|
{ |
|
"best_metric": 0.8337155963302753, |
|
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-2108", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 2108, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 14.515488624572754, |
|
"learning_rate": 0.00014545600250112875, |
|
"loss": 1.8614, |
|
"step": 527 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8176605504587156, |
|
"eval_loss": 1.578995704650879, |
|
"eval_runtime": 2.8296, |
|
"eval_samples_per_second": 308.168, |
|
"eval_steps_per_second": 2.474, |
|
"step": 527 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 19.460262298583984, |
|
"learning_rate": 0.00012121333541760731, |
|
"loss": 0.862, |
|
"step": 1054 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8302752293577982, |
|
"eval_loss": 1.6238842010498047, |
|
"eval_runtime": 2.8061, |
|
"eval_samples_per_second": 310.75, |
|
"eval_steps_per_second": 2.495, |
|
"step": 1054 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": NaN, |
|
"learning_rate": 9.701666959989899e-05, |
|
"loss": 0.6401, |
|
"step": 1581 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8325688073394495, |
|
"eval_loss": 1.6516802310943604, |
|
"eval_runtime": 2.8353, |
|
"eval_samples_per_second": 307.546, |
|
"eval_steps_per_second": 2.469, |
|
"step": 1581 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 11.252717018127441, |
|
"learning_rate": 7.277400251637752e-05, |
|
"loss": 0.5157, |
|
"step": 2108 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8337155963302753, |
|
"eval_loss": 1.666493535041809, |
|
"eval_runtime": 2.8206, |
|
"eval_samples_per_second": 309.151, |
|
"eval_steps_per_second": 2.482, |
|
"step": 2108 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 3689, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 7, |
|
"save_steps": 500, |
|
"total_flos": 32337743850420.0, |
|
"train_batch_size": 128, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.24080905069528658, |
|
"learning_rate": 0.00016969866958465023, |
|
"num_train_epochs": 7, |
|
"temperature": 25 |
|
} |
|
} |
|
|