|
{ |
|
"best_metric": 0.8779707495429616, |
|
"best_model_checkpoint": "berttiny-hate_speech18-bothpretrained\\run-49\\checkpoint-1437", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 1437, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 5.71543010766675e-05, |
|
"loss": 0.4804, |
|
"step": 479 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8624314442413162, |
|
"eval_loss": 0.47775161266326904, |
|
"eval_runtime": 10.8435, |
|
"eval_samples_per_second": 201.78, |
|
"eval_steps_per_second": 1.66, |
|
"step": 479 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 3.8102867384445e-05, |
|
"loss": 0.4592, |
|
"step": 958 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8761425959780622, |
|
"eval_loss": 0.46876460313796997, |
|
"eval_runtime": 10.9195, |
|
"eval_samples_per_second": 200.376, |
|
"eval_steps_per_second": 1.648, |
|
"step": 958 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 1.90514336922225e-05, |
|
"loss": 0.4471, |
|
"step": 1437 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8779707495429616, |
|
"eval_loss": 0.46814361214637756, |
|
"eval_runtime": 10.7926, |
|
"eval_samples_per_second": 202.732, |
|
"eval_steps_per_second": 1.668, |
|
"step": 1437 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 1916, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 500, |
|
"total_flos": 3716168818752.0, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 7.620573476889e-05, |
|
"num_train_epochs": 4, |
|
"per_device_train_batch_size": 16, |
|
"seed": 30 |
|
} |
|
} |
|
|