nerugm-unipelt-0 / all_results.json
apwic's picture
End of training
2ab4faa verified
raw
history blame
2.65 kB
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.8513513513513514,
"eval_LOCATION_number": 69,
"eval_LOCATION_precision": 0.7974683544303798,
"eval_LOCATION_recall": 0.9130434782608695,
"eval_ORGANIZATION_f1": 0.7096774193548386,
"eval_ORGANIZATION_number": 58,
"eval_ORGANIZATION_precision": 0.6666666666666666,
"eval_ORGANIZATION_recall": 0.7586206896551724,
"eval_PERSON_f1": 0.8846153846153847,
"eval_PERSON_number": 152,
"eval_PERSON_precision": 0.8625,
"eval_PERSON_recall": 0.9078947368421053,
"eval_QUANTITY_f1": 0.7936507936507938,
"eval_QUANTITY_number": 30,
"eval_QUANTITY_precision": 0.7575757575757576,
"eval_QUANTITY_recall": 0.8333333333333334,
"eval_TIME_f1": 0.8813559322033899,
"eval_TIME_number": 29,
"eval_TIME_precision": 0.8666666666666667,
"eval_TIME_recall": 0.896551724137931,
"eval_loss": 0.24319376051425934,
"eval_overall_accuracy": 0.9610755441741358,
"eval_overall_f1": 0.8385269121813032,
"eval_overall_precision": 0.8043478260869565,
"eval_overall_recall": 0.8757396449704142,
"eval_runtime": 0.8802,
"eval_samples": 187,
"eval_samples_per_second": 212.461,
"eval_steps_per_second": 3.408,
"predict_LOCATION_f1": 0.9870801033591732,
"predict_LOCATION_number": 193,
"predict_LOCATION_precision": 0.9845360824742269,
"predict_LOCATION_recall": 0.9896373056994818,
"predict_ORGANIZATION_f1": 0.9540816326530611,
"predict_ORGANIZATION_number": 193,
"predict_ORGANIZATION_precision": 0.9396984924623115,
"predict_ORGANIZATION_recall": 0.9689119170984456,
"predict_PERSON_f1": 0.9808917197452229,
"predict_PERSON_number": 313,
"predict_PERSON_precision": 0.9777777777777777,
"predict_PERSON_recall": 0.9840255591054313,
"predict_QUANTITY_f1": 0.9732620320855614,
"predict_QUANTITY_number": 92,
"predict_QUANTITY_precision": 0.9578947368421052,
"predict_QUANTITY_recall": 0.9891304347826086,
"predict_TIME_f1": 1.0,
"predict_TIME_number": 78,
"predict_TIME_precision": 1.0,
"predict_TIME_recall": 1.0,
"predict_loss": 0.028664378449320793,
"predict_overall_accuracy": 0.9948717948717949,
"predict_overall_f1": 0.9771428571428571,
"predict_overall_precision": 0.9704880817253121,
"predict_overall_recall": 0.9838895281933256,
"predict_runtime": 2.154,
"predict_samples_per_second": 217.275,
"predict_steps_per_second": 3.714,
"train_loss": 0.05464491794694145,
"train_runtime": 1550.8875,
"train_samples": 1687,
"train_samples_per_second": 108.776,
"train_steps_per_second": 6.835
}