|
{ |
|
"best_metric": 0.3130991458892822, |
|
"best_model_checkpoint": "/gdrive/MyDrive/Marefa/Tebyan/models/huggingface/model-xlm-roberta-large/checkpoint-13000", |
|
"epoch": 9.0, |
|
"global_step": 58500, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.8e-05, |
|
"loss": 0.4403, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.900120719929763, |
|
"eval_f1": 0.7773765268189059, |
|
"eval_loss": 0.3497047424316406, |
|
"eval_precision": 0.7735151130839146, |
|
"eval_recall": 0.7812766865926558, |
|
"eval_runtime": 26.5811, |
|
"eval_samples_per_second": 70.99, |
|
"eval_steps_per_second": 35.514, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.307, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.904587357330992, |
|
"eval_f1": 0.7846807172066689, |
|
"eval_loss": 0.3130991458892822, |
|
"eval_precision": 0.7710179270554296, |
|
"eval_recall": 0.798836464560205, |
|
"eval_runtime": 26.8623, |
|
"eval_samples_per_second": 70.247, |
|
"eval_steps_per_second": 35.142, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 1.4e-05, |
|
"loss": 0.2386, |
|
"step": 19500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9074187884108867, |
|
"eval_f1": 0.7895801055644548, |
|
"eval_loss": 0.348012775182724, |
|
"eval_precision": 0.7771517187903851, |
|
"eval_recall": 0.8024124679760888, |
|
"eval_runtime": 26.5101, |
|
"eval_samples_per_second": 71.18, |
|
"eval_steps_per_second": 35.609, |
|
"step": 19500 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.1883, |
|
"step": 26000 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9088235294117647, |
|
"eval_f1": 0.7946725265301746, |
|
"eval_loss": 0.3668019771575928, |
|
"eval_precision": 0.7980086114101184, |
|
"eval_recall": 0.791364218616567, |
|
"eval_runtime": 26.9144, |
|
"eval_samples_per_second": 70.111, |
|
"eval_steps_per_second": 35.074, |
|
"step": 26000 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 1e-05, |
|
"loss": 0.1439, |
|
"step": 32500 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9110074626865672, |
|
"eval_f1": 0.801425039215165, |
|
"eval_loss": 0.40606749057769775, |
|
"eval_precision": 0.7984319542300153, |
|
"eval_recall": 0.8044406490179334, |
|
"eval_runtime": 26.8012, |
|
"eval_samples_per_second": 70.407, |
|
"eval_steps_per_second": 35.222, |
|
"step": 32500 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.1108, |
|
"step": 39000 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.9115561896400352, |
|
"eval_f1": 0.8033741926980361, |
|
"eval_loss": 0.46604597568511963, |
|
"eval_precision": 0.7936871712068337, |
|
"eval_recall": 0.8133005977796754, |
|
"eval_runtime": 26.6526, |
|
"eval_samples_per_second": 70.8, |
|
"eval_steps_per_second": 35.419, |
|
"step": 39000 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 6e-06, |
|
"loss": 0.0825, |
|
"step": 45500 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.9102502194907814, |
|
"eval_f1": 0.8003274619061452, |
|
"eval_loss": 0.5183274149894714, |
|
"eval_precision": 0.7920652344362553, |
|
"eval_recall": 0.8087638770281811, |
|
"eval_runtime": 26.7116, |
|
"eval_samples_per_second": 70.643, |
|
"eval_steps_per_second": 35.34, |
|
"step": 45500 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.0601, |
|
"step": 52000 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.9106014047410009, |
|
"eval_f1": 0.8013862969874699, |
|
"eval_loss": 0.5683603882789612, |
|
"eval_precision": 0.800575263662512, |
|
"eval_recall": 0.802198975234842, |
|
"eval_runtime": 26.5594, |
|
"eval_samples_per_second": 71.048, |
|
"eval_steps_per_second": 35.543, |
|
"step": 52000 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.0431, |
|
"step": 58500 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.91078797190518, |
|
"eval_f1": 0.8022889236230693, |
|
"eval_loss": 0.6140836477279663, |
|
"eval_precision": 0.7964862448056388, |
|
"eval_recall": 0.8081767719897524, |
|
"eval_runtime": 26.6356, |
|
"eval_samples_per_second": 70.845, |
|
"eval_steps_per_second": 35.441, |
|
"step": 58500 |
|
} |
|
], |
|
"max_steps": 65000, |
|
"num_train_epochs": 10, |
|
"total_flos": 2.5323970171833972e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|