{ "epoch": 100.0, "eval_LOCATION_f1": 0.9120879120879122, "eval_LOCATION_number": 86, "eval_LOCATION_precision": 0.8645833333333334, "eval_LOCATION_recall": 0.9651162790697675, "eval_ORGANIZATION_f1": 0.9344729344729344, "eval_ORGANIZATION_number": 178, "eval_ORGANIZATION_precision": 0.9479768786127167, "eval_ORGANIZATION_recall": 0.9213483146067416, "eval_PERSON_f1": 0.9765625, "eval_PERSON_number": 128, "eval_PERSON_precision": 0.9765625, "eval_PERSON_recall": 0.9765625, "eval_loss": 0.05995160713791847, "eval_overall_accuracy": 0.9878542510121457, "eval_overall_f1": 0.9429657794676806, "eval_overall_precision": 0.9370277078085643, "eval_overall_recall": 0.9489795918367347, "eval_runtime": 0.2978, "eval_samples": 170, "eval_samples_per_second": 570.849, "eval_steps_per_second": 10.074, "predict_LOCATION_f1": 0.9063097514340345, "predict_LOCATION_number": 261, "predict_LOCATION_precision": 0.9045801526717557, "predict_LOCATION_recall": 0.9080459770114943, "predict_ORGANIZATION_f1": 0.8902589395807645, "predict_ORGANIZATION_number": 398, "predict_ORGANIZATION_precision": 0.87409200968523, "predict_ORGANIZATION_recall": 0.907035175879397, "predict_PERSON_f1": 0.9765625, "predict_PERSON_number": 381, "predict_PERSON_precision": 0.9689922480620154, "predict_PERSON_recall": 0.984251968503937, "predict_loss": 0.1070171594619751, "predict_overall_accuracy": 0.9814165870234682, "predict_overall_f1": 0.9257849666983824, "predict_overall_precision": 0.916195856873823, "predict_overall_recall": 0.9355769230769231, "predict_runtime": 0.7436, "predict_samples_per_second": 571.536, "predict_steps_per_second": 9.414, "train_loss": 0.038009579268594586, "train_runtime": 541.6955, "train_samples": 1531, "train_samples_per_second": 282.631, "train_steps_per_second": 17.722 }