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2023-01-30 11:44:51
> Evaluation.
2023-01-30 11:44:51
[2023-01-30 12:44:50,626][root][INFO] - Evaluation with 4998 sample
2023-01-30 11:44:53
Testing: [ 0/63] eta: 0:00:39 loss: 0.5148 (0.5148) batch_acc: 87.5000 (87.5000) batch_f1: 0.7642 (0.7642) batch_acc_balanced: 0.7609 (0.7609) time: 0.6344 data: 0.0228 max mem: 13493
2023-01-30 11:45:09
Testing: [25/63] eta: 0:00:24 loss: 0.2815 (0.3217) batch_acc: 91.2500 (90.9135) batch_f1: 0.5895 (0.6275) batch_acc_balanced: 0.5942 (0.6359) time: 0.6332 data: 0.0225 max mem: 13493
2023-01-30 11:45:25
Testing: [50/63] eta: 0:00:08 loss: 0.2386 (0.2969) batch_acc: 92.5000 (91.3725) batch_f1: 0.5873 (0.6352) batch_acc_balanced: 0.6006 (0.6453) time: 0.6339 data: 0.0224 max mem: 13493
2023-01-30 11:45:31
Testing: Total time: 0:00:39
2023-01-30 11:45:31
Epoch [4]: Test Loss: 0.2900,         Test Accuracy: 91.4366
2023-01-30 11:45:31
--------------------------------------------------------------------------------
2023-01-30 11:45:31
[2023-01-30 12:45:30,221][root][INFO] - Evaluation took 0.66 minutes
2023-01-30 11:45:31
[2023-01-30 12:45:30,312][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.2900481487786959, 'test_batch_acc_epoch': 91.43657460848108, 'test_batch_f1_epoch': 0.6377239392885934, 'test_batch_acc_balanced_epoch': 0.6478212427196298}
2023-01-30 11:45:31
[2023-01-30 12:45:30,314][root][INFO] - Saving checkpoint for cycle 15
2023-01-30 11:45:33
[2023-01-30 12:45:31,003][root][INFO] - Saving results to /mnt/stud/home/mwirth/glae-results/fnc1/albert/random/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json
2023-01-30 11:45:33
Saving results to /mnt/stud/home/mwirth/glae-results/fnc1/albert/random/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.
2023-01-30 11:45:33
[2023-01-30 12:45:31,390][root][INFO] - Experiment took 38.72 minutes