nerugm-pt-pl30-4 / all_results.json
apwic's picture
End of training
da71ae6 verified
raw
history blame contribute delete
No virus
2.68 kB
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.8758169934640524,
"eval_LOCATION_number": 73,
"eval_LOCATION_precision": 0.8375,
"eval_LOCATION_recall": 0.9178082191780822,
"eval_ORGANIZATION_f1": 0.7132867132867133,
"eval_ORGANIZATION_number": 65,
"eval_ORGANIZATION_precision": 0.6538461538461539,
"eval_ORGANIZATION_recall": 0.7846153846153846,
"eval_PERSON_f1": 0.896774193548387,
"eval_PERSON_number": 150,
"eval_PERSON_precision": 0.86875,
"eval_PERSON_recall": 0.9266666666666666,
"eval_QUANTITY_f1": 0.8064516129032258,
"eval_QUANTITY_number": 29,
"eval_QUANTITY_precision": 0.7575757575757576,
"eval_QUANTITY_recall": 0.8620689655172413,
"eval_TIME_f1": 0.8333333333333333,
"eval_TIME_number": 34,
"eval_TIME_precision": 0.7894736842105263,
"eval_TIME_recall": 0.8823529411764706,
"eval_loss": 0.1850329041481018,
"eval_overall_accuracy": 0.9635737140044303,
"eval_overall_f1": 0.8432432432432433,
"eval_overall_precision": 0.8020565552699229,
"eval_overall_recall": 0.8888888888888888,
"eval_runtime": 0.3863,
"eval_samples": 187,
"eval_samples_per_second": 484.082,
"eval_steps_per_second": 7.766,
"predict_LOCATION_f1": 0.9802955665024631,
"predict_LOCATION_number": 202,
"predict_LOCATION_precision": 0.9754901960784313,
"predict_LOCATION_recall": 0.9851485148514851,
"predict_ORGANIZATION_f1": 0.949438202247191,
"predict_ORGANIZATION_number": 174,
"predict_ORGANIZATION_precision": 0.9285714285714286,
"predict_ORGANIZATION_recall": 0.9712643678160919,
"predict_PERSON_f1": 0.9817578772802654,
"predict_PERSON_number": 299,
"predict_PERSON_precision": 0.9736842105263158,
"predict_PERSON_recall": 0.9899665551839465,
"predict_QUANTITY_f1": 0.9556650246305418,
"predict_QUANTITY_number": 102,
"predict_QUANTITY_precision": 0.9603960396039604,
"predict_QUANTITY_recall": 0.9509803921568627,
"predict_TIME_f1": 0.9552238805970149,
"predict_TIME_number": 98,
"predict_TIME_precision": 0.9320388349514563,
"predict_TIME_recall": 0.9795918367346939,
"predict_loss": 0.02726265974342823,
"predict_overall_accuracy": 0.9932530120481927,
"predict_overall_f1": 0.9689089881288865,
"predict_overall_precision": 0.9586129753914989,
"predict_overall_recall": 0.9794285714285714,
"predict_runtime": 0.9904,
"predict_samples_per_second": 473.541,
"predict_steps_per_second": 8.077,
"train_loss": 0.07131878634668747,
"train_runtime": 621.5745,
"train_samples": 1688,
"train_samples_per_second": 271.568,
"train_steps_per_second": 17.053
}