{ "epoch": 100.0, "eval_LOCATION_f1": 0.9137055837563451, "eval_LOCATION_number": 94, "eval_LOCATION_precision": 0.8737864077669902, "eval_LOCATION_recall": 0.9574468085106383, "eval_ORGANIZATION_f1": 0.9047619047619048, "eval_ORGANIZATION_number": 167, "eval_ORGANIZATION_precision": 0.8994082840236687, "eval_ORGANIZATION_recall": 0.9101796407185628, "eval_PERSON_f1": 0.9781021897810219, "eval_PERSON_number": 137, "eval_PERSON_precision": 0.9781021897810219, "eval_PERSON_recall": 0.9781021897810219, "eval_loss": 0.05924328789114952, "eval_overall_accuracy": 0.9867403314917127, "eval_overall_f1": 0.9318463444857498, "eval_overall_precision": 0.9193154034229829, "eval_overall_recall": 0.9447236180904522, "eval_runtime": 0.3284, "eval_samples": 170, "eval_samples_per_second": 517.663, "eval_steps_per_second": 9.135, "predict_LOCATION_f1": 0.9936842105263158, "predict_LOCATION_number": 237, "predict_LOCATION_precision": 0.9915966386554622, "predict_LOCATION_recall": 0.9957805907172996, "predict_ORGANIZATION_f1": 0.9760900140646976, "predict_ORGANIZATION_number": 354, "predict_ORGANIZATION_precision": 0.9719887955182073, "predict_ORGANIZATION_recall": 0.980225988700565, "predict_PERSON_f1": 0.9894179894179894, "predict_PERSON_number": 378, "predict_PERSON_precision": 0.9894179894179894, "predict_PERSON_recall": 0.9894179894179894, "predict_loss": 0.012283334508538246, "predict_overall_accuracy": 0.9975300325586617, "predict_overall_f1": 0.9855818743563337, "predict_overall_precision": 0.9835560123329907, "predict_overall_recall": 0.9876160990712074, "predict_runtime": 0.7803, "predict_samples_per_second": 544.659, "predict_steps_per_second": 8.971, "train_loss": 0.029991784210627277, "train_runtime": 897.2931, "train_samples": 1530, "train_samples_per_second": 170.513, "train_steps_per_second": 10.699 }