| Writing logs to ./outputs/2024-02-28-10-23-08-068616/train_log.txt. | |
| Wrote original training args to ./outputs/2024-02-28-10-23-08-068616/training_args.json. | |
| ***** Running training ***** | |
| Num examples = 9600 | |
| Num epochs = 5 | |
| Num clean epochs = 5 | |
| Instantaneous batch size per device = 8 | |
| Total train batch size (w. parallel, distributed & accumulation) = 8 | |
| Gradient accumulation steps = 1 | |
| Total optimization steps = 6000 | |
| ========================================================== | |
| Epoch 1 | |
| Running clean epoch 1/5 | |
| Train accuracy: 88.40% | |
| Eval accuracy: 91.67% | |
| Best score found. Saved model to ./outputs/2024-02-28-10-23-08-068616/best_model/ | |
| ========================================================== | |
| Epoch 2 | |
| Running clean epoch 2/5 | |
| Train accuracy: 94.80% | |
| Eval accuracy: 93.67% | |
| Best score found. Saved model to ./outputs/2024-02-28-10-23-08-068616/best_model/ | |
| ========================================================== | |
| Epoch 3 | |
| Running clean epoch 3/5 | |
| Train accuracy: 97.62% | |
| Eval accuracy: 94.67% | |
| Best score found. Saved model to ./outputs/2024-02-28-10-23-08-068616/best_model/ | |
| ========================================================== | |
| Epoch 4 | |
| Running clean epoch 4/5 | |
| Train accuracy: 98.95% | |
| Eval accuracy: 94.33% | |
| ========================================================== | |
| Epoch 5 | |
| Running clean epoch 5/5 | |
| Train accuracy: 99.34% | |
| Eval accuracy: 94.58% | |
| Wrote README to ./outputs/2024-02-28-10-23-08-068616/README.md. | |