|
{ |
|
"best_metric": 1.0963791608810425, |
|
"best_model_checkpoint": "hBERTv2_new_pretrain_mnli/checkpoint-6136", |
|
"epoch": 7.0, |
|
"global_step": 21476, |
|
"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": 1.1031, |
|
"step": 3068 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.3273560876209883, |
|
"eval_loss": 1.1007808446884155, |
|
"eval_runtime": 16.7433, |
|
"eval_samples_per_second": 586.203, |
|
"eval_steps_per_second": 4.599, |
|
"step": 3068 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 3.8400000000000005e-05, |
|
"loss": 1.0989, |
|
"step": 6136 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.31818644931227713, |
|
"eval_loss": 1.0963791608810425, |
|
"eval_runtime": 16.7646, |
|
"eval_samples_per_second": 585.459, |
|
"eval_steps_per_second": 4.593, |
|
"step": 6136 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.76e-05, |
|
"loss": 1.0987, |
|
"step": 9204 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.32654100866021396, |
|
"eval_loss": 1.0979726314544678, |
|
"eval_runtime": 16.7522, |
|
"eval_samples_per_second": 585.894, |
|
"eval_steps_per_second": 4.596, |
|
"step": 9204 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 3.680000000000001e-05, |
|
"loss": 1.0987, |
|
"step": 12272 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.31818644931227713, |
|
"eval_loss": 1.0994985103607178, |
|
"eval_runtime": 16.749, |
|
"eval_samples_per_second": 586.006, |
|
"eval_steps_per_second": 4.597, |
|
"step": 12272 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 3.6e-05, |
|
"loss": 1.0986, |
|
"step": 15340 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.3273560876209883, |
|
"eval_loss": 1.0985783338546753, |
|
"eval_runtime": 16.7396, |
|
"eval_samples_per_second": 586.335, |
|
"eval_steps_per_second": 4.6, |
|
"step": 15340 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 3.52e-05, |
|
"loss": 1.0991, |
|
"step": 18408 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.3544574630667346, |
|
"eval_loss": 1.1015625, |
|
"eval_runtime": 16.7478, |
|
"eval_samples_per_second": 586.047, |
|
"eval_steps_per_second": 4.598, |
|
"step": 18408 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 3.44e-05, |
|
"loss": 1.0991, |
|
"step": 21476 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.3273560876209883, |
|
"eval_loss": 1.099992036819458, |
|
"eval_runtime": 16.7418, |
|
"eval_samples_per_second": 586.259, |
|
"eval_steps_per_second": 4.599, |
|
"step": 21476 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"step": 21476, |
|
"total_flos": 4.022770393541509e+17, |
|
"train_loss": 1.099463806891268, |
|
"train_runtime": 13736.6021, |
|
"train_samples_per_second": 1429.4, |
|
"train_steps_per_second": 11.167 |
|
} |
|
], |
|
"max_steps": 153400, |
|
"num_train_epochs": 50, |
|
"total_flos": 4.022770393541509e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|