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Group: distilbert_badge_fnc1_15ep

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2023-02-21 01:13:08

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2023-02-21 01:13:17

Testing: [25/63] eta: 0:00:14 loss: 0.5327 (0.5323) batch_acc: 91.2500 (91.2019) batch_f1: 0.6427 (0.6961) batch_acc_balanced: 0.6373 (0.7166) time: 0.3923 data: 0.0252 max mem: 12288

2023-02-21 01:13:18

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2023-02-21 01:13:22

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2023-02-21 01:13:27

Testing: [50/63] eta: 0:00:05 loss: 0.3355 (0.4673) batch_acc: 93.7500 (92.2549) batch_f1: 0.7463 (0.7202) batch_acc_balanced: 0.8050 (0.7526) time: 0.3945 data: 0.0256 max mem: 12288

2023-02-21 01:13:28

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2023-02-21 01:13:31

Testing: Total time: 0:00:24

2023-02-21 01:13:31

Epoch [14]: Test Loss: 0.4707, Test Accuracy: 92.1969

2023-02-21 01:13:31

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2023-02-21 01:13:31

[2023-02-21 02:13:30,928][root][INFO] - Evaluation took 0.41 minutes

2023-02-21 01:13:31

[2023-02-21 02:13:30,928][root][INFO] - Evaluation stats: {'test_loss_epoch': 0.47072465114650275, 'test_batch_acc_epoch': 92.19687873012975, 'test_batch_f1_epoch': 0.7091669357728257, 'test_batch_acc_balanced_epoch': 0.7461205289878139}

2023-02-21 01:13:31

[2023-02-21 02:13:30,929][root][INFO] - Saving checkpoint for cycle 15

2023-02-21 01:13:32

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2023-02-21 01:13:35

[2023-02-21 02:13:34,117][root][INFO] - Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/badge/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed2/results.json

2023-02-21 01:13:35

Saving results to /mnt/work/glae/glae-results/fnc1/distilbert/badge/15_ep/N_INIT100__ACQ_SIZE100__N_ACQ15/seed2/results.json.

2023-02-21 01:13:35

[2023-02-21 02:13:34,711][root][INFO] - Experiment took 76.55 minutes