|
{ |
|
"best_metric": 0.8246247915508615, |
|
"best_model_checkpoint": "tinybert-TG-HS-HX-parentpretrained\\run-3\\checkpoint-985", |
|
"epoch": 5.0, |
|
"eval_steps": 500, |
|
"global_step": 985, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 4.53412212955664e-05, |
|
"loss": 0.2002, |
|
"step": 197 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.796692607003891, |
|
"eval_loss": 0.19448761641979218, |
|
"eval_runtime": 125.5379, |
|
"eval_samples_per_second": 57.321, |
|
"eval_steps_per_second": 0.454, |
|
"step": 197 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 3.778435107963867e-05, |
|
"loss": 0.1946, |
|
"step": 394 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8086436909394108, |
|
"eval_loss": 0.19145084917545319, |
|
"eval_runtime": 125.3349, |
|
"eval_samples_per_second": 57.414, |
|
"eval_steps_per_second": 0.455, |
|
"step": 394 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.0227480863710935e-05, |
|
"loss": 0.1912, |
|
"step": 591 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8153140633685381, |
|
"eval_loss": 0.1914054900407791, |
|
"eval_runtime": 125.3098, |
|
"eval_samples_per_second": 57.426, |
|
"eval_steps_per_second": 0.455, |
|
"step": 591 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 2.26706106477832e-05, |
|
"loss": 0.189, |
|
"step": 788 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8187882156753752, |
|
"eval_loss": 0.1904531717300415, |
|
"eval_runtime": 125.5411, |
|
"eval_samples_per_second": 57.32, |
|
"eval_steps_per_second": 0.454, |
|
"step": 788 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 1.5113740431855467e-05, |
|
"loss": 0.1871, |
|
"step": 985 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8246247915508615, |
|
"eval_loss": 0.19075776636600494, |
|
"eval_runtime": 125.5068, |
|
"eval_samples_per_second": 57.336, |
|
"eval_steps_per_second": 0.454, |
|
"step": 985 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 1379, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 7, |
|
"save_steps": 500, |
|
"total_flos": 221342066021952.0, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.3140746400350408, |
|
"learning_rate": 5.2898091511494136e-05, |
|
"num_train_epochs": 7, |
|
"temperature": 24 |
|
} |
|
} |
|
|