nerui-base-0 / all_results.json
apwic's picture
End of training
20cd845 verified
raw
history blame contribute delete
No virus
1.96 kB
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.9175257731958764,
"eval_LOCATION_number": 94,
"eval_LOCATION_precision": 0.89,
"eval_LOCATION_recall": 0.9468085106382979,
"eval_ORGANIZATION_f1": 0.9272727272727274,
"eval_ORGANIZATION_number": 167,
"eval_ORGANIZATION_precision": 0.9386503067484663,
"eval_ORGANIZATION_recall": 0.9161676646706587,
"eval_PERSON_f1": 0.988929889298893,
"eval_PERSON_number": 137,
"eval_PERSON_precision": 1.0,
"eval_PERSON_recall": 0.9781021897810219,
"eval_loss": 0.10839837789535522,
"eval_overall_accuracy": 0.9886740331491712,
"eval_overall_f1": 0.9459119496855346,
"eval_overall_precision": 0.947103274559194,
"eval_overall_recall": 0.9447236180904522,
"eval_runtime": 0.2926,
"eval_samples": 170,
"eval_samples_per_second": 581.015,
"eval_steps_per_second": 10.253,
"predict_LOCATION_f1": 0.9895615866388309,
"predict_LOCATION_number": 237,
"predict_LOCATION_precision": 0.9793388429752066,
"predict_LOCATION_recall": 1.0,
"predict_ORGANIZATION_f1": 0.9843971631205674,
"predict_ORGANIZATION_number": 354,
"predict_ORGANIZATION_precision": 0.9886039886039886,
"predict_ORGANIZATION_recall": 0.980225988700565,
"predict_PERSON_f1": 0.9960159362549801,
"predict_PERSON_number": 378,
"predict_PERSON_precision": 1.0,
"predict_PERSON_recall": 0.9920634920634921,
"predict_loss": 0.015306070446968079,
"predict_overall_accuracy": 0.9983159312899966,
"predict_overall_f1": 0.9901910170366547,
"predict_overall_precision": 0.9907024793388429,
"predict_overall_recall": 0.9896800825593395,
"predict_runtime": 0.7061,
"predict_samples_per_second": 601.92,
"predict_steps_per_second": 9.914,
"train_loss": 0.0056626121466979385,
"train_runtime": 904.5312,
"train_samples": 1530,
"train_samples_per_second": 169.148,
"train_steps_per_second": 10.613
}