nerui-base-1 / all_results.json
apwic's picture
End of training
85f8380 verified
raw
history blame contribute delete
No virus
1.96 kB
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.9613733905579399,
"eval_LOCATION_number": 116,
"eval_LOCATION_precision": 0.9572649572649573,
"eval_LOCATION_recall": 0.9655172413793104,
"eval_ORGANIZATION_f1": 0.9453376205787781,
"eval_ORGANIZATION_number": 158,
"eval_ORGANIZATION_precision": 0.9607843137254902,
"eval_ORGANIZATION_recall": 0.930379746835443,
"eval_PERSON_f1": 0.9879518072289156,
"eval_PERSON_number": 124,
"eval_PERSON_precision": 0.984,
"eval_PERSON_recall": 0.9919354838709677,
"eval_loss": 0.08217138797044754,
"eval_overall_accuracy": 0.9920395278616525,
"eval_overall_f1": 0.9634300126103404,
"eval_overall_precision": 0.9670886075949368,
"eval_overall_recall": 0.9597989949748744,
"eval_runtime": 0.2915,
"eval_samples": 170,
"eval_samples_per_second": 583.272,
"eval_steps_per_second": 10.293,
"predict_LOCATION_f1": 0.9915966386554622,
"predict_LOCATION_number": 237,
"predict_LOCATION_precision": 0.9874476987447699,
"predict_LOCATION_recall": 0.9957805907172996,
"predict_ORGANIZATION_f1": 0.986013986013986,
"predict_ORGANIZATION_number": 431,
"predict_ORGANIZATION_precision": 0.990632318501171,
"predict_ORGANIZATION_recall": 0.9814385150812065,
"predict_PERSON_f1": 1.0,
"predict_PERSON_number": 371,
"predict_PERSON_precision": 1.0,
"predict_PERSON_recall": 1.0,
"predict_loss": 0.011574001982808113,
"predict_overall_accuracy": 0.9987315010570824,
"predict_overall_f1": 0.9922928709055877,
"predict_overall_precision": 0.9932497589199615,
"predict_overall_recall": 0.9913378248315688,
"predict_runtime": 0.7844,
"predict_samples_per_second": 541.828,
"predict_steps_per_second": 8.924,
"train_loss": 0.005479360639195269,
"train_runtime": 897.0572,
"train_samples": 1531,
"train_samples_per_second": 170.669,
"train_steps_per_second": 10.702
}