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Group: bert_random_fnc1_15ep

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2023-02-17 15:02:20

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

2023-02-17 15:02:20

Testing: [50/63] eta: 0:00:09 loss: 0.5043 (0.5184) batch_acc: 90.0000 (90.2206) batch_f1: 0.6193 (0.6181) batch_acc_balanced: 0.6376 (0.6665) time: 0.7480 data: 0.0229 max mem: 15195

2023-02-17 15:02:26

/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 15:02:26

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

2023-02-17 15:02:28

/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

2023-02-17 15:02:28

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

2023-02-17 15:02:28

Testing: Total time: 0:00:46

2023-02-17 15:02:28

Epoch [14]: Test Loss: 0.5169, Test Accuracy: 90.1761

2023-02-17 15:02:28

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2023-02-17 15:02:28

[2023-02-17 16:02:27,639][root][INFO] - Evaluation took 0.78 minutes

2023-02-17 15:02:28

[2023-02-17 16:02:27,639][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.5168897301431686, 'test_batch_acc_epoch': 90.17607040680042, 'test_batch_f1_epoch': 0.6103879460555401, 'test_batch_acc_balanced_epoch': 0.65681909255684}

2023-02-17 15:02:28

[2023-02-17 16:02:27,640][root][INFO] - Saving checkpoint for cycle 15

2023-02-17 15:02:34

[2023-02-17 16:02:31,930][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/random/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-02-17 15:02:34

Saving results to /mnt/work/glae/glae-results/fnc1/bert/random/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.

2023-02-17 15:02:34

[2023-02-17 16:02:32,382][root][INFO] - Experiment took 121.00 minutes