|
{ |
|
"best_metric": 1.0, |
|
"best_model_checkpoint": "./tr_results/checkpoint-450", |
|
"epoch": 7.0, |
|
"eval_steps": 500, |
|
"global_step": 1050, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.995, |
|
"eval_classification_report": { |
|
"accuracy": 0.995, |
|
"macro avg": { |
|
"f1-score": 0.9949998749968749, |
|
"precision": 0.995049504950495, |
|
"recall": 0.995, |
|
"support": 800.0 |
|
}, |
|
"neural": { |
|
"f1-score": 0.9949748743718593, |
|
"precision": 1.0, |
|
"recall": 0.99, |
|
"support": 400.0 |
|
}, |
|
"real": { |
|
"f1-score": 0.9950248756218906, |
|
"precision": 0.9900990099009901, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"weighted avg": { |
|
"f1-score": 0.9949998749968749, |
|
"precision": 0.9950495049504952, |
|
"recall": 0.995, |
|
"support": 800.0 |
|
} |
|
}, |
|
"eval_loss": 0.02387526072561741, |
|
"eval_runtime": 36.5604, |
|
"eval_samples_per_second": 21.882, |
|
"eval_steps_per_second": 1.368, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.99875, |
|
"eval_classification_report": { |
|
"accuracy": 0.99875, |
|
"macro avg": { |
|
"f1-score": 0.9987499980468719, |
|
"precision": 0.9987531172069826, |
|
"recall": 0.99875, |
|
"support": 800.0 |
|
}, |
|
"neural": { |
|
"f1-score": 0.9987484355444306, |
|
"precision": 1.0, |
|
"recall": 0.9975, |
|
"support": 400.0 |
|
}, |
|
"real": { |
|
"f1-score": 0.9987515605493134, |
|
"precision": 0.9975062344139651, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"weighted avg": { |
|
"f1-score": 0.998749998046872, |
|
"precision": 0.9987531172069825, |
|
"recall": 0.99875, |
|
"support": 800.0 |
|
} |
|
}, |
|
"eval_loss": 0.006925567984580994, |
|
"eval_runtime": 26.7301, |
|
"eval_samples_per_second": 29.929, |
|
"eval_steps_per_second": 1.871, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 1.0, |
|
"eval_classification_report": { |
|
"accuracy": 1.0, |
|
"macro avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
}, |
|
"neural": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"real": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"weighted avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
} |
|
}, |
|
"eval_loss": 3.8509064324898645e-05, |
|
"eval_runtime": 39.0416, |
|
"eval_samples_per_second": 20.491, |
|
"eval_steps_per_second": 1.281, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 5e-05, |
|
"loss": 0.1297, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 1.0, |
|
"eval_classification_report": { |
|
"accuracy": 1.0, |
|
"macro avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
}, |
|
"neural": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"real": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"weighted avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
} |
|
}, |
|
"eval_loss": 1.923065610753838e-05, |
|
"eval_runtime": 37.6124, |
|
"eval_samples_per_second": 21.27, |
|
"eval_steps_per_second": 1.329, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 1.0, |
|
"eval_classification_report": { |
|
"accuracy": 1.0, |
|
"macro avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
}, |
|
"neural": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"real": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"weighted avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
} |
|
}, |
|
"eval_loss": 1.2674846402660478e-05, |
|
"eval_runtime": 30.4314, |
|
"eval_samples_per_second": 26.289, |
|
"eval_steps_per_second": 1.643, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 1.0, |
|
"eval_classification_report": { |
|
"accuracy": 1.0, |
|
"macro avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
}, |
|
"neural": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"real": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"weighted avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
} |
|
}, |
|
"eval_loss": 9.207534276356455e-06, |
|
"eval_runtime": 43.1369, |
|
"eval_samples_per_second": 18.546, |
|
"eval_steps_per_second": 1.159, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 6.67, |
|
"learning_rate": 4.827586206896552e-05, |
|
"loss": 0.0, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 1.0, |
|
"eval_classification_report": { |
|
"accuracy": 1.0, |
|
"macro avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
}, |
|
"neural": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"real": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 400.0 |
|
}, |
|
"weighted avg": { |
|
"f1-score": 1.0, |
|
"precision": 1.0, |
|
"recall": 1.0, |
|
"support": 800.0 |
|
} |
|
}, |
|
"eval_loss": 7.102613380993716e-06, |
|
"eval_runtime": 41.8258, |
|
"eval_samples_per_second": 19.127, |
|
"eval_steps_per_second": 1.195, |
|
"step": 1050 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 15000, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"total_flos": 4420265730048000.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|