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2023-01-19 01:08:55
> Evaluation.
2023-01-19 01:08:55
[2023-01-19 02:08:54,034][root][INFO] - Evaluation with 4998 sample
2023-01-19 01:08:55
Testing: [ 0/63] eta: 0:00:35 loss: 0.4001 (0.4001) batch_acc: 86.2500 (86.2500) batch_f1: 0.7279 (0.7279) batch_acc_balanced: 0.7542 (0.7542) time: 0.5638 data: 0.0330 max mem: 15195
2023-01-19 01:09:09
Testing: [25/63] eta: 0:00:21 loss: 0.3882 (0.3717) batch_acc: 86.2500 (87.9808) batch_f1: 0.5512 (0.5864) batch_acc_balanced: 0.5687 (0.6014) time: 0.5597 data: 0.0298 max mem: 15195
2023-01-19 01:09:23
Testing: [50/63] eta: 0:00:07 loss: 0.3494 (0.3507) batch_acc: 90.0000 (88.6765) batch_f1: 0.5370 (0.5877) batch_acc_balanced: 0.5758 (0.6043) time: 0.5595 data: 0.0296 max mem: 15195
2023-01-19 01:09:31
Testing: Total time: 0:00:34
2023-01-19 01:09:31
Epoch [4]: Test Loss: 0.3486,         Test Accuracy: 88.9356
2023-01-19 01:09:31
--------------------------------------------------------------------------------
2023-01-19 01:09:31
[2023-01-19 02:09:29,024][root][INFO] - Evaluation took 0.58 minutes
2023-01-19 01:09:31
[2023-01-19 02:09:29,026][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.34862862054317717, 'test_batch_acc_epoch': 88.93557420526804, 'test_batch_f1_epoch': 0.5995955026034062, 'test_batch_acc_balanced_epoch': 0.6162560764248906}
2023-01-19 01:09:31
[2023-01-19 02:09:29,027][root][INFO] - Saving checkpoint for cycle 15
2023-01-19 01:09:35
[2023-01-19 02:09:33,165][root][INFO] - Saving results to /mnt/work/lrauch/glae-results/fnc1/bert/random/N_INIT100__ACQ_SIZE100__N_ACQ15/seed4/results.json
2023-01-19 01:09:35
Saving results to /mnt/work/lrauch/glae-results/fnc1/bert/random/N_INIT100__ACQ_SIZE100__N_ACQ15/seed4/results.json.
2023-01-19 01:09:35
[2023-01-19 02:09:33,509][root][INFO] - Experiment took 38.14 minutes