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Group: bert_entropy_fnc1_nosub

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2023-02-04 22:12:34

Testing: [ 0/63] eta: 0:00:35 loss: 0.4731 (0.4731) batch_acc: 86.2500 (86.2500) batch_f1: 0.5682 (0.5682) batch_acc_balanced: 0.6155 (0.6155) time: 0.5604 data: 0.0301 max mem: 15195

2023-02-04 22:12:48

Testing: [25/63] eta: 0:00:21 loss: 0.3210 (0.3521) batch_acc: 91.2500 (90.3365) batch_f1: 0.5752 (0.6116) batch_acc_balanced: 0.5792 (0.6191) time: 0.5595 data: 0.0299 max mem: 15195

2023-02-04 22:12:50

/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

2023-02-04 22:12:50

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

2023-02-04 22:13:02

Testing: [50/63] eta: 0:00:07 loss: 0.2707 (0.3346) batch_acc: 91.2500 (90.8824) batch_f1: 0.6023 (0.6241) batch_acc_balanced: 0.6211 (0.6330) time: 0.5590 data: 0.0296 max mem: 15195

2023-02-04 22:13:08

Testing: Total time: 0:00:34

2023-02-04 22:13:08

Epoch [4]: Test Loss: 0.3322, Test Accuracy: 91.0164

2023-02-04 22:13:08

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2023-02-04 22:13:08

[2023-02-04 23:13:08,047][root][INFO] - Evaluation took 0.58 minutes

2023-02-04 22:13:08

[2023-02-04 23:13:08,048][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.33224054437781136, 'test_batch_acc_epoch': 91.01640655957208, 'test_batch_f1_epoch': 0.6375399668518731, 'test_batch_acc_balanced_epoch': 0.6442979067498826}

2023-02-04 22:13:08

[2023-02-04 23:13:08,049][root][INFO] - Saving checkpoint for cycle 15

2023-02-04 22:13:13

[2023-02-04 23:13:11,931][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/uncertainty/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-02-04 22:13:13

Saving results to /mnt/work/glae/glae-results/fnc1/bert/uncertainty/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.

2023-02-04 22:13:13

[2023-02-04 23:13:12,404][root][INFO] - Experiment took 110.35 minutes