|
{ |
|
"best_metric": 0.8907678244972578, |
|
"best_model_checkpoint": "distilbert-hate_speech18\\run-4\\checkpoint-480", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 960, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 5.8838345155265075e-06, |
|
"loss": 0.549, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8820840950639853, |
|
"eval_loss": 0.4940944314002991, |
|
"eval_runtime": 8.0075, |
|
"eval_samples_per_second": 273.244, |
|
"eval_steps_per_second": 17.109, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 4.903195429605423e-06, |
|
"loss": 0.4705, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8907678244972578, |
|
"eval_loss": 0.4879714548587799, |
|
"eval_runtime": 7.9604, |
|
"eval_samples_per_second": 274.862, |
|
"eval_steps_per_second": 17.21, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.922556343684338e-06, |
|
"loss": 0.4471, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8893967093235832, |
|
"eval_loss": 0.4937082529067993, |
|
"eval_runtime": 8.0067, |
|
"eval_samples_per_second": 273.273, |
|
"eval_steps_per_second": 17.111, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 2.9419172577632537e-06, |
|
"loss": 0.4297, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8903107861060329, |
|
"eval_loss": 0.4932664930820465, |
|
"eval_runtime": 8.0508, |
|
"eval_samples_per_second": 271.775, |
|
"eval_steps_per_second": 17.017, |
|
"step": 960 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 1680, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 7, |
|
"save_steps": 500, |
|
"total_flos": 651630374965248.0, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.7641900951856909, |
|
"learning_rate": 6.864473601447592e-06, |
|
"num_train_epochs": 7, |
|
"per_device_eval_batch_size": 16, |
|
"per_device_train_batch_size": 32, |
|
"temperature": 23 |
|
} |
|
} |
|
|