|
{ |
|
"best_metric": 0.6790606653620352, |
|
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-288", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 288, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.4804088771343231, |
|
"learning_rate": 2.9818131608660274e-05, |
|
"loss": 0.4786, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.4664871394634247, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 28.9797, |
|
"eval_samples_per_second": 35.266, |
|
"eval_steps_per_second": 1.104, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.77193021774292, |
|
"learning_rate": 1.9878754405773516e-05, |
|
"loss": 0.4481, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5958904109589042, |
|
"eval_f1": 0.37707390648567113, |
|
"eval_loss": 0.4186549484729767, |
|
"eval_precision": 0.8223684210526315, |
|
"eval_recall": 0.2446183953033268, |
|
"eval_runtime": 28.789, |
|
"eval_samples_per_second": 35.5, |
|
"eval_steps_per_second": 1.112, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 1.5943424701690674, |
|
"learning_rate": 9.939377202886758e-06, |
|
"loss": 0.4139, |
|
"step": 288 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6790606653620352, |
|
"eval_f1": 0.6019417475728155, |
|
"eval_loss": 0.39717963337898254, |
|
"eval_precision": 0.792332268370607, |
|
"eval_recall": 0.48532289628180036, |
|
"eval_runtime": 29.1776, |
|
"eval_samples_per_second": 35.027, |
|
"eval_steps_per_second": 1.097, |
|
"step": 288 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 384, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 500, |
|
"total_flos": 707085591840.0, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.6186723691968887, |
|
"learning_rate": 3.975750881154703e-05, |
|
"num_train_epochs": 4, |
|
"temperature": 6 |
|
} |
|
} |
|
|