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Group: bert_random_fnc1_2560

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2023-02-06 16:41:35

Testing: [ 0/63] eta: 0:00:36 loss: 0.6678 (0.6678) batch_acc: 78.7500 (78.7500) batch_f1: 0.4961 (0.4961) batch_acc_balanced: 0.4842 (0.4842) time: 0.5777 data: 0.0346 max mem: 15195

2023-02-06 16:41:49

Testing: [25/63] eta: 0:00:21 loss: 0.6479 (0.6544) batch_acc: 77.5000 (77.9808) batch_f1: 0.3733 (0.4151) batch_acc_balanced: 0.3805 (0.4208) time: 0.5627 data: 0.0230 max mem: 15195

2023-02-06 16:41:51

/mnt/stud/home/mwirth/.conda/envs/uncertainty_evaluation/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1999: UserWarning: y_pred contains classes not in y_true

2023-02-06 16:41:51

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

2023-02-06 16:42:05

Testing: [50/63] eta: 0:00:07 loss: 0.5720 (0.6286) batch_acc: 80.0000 (78.8235) batch_f1: 0.3987 (0.4267) batch_acc_balanced: 0.4158 (0.4327) time: 0.5620 data: 0.0223 max mem: 15195

2023-02-06 16:42:11

Testing: Total time: 0:00:35

2023-02-06 16:42:11

Epoch [4]: Test Loss: 0.6264, Test Accuracy: 78.8715

2023-02-06 16:42:11

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2023-02-06 16:42:11

[2023-02-06 17:42:09,415][root][INFO] - Evaluation took 0.59 minutes

2023-02-06 16:42:11

[2023-02-06 17:42:09,415][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.6264397724280282, 'test_batch_acc_epoch': 78.87154863165969, 'test_batch_f1_epoch': 0.4205288765991133, 'test_batch_acc_balanced_epoch': 0.42772919177814595}

2023-02-06 16:42:11

[2023-02-06 17:42:09,416][root][INFO] - Saving checkpoint for cycle 60

2023-02-06 16:42:15

[2023-02-06 17:42:13,326][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/random/N_INIT100__ACQ_SIZE20__N_ACQ60/seed5/results.json

2023-02-06 16:42:15

Saving results to /mnt/work/glae/glae-results/fnc1/bert/random/N_INIT100__ACQ_SIZE20__N_ACQ60/seed5/results.json.

2023-02-06 16:42:15

[2023-02-06 17:42:14,547][root][INFO] - Experiment took 125.12 minutes