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2023-02-04 05:50:46
> Evaluation.
2023-02-04 05:50:46
[2023-02-04 06:50:46,736][root][INFO] - Evaluation with 4998 sample
2023-02-04 05:50:48
Testing: [ 0/63] eta: 0:00:25 loss: 0.3202 (0.3202) batch_acc: 87.5000 (87.5000) batch_f1: 0.6988 (0.6988) batch_acc_balanced: 0.7048 (0.7048) time: 0.4065 data: 0.0359 max mem: 12287
2023-02-04 05:50:58
Testing: [25/63] eta: 0:00:14 loss: 0.3316 (0.3157) batch_acc: 88.7500 (88.9904) batch_f1: 0.5917 (0.6052) batch_acc_balanced: 0.5940 (0.6185) time: 0.3902 data: 0.0212 max mem: 12287
2023-02-04 05:51:06
Testing: [50/63] eta: 0:00:05 loss: 0.2607 (0.2950) batch_acc: 91.2500 (90.0735) batch_f1: 0.6001 (0.6181) batch_acc_balanced: 0.6094 (0.6293) time: 0.3904 data: 0.0211 max mem: 12287
2023-02-04 05:51:12
Testing: Total time: 0:00:24
2023-02-04 05:51:12
Epoch [4]: Test Loss: 0.2917,         Test Accuracy: 90.2561
2023-02-04 05:51:12
--------------------------------------------------------------------------------
2023-02-04 05:51:12
[2023-02-04 06:51:11,160][root][INFO] - Evaluation took 0.41 minutes
2023-02-04 05:51:12
[2023-02-04 06:51:11,161][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.2917224076532182, 'test_batch_acc_epoch': 90.25610241960554, 'test_batch_f1_epoch': 0.6277305340775684, 'test_batch_acc_balanced_epoch': 0.6395408406366581}
2023-02-04 05:51:12
[2023-02-04 06:51:11,162][root][INFO] - Saving checkpoint for cycle 60
2023-02-04 05:51:14
[2023-02-04 06:51:13,449][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/coreset/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json
2023-02-04 05:51:14
Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/coreset/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json.
2023-02-04 05:51:14
[2023-02-04 06:51:14,492][root][INFO] - Experiment took 151.40 minutes