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Group: albert_badge_fnc1

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2023-01-30 03:20:01

> Evaluation.

2023-01-30 03:20:01

[2023-01-30 04:20:00,330][root][INFO] - Evaluation with 4998 sample

2023-01-30 03:20:01

Testing: [ 0/63] eta: 0:00:40 loss: 0.2554 (0.2554) batch_acc: 92.5000 (92.5000) batch_f1: 0.8302 (0.8302) batch_acc_balanced: 0.8256 (0.8256) time: 0.6355 data: 0.0231 max mem: 14163

2023-01-30 03:20:17

Testing: [25/63] eta: 0:00:24 loss: 0.2180 (0.2091) batch_acc: 92.5000 (93.2692) batch_f1: 0.6366 (0.6768) batch_acc_balanced: 0.6474 (0.6852) time: 0.6343 data: 0.0229 max mem: 14163

2023-01-30 03:20:33

Testing: [50/63] eta: 0:00:08 loss: 0.1777 (0.1960) batch_acc: 95.0000 (93.6520) batch_f1: 0.6685 (0.6905) batch_acc_balanced: 0.6667 (0.7010) time: 0.6336 data: 0.0224 max mem: 14163

2023-01-30 03:20:41

Testing: Total time: 0:00:39

2023-01-30 03:20:41

Epoch [4]: Test Loss: 0.1903, Test Accuracy: 93.8976

2023-01-30 03:20:41

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2023-01-30 03:20:41

[2023-01-30 04:20:39,950][root][INFO] - Evaluation took 0.66 minutes

2023-01-30 03:20:41

[2023-01-30 04:20:39,951][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.1903392586797949, 'test_batch_acc_epoch': 93.8975590022386, 'test_batch_f1_epoch': 0.7000377217685496, 'test_batch_acc_balanced_epoch': 0.7106975726141194}

2023-01-30 03:20:41

[2023-01-30 04:20:39,952][root][INFO] - Saving checkpoint for cycle 15

2023-01-30 03:20:41

[2023-01-30 04:20:40,863][root][INFO] - Saving results to /mnt/stud/home/mwirth/glae-results/fnc1/albert/badge/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json

2023-01-30 03:20:41

Saving results to /mnt/stud/home/mwirth/glae-results/fnc1/albert/badge/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.

2023-01-30 03:20:43

[2023-01-30 04:20:41,203][root][INFO] - Experiment took 59.30 minutes