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2023-01-30 08:03:16
> Evaluation.
2023-01-30 08:03:16
[2023-01-30 09:03:16,269][root][INFO] - Evaluation with 4998 sample
2023-01-30 08:03:18
Testing: [ 0/63] eta: 0:00:39 loss: 0.7914 (0.7914) batch_acc: 70.0000 (70.0000) batch_f1: 0.2745 (0.2745) batch_acc_balanced: 0.3333 (0.3333) time: 0.6341 data: 0.0225 max mem: 14163
2023-01-30 08:03:34
Testing: [25/63] eta: 0:00:24 loss: 0.7975 (0.7858) batch_acc: 72.5000 (73.6538) batch_f1: 0.2122 (0.2312) batch_acc_balanced: 0.2500 (0.2724) time: 0.6358 data: 0.0240 max mem: 14163
2023-01-30 08:03:48
Testing: [50/63] eta: 0:00:08 loss: 0.7451 (0.7747) batch_acc: 73.7500 (73.8480) batch_f1: 0.2122 (0.2333) batch_acc_balanced: 0.2500 (0.2745) time: 0.6358 data: 0.0241 max mem: 14163
2023-01-30 08:03:56
Testing: Total time: 0:00:39
2023-01-30 08:03:56
Epoch [4]: Test Loss: 0.7714,         Test Accuracy: 74.0096
2023-01-30 08:03:56
--------------------------------------------------------------------------------
2023-01-30 08:03:56
[2023-01-30 09:03:56,009][root][INFO] - Evaluation took 0.66 minutes
2023-01-30 08:03:56
[2023-01-30 09:03:56,010][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.7714098152660188, 'test_batch_acc_epoch': 74.00960383237768, 'test_batch_f1_epoch': 0.2342548084833932, 'test_batch_acc_balanced_epoch': 0.275343470721622}
2023-01-30 08:03:56
[2023-01-30 09:03:56,011][root][INFO] - Saving checkpoint for cycle 15
2023-01-30 08:03:56
[2023-01-30 09:03:56,574][root][INFO] - Saving results to /mnt/stud/home/mwirth/glae-results/fnc1/albert/coreset/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json
2023-01-30 08:03:56
Saving results to /mnt/stud/home/mwirth/glae-results/fnc1/albert/coreset/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.
2023-01-30 08:03:58
[2023-01-30 09:03:56,908][root][INFO] - Experiment took 62.84 minutes