|
{ |
|
"best_metric": 0.3621212121212121, |
|
"best_model_checkpoint": "tinybert-toxigen-bothpretrained\\run-2\\checkpoint-55", |
|
"epoch": 6.0, |
|
"eval_steps": 500, |
|
"global_step": 330, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.5441792724155395e-05, |
|
"loss": 0.036, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.3621212121212121, |
|
"eval_loss": 0.035133831202983856, |
|
"eval_runtime": 3.3771, |
|
"eval_samples_per_second": 586.31, |
|
"eval_steps_per_second": 4.738, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.286816060346283e-05, |
|
"loss": 0.0354, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.3621212121212121, |
|
"eval_loss": 0.0350903756916523, |
|
"eval_runtime": 3.3705, |
|
"eval_samples_per_second": 587.442, |
|
"eval_steps_per_second": 4.747, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 1.0294528482770263e-05, |
|
"loss": 0.0353, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.3621212121212121, |
|
"eval_loss": 0.03502834588289261, |
|
"eval_runtime": 3.355, |
|
"eval_samples_per_second": 590.167, |
|
"eval_steps_per_second": 4.769, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 7.720896362077698e-06, |
|
"loss": 0.0353, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.3621212121212121, |
|
"eval_loss": 0.035031162202358246, |
|
"eval_runtime": 3.3196, |
|
"eval_samples_per_second": 596.459, |
|
"eval_steps_per_second": 4.82, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 5.1472642413851315e-06, |
|
"loss": 0.0352, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.3621212121212121, |
|
"eval_loss": 0.03497819975018501, |
|
"eval_runtime": 3.3426, |
|
"eval_samples_per_second": 592.36, |
|
"eval_steps_per_second": 4.787, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 2.5736321206925658e-06, |
|
"loss": 0.0352, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.3621212121212121, |
|
"eval_loss": 0.03496537730097771, |
|
"eval_runtime": 3.3354, |
|
"eval_samples_per_second": 593.638, |
|
"eval_steps_per_second": 4.797, |
|
"step": 330 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 385, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 7, |
|
"save_steps": 500, |
|
"total_flos": 5049471335040.0, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.04724864888100444, |
|
"learning_rate": 1.801542484484796e-05, |
|
"num_train_epochs": 7, |
|
"temperature": 8 |
|
} |
|
} |
|
|