{ "epoch": 100.0, "eval_LOCATION_f1": 0.8243243243243245, "eval_LOCATION_number": 69, "eval_LOCATION_precision": 0.7721518987341772, "eval_LOCATION_recall": 0.8840579710144928, "eval_ORGANIZATION_f1": 0.7164179104477612, "eval_ORGANIZATION_number": 61, "eval_ORGANIZATION_precision": 0.6575342465753424, "eval_ORGANIZATION_recall": 0.7868852459016393, "eval_PERSON_f1": 0.9142857142857143, "eval_PERSON_number": 153, "eval_PERSON_precision": 0.8888888888888888, "eval_PERSON_recall": 0.9411764705882353, "eval_QUANTITY_f1": 0.8059701492537314, "eval_QUANTITY_number": 32, "eval_QUANTITY_precision": 0.7714285714285715, "eval_QUANTITY_recall": 0.84375, "eval_TIME_f1": 0.7999999999999999, "eval_TIME_number": 31, "eval_TIME_precision": 0.7647058823529411, "eval_TIME_recall": 0.8387096774193549, "eval_loss": 0.16671666502952576, "eval_overall_accuracy": 0.9650730740648997, "eval_overall_f1": 0.839506172839506, "eval_overall_precision": 0.7989556135770235, "eval_overall_recall": 0.884393063583815, "eval_runtime": 0.3986, "eval_samples": 187, "eval_samples_per_second": 469.194, "eval_steps_per_second": 7.527, "predict_LOCATION_f1": 0.9836065573770492, "predict_LOCATION_number": 211, "predict_LOCATION_precision": 0.9722222222222222, "predict_LOCATION_recall": 0.995260663507109, "predict_ORGANIZATION_f1": 0.9565217391304348, "predict_ORGANIZATION_number": 134, "predict_ORGANIZATION_precision": 0.9295774647887324, "predict_ORGANIZATION_recall": 0.9850746268656716, "predict_PERSON_f1": 0.968595041322314, "predict_PERSON_number": 299, "predict_PERSON_precision": 0.9575163398692811, "predict_PERSON_recall": 0.979933110367893, "predict_QUANTITY_f1": 0.9556650246305418, "predict_QUANTITY_number": 101, "predict_QUANTITY_precision": 0.9509803921568627, "predict_QUANTITY_recall": 0.9603960396039604, "predict_TIME_f1": 0.9787234042553191, "predict_TIME_number": 94, "predict_TIME_precision": 0.9787234042553191, "predict_TIME_recall": 0.9787234042553191, "predict_loss": 0.019558236002922058, "predict_overall_accuracy": 0.9955747955747956, "predict_overall_f1": 0.9699823425544437, "predict_overall_precision": 0.958139534883721, "predict_overall_recall": 0.9821215733015495, "predict_runtime": 0.9499, "predict_samples_per_second": 493.73, "predict_steps_per_second": 8.422, "train_loss": 0.07070975787234757, "train_runtime": 630.6573, "train_samples": 1687, "train_samples_per_second": 267.499, "train_steps_per_second": 16.808 }