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2023-02-01 23:39:42

> Evaluation.

2023-02-01 23:39:42

[2023-02-02 00:39:40,115][root][INFO] - Evaluation with 4998 sample

2023-02-01 23:39:42

Testing: [ 0/63] eta: 0:00:35 loss: 0.8355 (0.8355) batch_acc: 65.0000 (65.0000) batch_f1: 0.4015 (0.4015) batch_acc_balanced: 0.4188 (0.4188) time: 0.5639 data: 0.0227 max mem: 15583

2023-02-01 23:39:56

Testing: [25/63] eta: 0:00:21 loss: 0.7511 (0.7369) batch_acc: 72.5000 (71.1538) batch_f1: 0.3940 (0.4198) batch_acc_balanced: 0.4078 (0.4410) time: 0.5622 data: 0.0225 max mem: 15583

2023-02-01 23:40:10

Testing: [50/63] eta: 0:00:07 loss: 0.7252 (0.7339) batch_acc: 71.2500 (70.6863) batch_f1: 0.3862 (0.4139) batch_acc_balanced: 0.4120 (0.4358) time: 0.5620 data: 0.0223 max mem: 15583

2023-02-01 23:40:16

Testing: Total time: 0:00:35

2023-02-01 23:40:16

Epoch [4]: Test Loss: 0.7252, Test Accuracy: 71.1285

2023-02-01 23:40:16

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2023-02-01 23:40:16

[2023-02-02 00:40:15,262][root][INFO] - Evaluation took 0.59 minutes

2023-02-01 23:40:16

[2023-02-02 00:40:15,262][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.7252180462791806, 'test_batch_acc_epoch': 71.12845136834031, 'test_batch_f1_epoch': 0.4221035445094307, 'test_batch_acc_balanced_epoch': 0.4442479258492785}

2023-02-01 23:40:16

[2023-02-02 00:40:15,263][root][INFO] - Saving checkpoint for cycle 60

2023-02-01 23:40:20

[2023-02-02 00:40:19,850][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/badge/N_INIT100__ACQ_SIZE20__N_ACQ60/seed5/results.json

2023-02-01 23:40:20

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

2023-02-01 23:40:22

[2023-02-02 00:40:20,990][root][INFO] - Experiment took 195.33 minutes