|
{ |
|
"best_metric": 0.9380733944954128, |
|
"best_model_checkpoint": "./electra-base-discriminator/fine_tuned_models/checkpoint-14735", |
|
"epoch": 10.0, |
|
"global_step": 21050, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.8398562688161604e-05, |
|
"loss": 0.2696, |
|
"step": 2105 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9334862385321101, |
|
"eval_loss": 0.20129133760929108, |
|
"eval_runtime": 2.0684, |
|
"eval_samples_per_second": 421.585, |
|
"eval_steps_per_second": 52.698, |
|
"step": 2105 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.6354277945032536e-05, |
|
"loss": 0.1453, |
|
"step": 4210 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9369266055045872, |
|
"eval_loss": 0.23204709589481354, |
|
"eval_runtime": 2.4051, |
|
"eval_samples_per_second": 362.559, |
|
"eval_steps_per_second": 45.32, |
|
"step": 4210 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 1.4309993201903469e-05, |
|
"loss": 0.1135, |
|
"step": 6315 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.930045871559633, |
|
"eval_loss": 0.2923499047756195, |
|
"eval_runtime": 2.4212, |
|
"eval_samples_per_second": 360.148, |
|
"eval_steps_per_second": 45.018, |
|
"step": 6315 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 1.2265708458774402e-05, |
|
"loss": 0.0906, |
|
"step": 8420 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9346330275229358, |
|
"eval_loss": 0.32609012722969055, |
|
"eval_runtime": 1.9468, |
|
"eval_samples_per_second": 447.926, |
|
"eval_steps_per_second": 55.991, |
|
"step": 8420 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 1.0221423715645335e-05, |
|
"loss": 0.072, |
|
"step": 10525 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9288990825688074, |
|
"eval_loss": 0.3121407628059387, |
|
"eval_runtime": 2.1923, |
|
"eval_samples_per_second": 397.751, |
|
"eval_steps_per_second": 49.719, |
|
"step": 10525 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 8.177138972516268e-06, |
|
"loss": 0.0583, |
|
"step": 12630 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.9311926605504587, |
|
"eval_loss": 0.28844115138053894, |
|
"eval_runtime": 2.3738, |
|
"eval_samples_per_second": 367.343, |
|
"eval_steps_per_second": 45.918, |
|
"step": 12630 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 6.132854229387201e-06, |
|
"loss": 0.0484, |
|
"step": 14735 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.9380733944954128, |
|
"eval_loss": 0.32522284984588623, |
|
"eval_runtime": 2.2471, |
|
"eval_samples_per_second": 388.052, |
|
"eval_steps_per_second": 48.506, |
|
"step": 14735 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 4.088569486258134e-06, |
|
"loss": 0.0385, |
|
"step": 16840 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.9334862385321101, |
|
"eval_loss": 0.38597530126571655, |
|
"eval_runtime": 2.1627, |
|
"eval_samples_per_second": 403.202, |
|
"eval_steps_per_second": 50.4, |
|
"step": 16840 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"learning_rate": 2.044284743129067e-06, |
|
"loss": 0.0308, |
|
"step": 18945 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.9288990825688074, |
|
"eval_loss": 0.4163713753223419, |
|
"eval_runtime": 2.2597, |
|
"eval_samples_per_second": 385.896, |
|
"eval_steps_per_second": 48.237, |
|
"step": 18945 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.0245, |
|
"step": 21050 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.926605504587156, |
|
"eval_loss": 0.4771242141723633, |
|
"eval_runtime": 2.1728, |
|
"eval_samples_per_second": 401.329, |
|
"eval_steps_per_second": 50.166, |
|
"step": 21050 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"step": 21050, |
|
"total_flos": 3.033885148659456e+16, |
|
"train_loss": 0.08915798015096126, |
|
"train_runtime": 3440.211, |
|
"train_samples_per_second": 195.77, |
|
"train_steps_per_second": 6.119 |
|
} |
|
], |
|
"max_steps": 21050, |
|
"num_train_epochs": 10, |
|
"total_flos": 3.033885148659456e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|