{ "epoch": 100.0, "eval_LOCATION_f1": 0.7866666666666666, "eval_LOCATION_number": 71, "eval_LOCATION_precision": 0.7468354430379747, "eval_LOCATION_recall": 0.8309859154929577, "eval_ORGANIZATION_f1": 0.7733333333333334, "eval_ORGANIZATION_number": 65, "eval_ORGANIZATION_precision": 0.6823529411764706, "eval_ORGANIZATION_recall": 0.8923076923076924, "eval_PERSON_f1": 0.887459807073955, "eval_PERSON_number": 150, "eval_PERSON_precision": 0.8571428571428571, "eval_PERSON_recall": 0.92, "eval_QUANTITY_f1": 0.7297297297297297, "eval_QUANTITY_number": 33, "eval_QUANTITY_precision": 0.6585365853658537, "eval_QUANTITY_recall": 0.8181818181818182, "eval_TIME_f1": 0.8813559322033899, "eval_TIME_number": 28, "eval_TIME_precision": 0.8387096774193549, "eval_TIME_recall": 0.9285714285714286, "eval_loss": 0.1937185674905777, "eval_overall_accuracy": 0.9585354025218235, "eval_overall_f1": 0.8279569892473119, "eval_overall_precision": 0.7758186397984886, "eval_overall_recall": 0.8876080691642652, "eval_runtime": 0.384, "eval_samples": 187, "eval_samples_per_second": 486.93, "eval_steps_per_second": 7.812, "predict_LOCATION_f1": 0.8337236533957846, "predict_LOCATION_number": 207, "predict_LOCATION_precision": 0.8090909090909091, "predict_LOCATION_recall": 0.8599033816425121, "predict_ORGANIZATION_f1": 0.6829268292682926, "predict_ORGANIZATION_number": 150, "predict_ORGANIZATION_precision": 0.6292134831460674, "predict_ORGANIZATION_recall": 0.7466666666666667, "predict_PERSON_f1": 0.9022801302931595, "predict_PERSON_number": 295, "predict_PERSON_precision": 0.8683385579937304, "predict_PERSON_recall": 0.9389830508474576, "predict_QUANTITY_f1": 0.7540983606557378, "predict_QUANTITY_number": 85, "predict_QUANTITY_precision": 0.7040816326530612, "predict_QUANTITY_recall": 0.8117647058823529, "predict_TIME_f1": 0.8045977011494253, "predict_TIME_number": 81, "predict_TIME_precision": 0.7526881720430108, "predict_TIME_recall": 0.8641975308641975, "predict_loss": 0.17934362590312958, "predict_overall_accuracy": 0.9607613469985359, "predict_overall_f1": 0.8180764774044034, "predict_overall_precision": 0.7775330396475771, "predict_overall_recall": 0.863080684596577, "predict_runtime": 0.8236, "predict_samples_per_second": 568.217, "predict_steps_per_second": 9.713, "train_loss": 0.07702873169251208, "train_runtime": 615.3274, "train_samples": 1688, "train_samples_per_second": 274.326, "train_steps_per_second": 17.227 }