2023-02-26 03:52:42,240][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.42803209901802125, 'test_batch_acc_epoch': 93.55742294781682, 'test_batch_f1_epoch': 0.7401216712404725, 'test_batch_acc_balanced_epoch': 0.7596538858445844}

2023-02-26 02:52:44

[2023-02-26 03:52:42,241][root][INFO] - Saving checkpoint for cycle 15

2023-02-26 02:52:48

[2023-02-26 03:52:47,389][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/uncertainty/15ep/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed2/results.json

2023-02-26 02:52:48

Saving results to /mnt/work/glae/glae-results/fnc1/bert/uncertainty/15ep/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed2/results.json.

2023-02-26 02:52:48

[2023-02-26 03:52:47,743][root][INFO] - Experiment took 216.15 minutes