|
{ |
|
"best_metric": 0.6108968257904053, |
|
"best_model_checkpoint": "BERT-WMM/run-10/checkpoint-1066", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 2132, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.94, |
|
"grad_norm": 11.003177642822266, |
|
"learning_rate": 3.5116101047118276e-06, |
|
"loss": 0.7883, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7370892018779343, |
|
"eval_loss": 0.6418591737747192, |
|
"eval_runtime": 2.0865, |
|
"eval_samples_per_second": 1020.838, |
|
"eval_steps_per_second": 64.222, |
|
"step": 533 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"grad_norm": 22.481332778930664, |
|
"learning_rate": 2.8608298777452175e-06, |
|
"loss": 0.5687, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.7577464788732394, |
|
"eval_loss": 0.6108968257904053, |
|
"eval_runtime": 2.0305, |
|
"eval_samples_per_second": 1049.022, |
|
"eval_steps_per_second": 65.995, |
|
"step": 1066 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"grad_norm": 32.06578063964844, |
|
"learning_rate": 2.2100496507786074e-06, |
|
"loss": 0.4792, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.7553990610328638, |
|
"eval_loss": 0.6331790089607239, |
|
"eval_runtime": 2.1296, |
|
"eval_samples_per_second": 1000.171, |
|
"eval_steps_per_second": 62.922, |
|
"step": 1599 |
|
}, |
|
{ |
|
"epoch": 3.75, |
|
"grad_norm": 21.596628189086914, |
|
"learning_rate": 1.5592694238119975e-06, |
|
"loss": 0.4182, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.7530516431924883, |
|
"eval_loss": 0.6648078560829163, |
|
"eval_runtime": 2.7647, |
|
"eval_samples_per_second": 770.434, |
|
"eval_steps_per_second": 48.469, |
|
"step": 2132 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 3198, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 6, |
|
"save_steps": 500, |
|
"total_flos": 867010100753160.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 4.162390331678438e-06, |
|
"num_train_epochs": 6, |
|
"per_device_train_batch_size": 16, |
|
"weight_decay": 0.000561727996440909 |
|
} |
|
} |
|
|