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2023-01-19 05:16:01
> Evaluation.
2023-01-19 05:16:01
[2023-01-19 06:15:59,725][root][INFO] - Evaluation with 4998 sample
2023-01-19 05:16:01
Testing: [ 0/63] eta: 0:00:35 loss: 0.8185 (0.8185) batch_acc: 70.0000 (70.0000) batch_f1: 0.2745 (0.2745) batch_acc_balanced: 0.3333 (0.3333) time: 0.5605 data: 0.0289 max mem: 15573
2023-01-19 05:16:15
Testing: [25/63] eta: 0:00:21 loss: 0.8034 (0.7846) batch_acc: 72.5000 (73.6538) batch_f1: 0.2122 (0.2312) batch_acc_balanced: 0.2500 (0.2724) time: 0.5590 data: 0.0284 max mem: 15573
2023-01-19 05:16:29
Testing: [50/63] eta: 0:00:07 loss: 0.7424 (0.7733) batch_acc: 73.7500 (73.8480) batch_f1: 0.2122 (0.2333) batch_acc_balanced: 0.2500 (0.2745) time: 0.5587 data: 0.0281 max mem: 15573
2023-01-19 05:16:35
Testing: Total time: 0:00:34
2023-01-19 05:16:35
Epoch [4]: Test Loss: 0.7699,         Test Accuracy: 74.0096
2023-01-19 05:16:35
--------------------------------------------------------------------------------
2023-01-19 05:16:35
[2023-01-19 06:16:34,657][root][INFO] - Evaluation took 0.58 minutes
2023-01-19 05:16:35
[2023-01-19 06:16:34,657][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.7698711393371461, 'test_batch_acc_epoch': 74.00960383237768, 'test_batch_f1_epoch': 0.2342548084833932, 'test_batch_acc_balanced_epoch': 0.275343470721622}
2023-01-19 05:16:35
[2023-01-19 06:16:34,658][root][INFO] - Saving checkpoint for cycle 15
2023-01-19 05:16:39
[2023-01-19 06:16:38,790][root][INFO] - Saving results to /mnt/work/lrauch/glae-results/fnc1/roberta/random/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json
2023-01-19 05:16:39
Saving results to /mnt/work/lrauch/glae-results/fnc1/roberta/random/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.
2023-01-19 05:16:39
[2023-01-19 06:16:39,258][root][INFO] - Experiment took 38.30 minutes