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Group: roberta_random_fnc1_2560

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2023-02-07 10:56:53

> Evaluation.

2023-02-07 10:56:53

[2023-02-07 11:56:52,252][root][INFO] - Evaluation with 4998 sample

2023-02-07 10:56:53

Testing: [ 0/63] eta: 0:00:35 loss: 0.6573 (0.6573) batch_acc: 77.5000 (77.5000) batch_f1: 0.4913 (0.4913) batch_acc_balanced: 0.5193 (0.5193) time: 0.5657 data: 0.0232 max mem: 15573

2023-02-07 10:57:07

Testing: [25/63] eta: 0:00:21 loss: 0.5926 (0.5666) batch_acc: 82.5000 (82.8846) batch_f1: 0.4094 (0.4359) batch_acc_balanced: 0.4375 (0.4652) time: 0.5626 data: 0.0223 max mem: 15573

2023-02-07 10:57:21

Testing: [50/63] eta: 0:00:07 loss: 0.5160 (0.5402) batch_acc: 85.0000 (83.9951) batch_f1: 0.4213 (0.4462) batch_acc_balanced: 0.4460 (0.4734) time: 0.5626 data: 0.0223 max mem: 15573

2023-02-07 10:57:29

Testing: Total time: 0:00:35

2023-02-07 10:57:29

Epoch [4]: Test Loss: 0.5430, Test Accuracy: 83.7935

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2023-02-07 10:57:29

[2023-02-07 11:57:27,424][root][INFO] - Evaluation took 0.59 minutes

2023-02-07 10:57:29

[2023-02-07 11:57:27,424][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.5430312355359396, 'test_batch_acc_epoch': 83.79351738253895, 'test_batch_f1_epoch': 0.4452289153300855, 'test_batch_acc_balanced_epoch': 0.47176792604942924}

2023-02-07 10:57:29

[2023-02-07 11:57:27,425][root][INFO] - Saving checkpoint for cycle 60

2023-02-07 10:57:33

[2023-02-07 11:57:32,658][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/roberta/random/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json

2023-02-07 10:57:33

Saving results to /mnt/work/glae/glae-results/fnc1/roberta/random/N_INIT100__ACQ_SIZE25__N_ACQ60/seed5/results.json.

2023-02-07 10:57:35

[2023-02-07 11:57:33,749][root][INFO] - Experiment took 143.63 minutes