|
{ |
|
"best_metric": 0.9306122448979591, |
|
"best_model_checkpoint": "rubert-tiny2-finetuned-classification\\run-21\\checkpoint-2200", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 2200, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.91, |
|
"learning_rate": 4.073808226669123e-05, |
|
"loss": 1.2386, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8530612244897959, |
|
"eval_loss": 0.5178775787353516, |
|
"eval_runtime": 1.124, |
|
"eval_samples_per_second": 217.971, |
|
"eval_steps_per_second": 14.235, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 2.875629336472322e-05, |
|
"loss": 0.463, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9224489795918367, |
|
"eval_loss": 0.3506206274032593, |
|
"eval_runtime": 1.407, |
|
"eval_samples_per_second": 174.129, |
|
"eval_steps_per_second": 11.372, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 1.677450446275521e-05, |
|
"loss": 0.3174, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.926530612244898, |
|
"eval_loss": 0.31416016817092896, |
|
"eval_runtime": 1.329, |
|
"eval_samples_per_second": 184.349, |
|
"eval_steps_per_second": 12.039, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 3.64, |
|
"learning_rate": 4.792715560787204e-06, |
|
"loss": 0.2493, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9306122448979591, |
|
"eval_loss": 0.3127343952655792, |
|
"eval_runtime": 1.274, |
|
"eval_samples_per_second": 192.307, |
|
"eval_steps_per_second": 12.559, |
|
"step": 2200 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 2200, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 500, |
|
"total_flos": 3827667253200.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 5.271987116865924e-05, |
|
"num_train_epochs": 4, |
|
"per_device_train_batch_size": 4, |
|
"seed": 33 |
|
} |
|
} |
|
|