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Group: distilbert_entropy_fnc1_15ep

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2023-02-21 04:31:13

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

2023-02-21 04:31:18

Testing: [50/63] eta: 0:00:03 loss: 0.4284 (0.5092) batch_acc: 92.5000 (91.8627) batch_f1: 0.7180 (0.7093) batch_acc_balanced: 0.7424 (0.7400) time: 0.2882 data: 0.0279 max mem: 7948

2023-02-21 04:31:19

/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 04:31:19

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

2023-02-21 04:31:21

/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 04:31:21

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

2023-02-21 04:31:22

Testing: Total time: 0:00:18

2023-02-21 04:31:22

Epoch [14]: Test Loss: 0.4865, Test Accuracy: 92.1569

2023-02-21 04:31:22

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2023-02-21 04:31:22

[2023-02-21 05:31:20,899][root][INFO] - Evaluation took 0.30 minutes

2023-02-21 04:31:22

[2023-02-21 05:31:20,899][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.4865482138499381, 'test_batch_acc_epoch': 92.15686272372719, 'test_batch_f1_epoch': 0.7093125152156239, 'test_batch_acc_balanced_epoch': 0.7456333812402877}

2023-02-21 04:31:22

[2023-02-21 05:31:20,900][root][INFO] - Saving checkpoint for cycle 15

2023-02-21 04:31:25

[2023-02-21 05:31:23,379][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/uncertainty/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-02-21 04:31:25

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

2023-02-21 04:31:25

[2023-02-21 05:31:23,707][root][INFO] - Experiment took 56.86 minutes