nerui-pt-pl10-1 / all_results.json
apwic's picture
End of training
e396a5c verified
{
"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
}