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2023-02-20 13:23:13
> Evaluation.
2023-02-20 13:23:13
[2023-02-20 14:23:13,269][root][INFO] - Evaluation with 4998 sample
2023-02-20 13:23:15
Testing: [ 0/63] eta: 0:00:45 loss: 0.4881 (0.4881) batch_acc: 88.7500 (88.7500) batch_f1: 0.7474 (0.7474) batch_acc_balanced: 0.7388 (0.7388) time: 0.7152 data: 0.0247 max mem: 15573
2023-02-20 13:23:33
Testing: [25/63] eta: 0:00:27 loss: 0.2749 (0.3056) batch_acc: 92.5000 (92.2115) batch_f1: 0.6095 (0.6514) batch_acc_balanced: 0.6292 (0.6588) time: 0.7147 data: 0.0243 max mem: 15573
2023-02-20 13:23:51
Testing: [50/63] eta: 0:00:09 loss: 0.2504 (0.2921) batch_acc: 92.5000 (92.6225) batch_f1: 0.6253 (0.6575) batch_acc_balanced: 0.6516 (0.6607) time: 0.7145 data: 0.0242 max mem: 15573
2023-02-20 13:23:59
Testing: Total time: 0:00:44
2023-02-20 13:23:59
Epoch [14]: Test Loss: 0.2848,         Test Accuracy: 92.6371
2023-02-20 13:23:59
--------------------------------------------------------------------------------
2023-02-20 13:23:59
[2023-02-20 14:23:57,941][root][INFO] - Evaluation took 0.74 minutes
2023-02-20 13:23:59
[2023-02-20 14:23:57,941][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.2847987574835618, 'test_batch_acc_epoch': 92.63705480055792, 'test_batch_f1_epoch': 0.6568010244303594, 'test_batch_acc_balanced_epoch': 0.6603132024925262}
2023-02-20 13:23:59
[2023-02-20 14:23:57,942][root][INFO] - Saving checkpoint for cycle 15
2023-02-20 13:24:03
[2023-02-20 14:24:03,434][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/roberta/random/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json
2023-02-20 13:24:03
Saving results to /mnt/work/glae/glae-results/fnc1/roberta/random/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed5/results.json.
2023-02-20 13:24:05
[2023-02-20 14:24:03,860][root][INFO] - Experiment took 118.35 minutes