{ "epoch": 100.0, "eval_LOCATION_f1": 0.8266666666666667, "eval_LOCATION_number": 72, "eval_LOCATION_precision": 0.7948717948717948, "eval_LOCATION_recall": 0.8611111111111112, "eval_ORGANIZATION_f1": 0.8101265822784811, "eval_ORGANIZATION_number": 75, "eval_ORGANIZATION_precision": 0.7710843373493976, "eval_ORGANIZATION_recall": 0.8533333333333334, "eval_PERSON_f1": 0.9084745762711864, "eval_PERSON_number": 143, "eval_PERSON_precision": 0.881578947368421, "eval_PERSON_recall": 0.9370629370629371, "eval_QUANTITY_f1": 0.72, "eval_QUANTITY_number": 23, "eval_QUANTITY_precision": 0.6666666666666666, "eval_QUANTITY_recall": 0.782608695652174, "eval_TIME_f1": 0.8518518518518519, "eval_TIME_number": 26, "eval_TIME_precision": 0.8214285714285714, "eval_TIME_recall": 0.8846153846153846, "eval_accuracy": 0.9604703527645734, "eval_f1": 0.8384401114206128, "eval_loss": 0.3857269287109375, "eval_overall_accuracy": 0.9642231673755316, "eval_overall_f1": 0.8514851485148515, "eval_overall_precision": 0.8179347826086957, "eval_overall_recall": 0.887905604719764, "eval_precision": 0.7941952506596306, "eval_recall": 0.887905604719764, "eval_runtime": 0.8951, "eval_samples": 187, "eval_samples_per_second": 208.905, "eval_steps_per_second": 3.351, "predict_LOCATION_f1": 0.9832134292565946, "predict_LOCATION_number": 207, "predict_LOCATION_precision": 0.9761904761904762, "predict_LOCATION_recall": 0.9903381642512077, "predict_ORGANIZATION_f1": 0.9825581395348837, "predict_ORGANIZATION_number": 172, "predict_ORGANIZATION_precision": 0.9825581395348837, "predict_ORGANIZATION_recall": 0.9825581395348837, "predict_PERSON_f1": 0.9982788296041308, "predict_PERSON_number": 290, "predict_PERSON_precision": 0.9965635738831615, "predict_PERSON_recall": 1.0, "predict_QUANTITY_f1": 0.99, "predict_QUANTITY_number": 100, "predict_QUANTITY_precision": 0.99, "predict_QUANTITY_recall": 0.99, "predict_TIME_f1": 0.9818181818181818, "predict_TIME_number": 82, "predict_TIME_precision": 0.9759036144578314, "predict_TIME_recall": 0.9878048780487805, "predict_accuracy": 0.997259737717753, "predict_f1": 0.9865260691271236, "predict_loss": 0.02522200718522072, "predict_overall_accuracy": 0.9977490702681543, "predict_overall_f1": 0.9888693614528413, "predict_overall_precision": 0.985981308411215, "predict_overall_recall": 0.9917743830787309, "predict_precision": 0.9836448598130841, "predict_recall": 0.9894242068155111, "predict_runtime": 1.8841, "predict_samples_per_second": 248.927, "predict_steps_per_second": 4.246, "train_loss": 0.008494841067761815, "train_runtime": 2623.6324, "train_samples": 1687, "train_samples_per_second": 64.3, "train_steps_per_second": 4.04 }