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2023-02-26 05:57:09
 27%|██▋       | 328/1222 [00:40<01:50,  8.06it/s]
2023-02-26 05:57:11
Testing: [25/63] eta: 0:00:11 loss: 0.5647 (0.5810) batch_acc: 88.7500 (89.4712) batch_f1: 0.6388 (0.6624) batch_acc_balanced: 0.6875 (0.6985) time: 0.2972 data: 0.0297 max mem: 7948
2023-02-26 05:57:11
 27%|██▋       | 328/1222 [00:40<01:50,  8.06it/s]
2023-02-26 05:57:15
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2023-02-26 05:57:17
Testing: [50/63] eta: 0:00:03 loss: 0.4427 (0.5293) batch_acc: 91.2500 (90.3676) batch_f1: 0.7249 (0.6794) batch_acc_balanced: 0.7440 (0.7211) time: 0.2972 data: 0.0296 max mem: 7948
2023-02-26 05:57:21
Testing: Total time: 0:00:18
2023-02-26 05:57:21
Epoch [14]: Test Loss: 0.5232,         Test Accuracy: 90.4762
2023-02-26 05:57:21
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2023-02-26 05:57:21
[2023-02-26 06:57:20,160][root][INFO] - Evaluation took 0.31 minutes
2023-02-26 05:57:21
[2023-02-26 06:57:20,161][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.5232022854070815, 'test_batch_acc_epoch': 90.47619049145537, 'test_batch_f1_epoch': 0.6806600478219614, 'test_batch_acc_balanced_epoch': 0.7236740482468882}
2023-02-26 05:57:21
[2023-02-26 06:57:20,162][root][INFO] - Saving checkpoint for cycle 15
2023-02-26 05:57:21
 27%|██▋       | 328/1222 [00:40<01:50,  8.06it/s]
2023-02-26 05:57:23
[2023-02-26 06:57:22,520][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/uncertainty/15ep/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json
2023-02-26 05:57:23
Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/uncertainty/15ep/nosub/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.
2023-02-26 05:57:25
[2023-02-26 06:57:23,172][root][INFO] - Experiment took 87.63 minutes