| [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 | |