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Group: distilbert_random_fnc1_15ep

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2023-02-21 06:40:04

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

2023-02-21 06:40:05

Testing: [50/63] eta: 0:00:05 loss: 0.4834 (0.5484) batch_acc: 90.0000 (90.2941) batch_f1: 0.6402 (0.6432) batch_acc_balanced: 0.6431 (0.6677) time: 0.3863 data: 0.0245 max mem: 7948

2023-02-21 06:40:10

/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

2023-02-21 06:40:10

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

2023-02-21 06:40:10

/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

2023-02-21 06:40:10

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

2023-02-21 06:40:11

Testing: Total time: 0:00:24

2023-02-21 06:40:11

Epoch [14]: Test Loss: 0.5496, Test Accuracy: 90.1361

2023-02-21 06:40:11

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2023-02-21 06:40:11

[2023-02-21 07:40:09,950][root][INFO] - Evaluation took 0.40 minutes

2023-02-21 06:40:11

[2023-02-21 07:40:09,950][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.5495518893151293, 'test_batch_acc_epoch': 90.13605440039785, 'test_batch_f1_epoch': 0.642264823502978, 'test_batch_acc_balanced_epoch': 0.6669774321607085}

2023-02-21 06:40:11

[2023-02-21 07:40:09,951][root][INFO] - Saving checkpoint for cycle 15

2023-02-21 06:40:13

[2023-02-21 07:40:12,460][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/random/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-02-21 06:40:13

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

2023-02-21 06:40:13

[2023-02-21 07:40:12,750][root][INFO] - Experiment took 63.09 minutes