{ "epoch": 100.0, "eval_LOCATION_f1": 0.9361702127659575, "eval_LOCATION_number": 116, "eval_LOCATION_precision": 0.9243697478991597, "eval_LOCATION_recall": 0.9482758620689655, "eval_ORGANIZATION_f1": 0.9483870967741935, "eval_ORGANIZATION_number": 158, "eval_ORGANIZATION_precision": 0.9671052631578947, "eval_ORGANIZATION_recall": 0.930379746835443, "eval_PERSON_f1": 0.9761904761904763, "eval_PERSON_number": 124, "eval_PERSON_precision": 0.9609375, "eval_PERSON_recall": 0.9919354838709677, "eval_loss": 0.044605545699596405, "eval_overall_accuracy": 0.9906670326653857, "eval_overall_f1": 0.9535759096612295, "eval_overall_precision": 0.9523809523809523, "eval_overall_recall": 0.9547738693467337, "eval_runtime": 0.3042, "eval_samples": 170, "eval_samples_per_second": 558.862, "eval_steps_per_second": 9.862, "predict_LOCATION_f1": 0.970954356846473, "predict_LOCATION_number": 237, "predict_LOCATION_precision": 0.9551020408163265, "predict_LOCATION_recall": 0.9873417721518988, "predict_ORGANIZATION_f1": 0.9859484777517563, "predict_ORGANIZATION_number": 431, "predict_ORGANIZATION_precision": 0.9952718676122931, "predict_ORGANIZATION_recall": 0.9767981438515081, "predict_PERSON_f1": 0.9919137466307277, "predict_PERSON_number": 371, "predict_PERSON_precision": 0.9919137466307277, "predict_PERSON_recall": 0.9919137466307277, "predict_loss": 0.007001614663749933, "predict_overall_accuracy": 0.9977801268498943, "predict_overall_f1": 0.9846005774783445, "predict_overall_precision": 0.9846005774783445, "predict_overall_recall": 0.9846005774783445, "predict_runtime": 0.8053, "predict_samples_per_second": 527.728, "predict_steps_per_second": 8.692, "train_loss": 0.03720566373939316, "train_runtime": 529.4133, "train_samples": 1531, "train_samples_per_second": 289.188, "train_steps_per_second": 18.133 }