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Group: bert_badge_fnc1_15ep_nosub

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2023-02-27 06:46:14

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

2023-02-27 06:46:22

Testing: [50/63] eta: 0:00:09 loss: 0.3575 (0.4052) batch_acc: 95.0000 (93.8725) batch_f1: 0.7325 (0.7723) batch_acc_balanced: 0.8157 (0.8051) time: 0.7596 data: 0.0254 max mem: 15583

2023-02-27 06:46:22

/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

2023-02-27 06:46:22

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

2023-02-27 06:46:28

/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

2023-02-27 06:46:28

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

2023-02-27 06:46:30

Testing: Total time: 0:00:47

2023-02-27 06:46:30

Epoch [14]: Test Loss: 0.4008, Test Accuracy: 93.9376

2023-02-27 06:46:30

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2023-02-27 06:46:30

[2023-02-27 07:46:29,024][root][INFO] - Evaluation took 0.79 minutes

2023-02-27 06:46:30

[2023-02-27 07:46:29,025][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.4008234686182169, 'test_batch_acc_epoch': 93.93757504832988, 'test_batch_f1_epoch': 0.7658005358811344, 'test_batch_acc_balanced_epoch': 0.8006839237650499}

2023-02-27 06:46:30

[2023-02-27 07:46:29,026][root][INFO] - Saving checkpoint for cycle 15

2023-02-27 06:46:38

[2023-02-27 07:46:35,444][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/badge/15ep/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-02-27 06:46:38

Saving results to /mnt/work/glae/glae-results/fnc1/bert/badge/15ep/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.

2023-02-27 06:46:38

[2023-02-27 07:46:35,994][root][INFO] - Experiment took 223.16 minutes