|
{ |
|
"best_metric": 0.38853046110587136, |
|
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-1605", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 2140, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.93, |
|
"grad_norm": 5.214674472808838, |
|
"learning_rate": 1.8520669838507643e-06, |
|
"loss": 0.6015, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 0.5738183259963989, |
|
"eval_matthews_correlation": 0.0, |
|
"eval_runtime": 0.3412, |
|
"eval_samples_per_second": 3056.962, |
|
"eval_steps_per_second": 193.441, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"grad_norm": 4.423364162445068, |
|
"learning_rate": 1.28741241560358e-06, |
|
"loss": 0.5393, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 0.5461441874504089, |
|
"eval_matthews_correlation": 0.3010425673469933, |
|
"eval_runtime": 0.3638, |
|
"eval_samples_per_second": 2866.982, |
|
"eval_steps_per_second": 181.42, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"grad_norm": 4.518457412719727, |
|
"learning_rate": 7.227578473563959e-07, |
|
"loss": 0.4865, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 0.5234982967376709, |
|
"eval_matthews_correlation": 0.38853046110587136, |
|
"eval_runtime": 0.3431, |
|
"eval_samples_per_second": 3039.887, |
|
"eval_steps_per_second": 192.361, |
|
"step": 1605 |
|
}, |
|
{ |
|
"epoch": 3.74, |
|
"grad_norm": 9.029548645019531, |
|
"learning_rate": 1.581032791092116e-07, |
|
"loss": 0.4682, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 0.5316268801689148, |
|
"eval_matthews_correlation": 0.38828919728832473, |
|
"eval_runtime": 0.3855, |
|
"eval_samples_per_second": 2705.706, |
|
"eval_steps_per_second": 171.214, |
|
"step": 2140 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 2140, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 500, |
|
"total_flos": 171868946719908.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 2.4167215520979487e-06, |
|
"num_train_epochs": 4, |
|
"per_device_train_batch_size": 16, |
|
"seed": 33 |
|
} |
|
} |
|
|