nerui-pt-pl30-3 / all_results.json
apwic's picture
End of training
016b28c verified
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.9222222222222223,
"eval_LOCATION_number": 86,
"eval_LOCATION_precision": 0.8829787234042553,
"eval_LOCATION_recall": 0.9651162790697675,
"eval_ORGANIZATION_f1": 0.9261363636363636,
"eval_ORGANIZATION_number": 178,
"eval_ORGANIZATION_precision": 0.9367816091954023,
"eval_ORGANIZATION_recall": 0.9157303370786517,
"eval_PERSON_f1": 0.96875,
"eval_PERSON_number": 128,
"eval_PERSON_precision": 0.96875,
"eval_PERSON_recall": 0.96875,
"eval_loss": 0.06546389311552048,
"eval_overall_accuracy": 0.9870445344129555,
"eval_overall_f1": 0.9390862944162437,
"eval_overall_precision": 0.9343434343434344,
"eval_overall_recall": 0.9438775510204082,
"eval_runtime": 0.3104,
"eval_samples": 170,
"eval_samples_per_second": 547.675,
"eval_steps_per_second": 9.665,
"predict_LOCATION_f1": 0.8884615384615384,
"predict_LOCATION_number": 261,
"predict_LOCATION_precision": 0.8918918918918919,
"predict_LOCATION_recall": 0.8850574712643678,
"predict_ORGANIZATION_f1": 0.8858895705521473,
"predict_ORGANIZATION_number": 398,
"predict_ORGANIZATION_precision": 0.8657074340527577,
"predict_ORGANIZATION_recall": 0.907035175879397,
"predict_PERSON_f1": 0.9701686121919585,
"predict_PERSON_number": 381,
"predict_PERSON_precision": 0.958974358974359,
"predict_PERSON_recall": 0.9816272965879265,
"predict_loss": 0.11141165345907211,
"predict_overall_accuracy": 0.9808856323669959,
"predict_overall_f1": 0.9173789173789174,
"predict_overall_precision": 0.9061913696060038,
"predict_overall_recall": 0.9288461538461539,
"predict_runtime": 0.7599,
"predict_samples_per_second": 559.268,
"predict_steps_per_second": 9.211,
"train_loss": 0.03753832100580136,
"train_runtime": 578.6389,
"train_samples": 1531,
"train_samples_per_second": 264.586,
"train_steps_per_second": 16.591
}