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Group: bert_badge_fnc1_15ep

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2023-02-20 02:16:29

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

2023-02-20 02:16:33

Testing: [50/63] eta: 0:00:09 loss: 0.2641 (0.2634) batch_acc: 96.2500 (96.4951) batch_f1: 0.8141 (0.8214) batch_acc_balanced: 0.8291 (0.8275) time: 0.7269 data: 0.0233 max mem: 15960

2023-02-20 02:16:35

/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

2023-02-20 02:16:35

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

2023-02-20 02:16:41

/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

2023-02-20 02:16:41

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

2023-02-20 02:16:43

Testing: Total time: 0:00:45

2023-02-20 02:16:43

Epoch [14]: Test Loss: 0.2663, Test Accuracy: 96.4586

2023-02-20 02:16:43

--------------------------------------------------------------------------------

2023-02-20 02:16:43

[2023-02-20 03:16:41,501][root][INFO] - Evaluation took 0.76 minutes

2023-02-20 02:16:43

[2023-02-20 03:16:41,501][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.2662715025297884, 'test_batch_acc_epoch': 96.45858345169123, 'test_batch_f1_epoch': 0.8097129491670261, 'test_batch_acc_balanced_epoch': 0.8222857148481282}

2023-02-20 02:16:43

[2023-02-20 03:16:41,502][root][INFO] - Saving checkpoint for cycle 15

2023-02-20 02:16:49

[2023-02-20 03:16:47,432][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/roberta/badge/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-02-20 02:16:49

Saving results to /mnt/work/glae/glae-results/fnc1/roberta/badge/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.

2023-02-20 02:16:49

[2023-02-20 03:16:47,987][root][INFO] - Experiment took 144.23 minutes