experiments.log

[56]2021-08-07 10:03:55,527: device: cuda n_gpu: 1
[56]2021-08-07 10:06:49,449: ***** Running training *****
[56]2021-08-07 10:06:49,449:   Batch size = 32
[56]2021-08-07 10:06:49,449:   Num steps = 15015
[56]2021-08-07 11:24:12,835: [epoch 1] ,lr: 1.5e-05 ,tr_loss: 2485.2335910126567
[56]2021-08-07 11:24:34,745: ***** Running evaluation *****
[56]2021-08-07 11:28:35,164:   acc = 0.8122634708956569
[56]2021-08-07 11:28:35,164:   f1 = 0.3996542284973347
[56]2021-08-07 11:28:35,164:   precision = 0.46873943899966203
[56]2021-08-07 11:28:35,164:   recall = 0.3483174284279257
[56]2021-08-07 12:44:45,042: [epoch 2] ,lr: 3e-05 ,tr_loss: 1232.1717670541257
[56]2021-08-07 12:45:07,200: ***** Running evaluation *****
[56]2021-08-07 12:49:07,609:   acc = 0.8737159848621373
[56]2021-08-07 12:49:07,609:   f1 = 0.6822355741979367
[56]2021-08-07 12:49:07,609:   precision = 0.6218226906385617
[56]2021-08-07 12:49:07,609:   recall = 0.7556504269211451
[56]2021-08-07 14:05:15,094: [epoch 3] ,lr: 0.0 ,tr_loss: 675.0315425428562
[56]2021-08-07 14:05:37,318: ***** Running evaluation *****
[56]2021-08-07 14:09:37,825:   acc = 0.9046224544963056
[56]2021-08-07 14:09:37,825:   f1 = 0.7179965365658719
[56]2021-08-07 14:09:37,825:   precision = 0.7645390070921986
[56]2021-08-07 14:09:37,825:   recall = 0.6767955801104972
[56]2021-08-07 14:09:39,472: -----Best Result-----
[56]2021-08-07 14:09:39,472:   acc = 0.9046224544963056
[56]2021-08-07 14:09:39,472:   f1 = 0.7179965365658719
[56]2021-08-07 14:09:39,472:   precision = 0.7645390070921986
[56]2021-08-07 14:09:39,472:   recall = 0.6767955801104972
[56]2021-08-07 14:10:01,830: ***** Running evaluation *****
[56]2021-08-07 14:14:02,303:   acc = 0.9046224544963056
[56]2021-08-07 14:14:02,304:   f1 = 0.7179965365658719
[56]2021-08-07 14:14:02,304:   precision = 0.7645390070921986
[56]2021-08-07 14:14:02,304:   recall = 0.6767955801104972
[56]2021-08-07 14:14:02,304: Saved to saves/roberta-base/2_20210807-1003