|
{ |
|
"epoch": 100.0, |
|
"eval_LOCATION_f1": 0.8275862068965517, |
|
"eval_LOCATION_number": 69, |
|
"eval_LOCATION_precision": 0.7894736842105263, |
|
"eval_LOCATION_recall": 0.8695652173913043, |
|
"eval_ORGANIZATION_f1": 0.704225352112676, |
|
"eval_ORGANIZATION_number": 61, |
|
"eval_ORGANIZATION_precision": 0.6172839506172839, |
|
"eval_ORGANIZATION_recall": 0.819672131147541, |
|
"eval_PERSON_f1": 0.9022082018927446, |
|
"eval_PERSON_number": 153, |
|
"eval_PERSON_precision": 0.8719512195121951, |
|
"eval_PERSON_recall": 0.934640522875817, |
|
"eval_QUANTITY_f1": 0.7761194029850748, |
|
"eval_QUANTITY_number": 32, |
|
"eval_QUANTITY_precision": 0.7428571428571429, |
|
"eval_QUANTITY_recall": 0.8125, |
|
"eval_TIME_f1": 0.875, |
|
"eval_TIME_number": 31, |
|
"eval_TIME_precision": 0.8484848484848485, |
|
"eval_TIME_recall": 0.9032258064516129, |
|
"eval_loss": 0.17298303544521332, |
|
"eval_overall_accuracy": 0.9635868218974486, |
|
"eval_overall_f1": 0.8353741496598639, |
|
"eval_overall_precision": 0.7892030848329049, |
|
"eval_overall_recall": 0.8872832369942196, |
|
"eval_runtime": 0.4021, |
|
"eval_samples": 187, |
|
"eval_samples_per_second": 465.104, |
|
"eval_steps_per_second": 7.462, |
|
"predict_LOCATION_f1": 0.9836065573770492, |
|
"predict_LOCATION_number": 211, |
|
"predict_LOCATION_precision": 0.9722222222222222, |
|
"predict_LOCATION_recall": 0.995260663507109, |
|
"predict_ORGANIZATION_f1": 0.949640287769784, |
|
"predict_ORGANIZATION_number": 134, |
|
"predict_ORGANIZATION_precision": 0.9166666666666666, |
|
"predict_ORGANIZATION_recall": 0.9850746268656716, |
|
"predict_PERSON_f1": 0.9606557377049181, |
|
"predict_PERSON_number": 299, |
|
"predict_PERSON_precision": 0.9421221864951769, |
|
"predict_PERSON_recall": 0.979933110367893, |
|
"predict_QUANTITY_f1": 0.9509803921568628, |
|
"predict_QUANTITY_number": 101, |
|
"predict_QUANTITY_precision": 0.941747572815534, |
|
"predict_QUANTITY_recall": 0.9603960396039604, |
|
"predict_TIME_f1": 0.9789473684210526, |
|
"predict_TIME_number": 94, |
|
"predict_TIME_precision": 0.96875, |
|
"predict_TIME_recall": 0.9893617021276596, |
|
"predict_loss": 0.020489180460572243, |
|
"predict_overall_accuracy": 0.9943241943241943, |
|
"predict_overall_f1": 0.9654768870684611, |
|
"predict_overall_precision": 0.9482758620689655, |
|
"predict_overall_recall": 0.9833134684147795, |
|
"predict_runtime": 0.9658, |
|
"predict_samples_per_second": 485.617, |
|
"predict_steps_per_second": 8.283, |
|
"train_loss": 0.07048136641394417, |
|
"train_runtime": 625.2984, |
|
"train_samples": 1687, |
|
"train_samples_per_second": 269.791, |
|
"train_steps_per_second": 16.952 |
|
} |