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2023-02-02 10:08:58
> Evaluation.
2023-02-02 10:08:58
[2023-02-02 11:08:57,929][root][INFO] - Evaluation with 4998 sample
2023-02-02 10:08:58
Testing: [ 0/63] eta: 0:00:36 loss: 0.3438 (0.3438) batch_acc: 86.2500 (86.2500) batch_f1: 0.7142 (0.7142) batch_acc_balanced: 0.7269 (0.7269) time: 0.5718 data: 0.0410 max mem: 15583
2023-02-02 10:09:13
Testing: [25/63] eta: 0:00:21 loss: 0.3343 (0.3080) batch_acc: 88.7500 (89.7115) batch_f1: 0.5900 (0.5979) batch_acc_balanced: 0.5811 (0.6112) time: 0.5580 data: 0.0285 max mem: 15583
2023-02-02 10:09:27
Testing: [50/63] eta: 0:00:07 loss: 0.2452 (0.2835) batch_acc: 92.5000 (90.7353) batch_f1: 0.5861 (0.6109) batch_acc_balanced: 0.6002 (0.6234) time: 0.5580 data: 0.0284 max mem: 15583
2023-02-02 10:09:35
Testing: Total time: 0:00:34
2023-02-02 10:09:35
Epoch [4]: Test Loss: 0.2737,         Test Accuracy: 91.1965
2023-02-02 10:09:35
--------------------------------------------------------------------------------
2023-02-02 10:09:35
[2023-02-02 11:09:32,826][root][INFO] - Evaluation took 0.58 minutes
2023-02-02 10:09:35
[2023-02-02 11:09:32,826][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.27371425926685333, 'test_batch_acc_epoch': 91.1964785883836, 'test_batch_f1_epoch': 0.6268708469607209, 'test_batch_acc_balanced_epoch': 0.6391195380525734}
2023-02-02 10:09:35
[2023-02-02 11:09:32,828][root][INFO] - Saving checkpoint for cycle 15
2023-02-02 10:09:39
[2023-02-02 11:09:37,717][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/bert/coreset/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json
2023-02-02 10:09:39
Saving results to /mnt/work/glae/glae-results/fnc1/bert/coreset/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.
2023-02-02 10:09:39
[2023-02-02 11:09:38,122][root][INFO] - Experiment took 117.29 minutes