|
{ |
|
"best_metric": 0.5939152240753174, |
|
"best_model_checkpoint": "add_BERT_no_pretrain_qqp/checkpoint-11372", |
|
"epoch": 9.0, |
|
"global_step": 25587, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 3.9200000000000004e-05, |
|
"loss": 0.657, |
|
"step": 2843 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6490477368290873, |
|
"eval_combined_score": 0.4049047757310398, |
|
"eval_f1": 0.16076181463299224, |
|
"eval_loss": 0.6437851786613464, |
|
"eval_runtime": 75.6371, |
|
"eval_samples_per_second": 534.526, |
|
"eval_steps_per_second": 4.178, |
|
"step": 2843 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 3.8400000000000005e-05, |
|
"loss": 0.6273, |
|
"step": 5686 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6442987880286916, |
|
"eval_combined_score": 0.4180752158744188, |
|
"eval_f1": 0.1918516437201461, |
|
"eval_loss": 0.6302036643028259, |
|
"eval_runtime": 75.8685, |
|
"eval_samples_per_second": 532.896, |
|
"eval_steps_per_second": 4.165, |
|
"step": 5686 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.76e-05, |
|
"loss": 0.6273, |
|
"step": 8529 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6526589166460549, |
|
"eval_combined_score": 0.5064287794766108, |
|
"eval_f1": 0.36019864230716664, |
|
"eval_loss": 0.6264548897743225, |
|
"eval_runtime": 75.7943, |
|
"eval_samples_per_second": 533.417, |
|
"eval_steps_per_second": 4.169, |
|
"step": 8529 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 3.680000000000001e-05, |
|
"loss": 0.6093, |
|
"step": 11372 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6823893148651992, |
|
"eval_combined_score": 0.5764208523272344, |
|
"eval_f1": 0.4704523897892697, |
|
"eval_loss": 0.5939152240753174, |
|
"eval_runtime": 75.7663, |
|
"eval_samples_per_second": 533.615, |
|
"eval_steps_per_second": 4.171, |
|
"step": 11372 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 3.6e-05, |
|
"loss": 0.5932, |
|
"step": 14215 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.680187979223349, |
|
"eval_combined_score": 0.5486151798731713, |
|
"eval_f1": 0.41704238052299364, |
|
"eval_loss": 0.5961658358573914, |
|
"eval_runtime": 75.7813, |
|
"eval_samples_per_second": 533.509, |
|
"eval_steps_per_second": 4.17, |
|
"step": 14215 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 3.52e-05, |
|
"loss": 0.599, |
|
"step": 17058 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.675735839722978, |
|
"eval_combined_score": 0.5776042813321474, |
|
"eval_f1": 0.4794727229413166, |
|
"eval_loss": 0.5981380343437195, |
|
"eval_runtime": 75.8673, |
|
"eval_samples_per_second": 532.904, |
|
"eval_steps_per_second": 4.165, |
|
"step": 17058 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 3.44e-05, |
|
"loss": 0.6063, |
|
"step": 19901 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6510685086250305, |
|
"eval_runtime": 75.7196, |
|
"eval_samples_per_second": 533.944, |
|
"eval_steps_per_second": 4.173, |
|
"step": 19901 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 3.3600000000000004e-05, |
|
"loss": 0.6264, |
|
"step": 22744 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.6531783329210982, |
|
"eval_combined_score": 0.4303083615769859, |
|
"eval_f1": 0.2074383902328736, |
|
"eval_loss": 0.6261195540428162, |
|
"eval_runtime": 75.7764, |
|
"eval_samples_per_second": 533.543, |
|
"eval_steps_per_second": 4.17, |
|
"step": 22744 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"learning_rate": 3.28e-05, |
|
"loss": 0.6348, |
|
"step": 25587 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6774410605430603, |
|
"eval_runtime": 75.9165, |
|
"eval_samples_per_second": 532.559, |
|
"eval_steps_per_second": 4.162, |
|
"step": 25587 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"step": 25587, |
|
"total_flos": 4.676933727069143e+17, |
|
"train_loss": 0.6200644320571725, |
|
"train_runtime": 19316.7897, |
|
"train_samples_per_second": 941.787, |
|
"train_steps_per_second": 7.359 |
|
} |
|
], |
|
"max_steps": 142150, |
|
"num_train_epochs": 50, |
|
"total_flos": 4.676933727069143e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|