{ "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 }