|
{ |
|
"best_metric": 87.74177915473423, |
|
"best_model_checkpoint": "/home/ccasimiro/ccasimiro/berta/src/finetuning/qa/roberta-base-ca-cased-qa/viquiquad/checkpoint-3177", |
|
"epoch": 10.0, |
|
"global_step": 3530, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_exact_match": 70.39517749497655, |
|
"eval_f1": 85.15879769695867, |
|
"step": 353 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 4.291784702549575e-05, |
|
"loss": 1.2372, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_exact_match": 73.40924313462827, |
|
"eval_f1": 87.52377432306103, |
|
"step": 706 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"learning_rate": 3.58356940509915e-05, |
|
"loss": 0.4076, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_exact_match": 72.87340924313463, |
|
"eval_f1": 86.86230071137398, |
|
"step": 1059 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_exact_match": 72.60549229738781, |
|
"eval_f1": 86.9056612129989, |
|
"step": 1412 |
|
}, |
|
{ |
|
"epoch": 4.25, |
|
"learning_rate": 2.8753541076487255e-05, |
|
"loss": 0.1874, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_exact_match": 73.8780977896852, |
|
"eval_f1": 87.61361215231298, |
|
"step": 1765 |
|
}, |
|
{ |
|
"epoch": 5.67, |
|
"learning_rate": 2.1671388101983002e-05, |
|
"loss": 0.0883, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_exact_match": 72.5385130609511, |
|
"eval_f1": 87.16597098547801, |
|
"step": 2118 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_exact_match": 72.94038847957134, |
|
"eval_f1": 87.6293952976471, |
|
"step": 2471 |
|
}, |
|
{ |
|
"epoch": 7.08, |
|
"learning_rate": 1.4589235127478753e-05, |
|
"loss": 0.0449, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_exact_match": 73.07434695244474, |
|
"eval_f1": 87.3948843173073, |
|
"step": 2824 |
|
}, |
|
{ |
|
"epoch": 8.5, |
|
"learning_rate": 7.507082152974506e-06, |
|
"loss": 0.0272, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_exact_match": 73.8780977896852, |
|
"eval_f1": 87.74177915473423, |
|
"step": 3177 |
|
}, |
|
{ |
|
"epoch": 9.92, |
|
"learning_rate": 4.2492917847025503e-07, |
|
"loss": 0.0148, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_exact_match": 73.54320160750167, |
|
"eval_f1": 87.60609812320592, |
|
"step": 3530 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"step": 3530, |
|
"total_flos": 2.949256493279232e+16, |
|
"train_loss": 0.28446678726936536, |
|
"train_runtime": 8024.7966, |
|
"train_samples_per_second": 14.065, |
|
"train_steps_per_second": 0.44 |
|
} |
|
], |
|
"max_steps": 3530, |
|
"num_train_epochs": 10, |
|
"total_flos": 2.949256493279232e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|