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2023-02-21 02:52:29
  0%|          | 0/40 [00:00<?, ?it/s]1.23s/it]
2023-02-21 02:52:31
Testing: [25/63] eta: 0:00:14 loss: 0.6733 (0.6827) batch_acc: 86.2500 (86.4423) batch_f1: 0.5977 (0.6333) batch_acc_balanced: 0.6589 (0.6863) time: 0.3861 data: 0.0247 max mem: 12288
2023-02-21 02:52:33
  0%|          | 0/40 [00:00<?, ?it/s]1.23s/it]
2023-02-21 02:52:37
  0%|          | 0/40 [00:00<?, ?it/s]1.23s/it]
2023-02-21 02:52:41
  0%|          | 0/40 [00:00<?, ?it/s]1.23s/it]
2023-02-21 02:52:41
Testing: [50/63] eta: 0:00:05 loss: 0.5876 (0.6424) batch_acc: 87.5000 (87.1814) batch_f1: 0.6533 (0.6498) batch_acc_balanced: 0.7750 (0.7088) time: 0.3847 data: 0.0241 max mem: 12288
2023-02-21 02:52:45
Testing: Total time: 0:00:24
2023-02-21 02:52:45
Epoch [14]: Test Loss: 0.6380,         Test Accuracy: 87.2349
2023-02-21 02:52:45
--------------------------------------------------------------------------------
2023-02-21 02:52:45
[2023-02-21 03:52:44,280][root][INFO] - Evaluation took 0.40 minutes
2023-02-21 02:52:45
[2023-02-21 03:52:44,280][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.6380094220004384, 'test_batch_acc_epoch': 87.23489395147708, 'test_batch_f1_epoch': 0.6486831053631381, 'test_batch_acc_balanced_epoch': 0.708735277630311}
2023-02-21 02:52:45
[2023-02-21 03:52:44,281][root][INFO] - Saving checkpoint for cycle 15
2023-02-21 02:52:49
[2023-02-21 03:52:46,920][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/coreset/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json
2023-02-21 02:52:49
Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/coreset/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.
2023-02-21 02:52:49
[2023-02-21 03:52:47,427][root][INFO] - Experiment took 77.53 minutes