{ "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": 0.8903654485049833, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.8481012658227848, "eval_PERSON_recall": 0.9370629370629371, "eval_QUANTITY_f1": 0.5925925925925926, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.5161290322580645, "eval_QUANTITY_recall": 0.6956521739130435, "eval_TIME_f1": 0.8, "eval_TIME_number": 26, "eval_TIME_precision": 0.7586206896551724, "eval_TIME_recall": 0.8461538461538461, "eval_accuracy": 0.9444583437578183, "eval_f1": 0.7483355525965381, "eval_loss": 0.13735896348953247, "eval_overall_accuracy": 0.9577182887165374, "eval_overall_f1": 0.8103683492496591, "eval_overall_precision": 0.7538071065989848, "eval_overall_recall": 0.8761061946902655, "eval_precision": 0.6820388349514563, "eval_recall": 0.8289085545722714, "eval_runtime": 0.9007, "eval_samples": 187, "eval_samples_per_second": 207.624, "eval_steps_per_second": 3.331, "predict_LOCATION_f1": 0.8517647058823529, "predict_LOCATION_number": 207, "predict_LOCATION_precision": 0.8302752293577982, "predict_LOCATION_recall": 0.8743961352657005, "predict_ORGANIZATION_f1": 0.7757255936675461, "predict_ORGANIZATION_number": 172, "predict_ORGANIZATION_precision": 0.7101449275362319, "predict_ORGANIZATION_recall": 0.8546511627906976, "predict_PERSON_f1": 0.9115191986644408, "predict_PERSON_number": 290, "predict_PERSON_precision": 0.883495145631068, "predict_PERSON_recall": 0.9413793103448276, "predict_QUANTITY_f1": 0.8212560386473431, "predict_QUANTITY_number": 100, "predict_QUANTITY_precision": 0.794392523364486, "predict_QUANTITY_recall": 0.85, "predict_TIME_f1": 0.8862275449101796, "predict_TIME_number": 82, "predict_TIME_precision": 0.8705882352941177, "predict_TIME_recall": 0.9024390243902439, "predict_accuracy": 0.9427480916030534, "predict_f1": 0.7156756756756757, "predict_loss": 0.08230067044496536, "predict_overall_accuracy": 0.9737717752984929, "predict_overall_f1": 0.855374226223973, "predict_overall_precision": 0.8207343412526998, "predict_overall_recall": 0.8930669800235017, "predict_precision": 0.6626626626626627, "predict_recall": 0.7779083431257344, "predict_runtime": 2.0014, "predict_samples_per_second": 234.34, "predict_steps_per_second": 3.997, "train_loss": 0.14866713703803297, "train_runtime": 1220.9124, "train_samples": 1687, "train_samples_per_second": 138.175, "train_steps_per_second": 8.682 }