| Writing logs to ./outputs/2024-03-04-17-36-59-095657/train_log.txt. | |
| Wrote original training args to ./outputs/2024-03-04-17-36-59-095657/training_args.json. | |
| ***** Running training ***** | |
| Num examples = 50000 | |
| Num epochs = 10 | |
| Num clean epochs = 10 | |
| Instantaneous batch size per device = 16 | |
| Total train batch size (w. parallel, distributed & accumulation) = 16 | |
| Gradient accumulation steps = 1 | |
| Total optimization steps = 31250 | |
| ========================================================== | |
| Epoch 1 | |
| Running clean epoch 1/10 | |
| Train accuracy: 78.91% | |
| Eval accuracy: 87.58% | |
| Best score found. Saved model to ./outputs/2024-03-04-17-36-59-095657/best_model/ | |
| ========================================================== | |
| Epoch 2 | |
| Running clean epoch 2/10 | |
| Train accuracy: 90.36% | |
| Eval accuracy: 88.42% | |
| Best score found. Saved model to ./outputs/2024-03-04-17-36-59-095657/best_model/ | |
| ========================================================== | |
| Epoch 3 | |
| Running clean epoch 3/10 | |
| Train accuracy: 94.05% | |
| Eval accuracy: 88.36% | |
| ========================================================== | |
| Epoch 4 | |
| Running clean epoch 4/10 | |
| Train accuracy: 96.72% | |
| Eval accuracy: 87.84% | |
| ========================================================== | |
| Epoch 5 | |
| Running clean epoch 5/10 | |
| Train accuracy: 98.54% | |
| Eval accuracy: 87.60% | |
| ========================================================== | |
| Epoch 6 | |
| Running clean epoch 6/10 | |
| Train accuracy: 99.33% | |
| Eval accuracy: 86.59% | |
| ========================================================== | |
| Epoch 7 | |
| Running clean epoch 7/10 | |
| Train accuracy: 99.75% | |
| Eval accuracy: 86.52% | |
| ========================================================== | |
| Epoch 8 | |
| Running clean epoch 8/10 | |
| Train accuracy: 99.91% | |
| Eval accuracy: 86.28% | |
| ========================================================== | |
| Epoch 9 | |
| Running clean epoch 9/10 | |
| Train accuracy: 99.96% | |
| Eval accuracy: 86.42% | |
| ========================================================== | |
| Epoch 10 | |
| Running clean epoch 10/10 | |
| Train accuracy: 99.96% | |
| Eval accuracy: 86.06% | |
| Wrote README to ./outputs/2024-03-04-17-36-59-095657/README.md. | |