{ "epoch": 100.0, "eval_LOCATION_f1": 0.7792207792207793, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7317073170731707, "eval_LOCATION_recall": 0.8333333333333334, "eval_ORGANIZATION_f1": 0.7692307692307693, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.6914893617021277, "eval_ORGANIZATION_recall": 0.8666666666666667, "eval_PERSON_f1": 0.8888888888888888, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8343558282208589, "eval_PERSON_recall": 0.951048951048951, "eval_QUANTITY_f1": 0.6415094339622641, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5666666666666667, "eval_QUANTITY_recall": 0.7391304347826086, "eval_TIME_f1": 0.75, "eval_TIME_number": 26, "eval_TIME_precision": 0.7, "eval_TIME_recall": 0.8076923076923077, "eval_accuracy": 0.9472104078058544, "eval_f1": 0.7595269382391592, "eval_loss": 0.14349789917469025, "eval_overall_accuracy": 0.955716787590693, "eval_overall_f1": 0.8102981029810299, "eval_overall_precision": 0.7493734335839599, "eval_overall_recall": 0.8820058997050148, "eval_precision": 0.6848341232227488, "eval_recall": 0.8525073746312685, "eval_runtime": 0.9136, "eval_samples": 187, "eval_samples_per_second": 204.681, "eval_steps_per_second": 3.284, "predict_LOCATION_f1": 0.8788598574821853, "predict_LOCATION_number": 207, "predict_LOCATION_precision": 0.8644859813084113, "predict_LOCATION_recall": 0.893719806763285, "predict_ORGANIZATION_f1": 0.8222811671087534, "predict_ORGANIZATION_number": 172, "predict_ORGANIZATION_precision": 0.7560975609756098, "predict_ORGANIZATION_recall": 0.9011627906976745, "predict_PERSON_f1": 0.9217970049916805, "predict_PERSON_number": 290, "predict_PERSON_precision": 0.8906752411575563, "predict_PERSON_recall": 0.9551724137931035, "predict_QUANTITY_f1": 0.8461538461538461, "predict_QUANTITY_number": 100, "predict_QUANTITY_precision": 0.8148148148148148, "predict_QUANTITY_recall": 0.88, "predict_TIME_f1": 0.9036144578313253, "predict_TIME_number": 82, "predict_TIME_precision": 0.8928571428571429, "predict_TIME_recall": 0.9146341463414634, "predict_accuracy": 0.9469563515365043, "predict_f1": 0.738593666129898, "predict_loss": 0.06473361700773239, "predict_overall_accuracy": 0.9792522998629869, "predict_overall_f1": 0.8798646362098139, "predict_overall_precision": 0.8459869848156182, "predict_overall_recall": 0.9165687426556992, "predict_precision": 0.6798418972332015, "predict_recall": 0.8084606345475911, "predict_runtime": 2.0032, "predict_samples_per_second": 234.128, "predict_steps_per_second": 3.994, "train_loss": 0.13073445756480379, "train_runtime": 1224.6081, "train_samples": 1687, "train_samples_per_second": 137.758, "train_steps_per_second": 8.656 }