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Group: bert_coreset_fnc1_15ep

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2023-02-17 18:10:54

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

2023-02-17 18:11:00

Testing: [50/63] eta: 0:00:07 loss: 0.3402 (0.3549) batch_acc: 93.7500 (93.5784) batch_f1: 0.6974 (0.7552) batch_acc_balanced: 0.7412 (0.7785) time: 0.5592 data: 0.0295 max mem: 15583

2023-02-17 18:11:00

/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

2023-02-17 18:11:00

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

2023-02-17 18:11:04

/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

2023-02-17 18:11:04

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

2023-02-17 18:11:06

Testing: Total time: 0:00:34

2023-02-17 18:11:06

Epoch [14]: Test Loss: 0.3561, Test Accuracy: 93.5374

2023-02-17 18:11:06

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2023-02-17 18:11:06

[2023-02-17 19:11:05,147][root][INFO] - Evaluation took 0.58 minutes

2023-02-17 18:11:06

[2023-02-17 19:11:05,147][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.35614422016910147, 'test_batch_acc_epoch': 93.53741494461555, 'test_batch_f1_epoch': 0.7467345463685934, 'test_batch_acc_balanced_epoch': 0.7745775384675985}

2023-02-17 18:11:06

[2023-02-17 19:11:05,148][root][INFO] - Saving checkpoint for cycle 15

2023-02-17 18:11:12

[2023-02-17 19:11:11,049][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/coreset/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed4/results.json

2023-02-17 18:11:12

Saving results to /mnt/work/glae/glae-results/fnc1/bert/coreset/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed4/results.json.

2023-02-17 18:11:12

[2023-02-17 19:11:11,556][root][INFO] - Experiment took 115.48 minutes