nerugm-base-4 / all_results.json
apwic's picture
End of training
be133fe verified
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.8133333333333332,
"eval_LOCATION_number": 73,
"eval_LOCATION_precision": 0.7922077922077922,
"eval_LOCATION_recall": 0.8356164383561644,
"eval_ORGANIZATION_f1": 0.76056338028169,
"eval_ORGANIZATION_number": 65,
"eval_ORGANIZATION_precision": 0.7012987012987013,
"eval_ORGANIZATION_recall": 0.8307692307692308,
"eval_PERSON_f1": 0.9377049180327869,
"eval_PERSON_number": 150,
"eval_PERSON_precision": 0.9225806451612903,
"eval_PERSON_recall": 0.9533333333333334,
"eval_QUANTITY_f1": 0.7096774193548386,
"eval_QUANTITY_number": 29,
"eval_QUANTITY_precision": 0.6666666666666666,
"eval_QUANTITY_recall": 0.7586206896551724,
"eval_TIME_f1": 0.8732394366197184,
"eval_TIME_number": 34,
"eval_TIME_precision": 0.8378378378378378,
"eval_TIME_recall": 0.9117647058823529,
"eval_loss": 0.3325321078300476,
"eval_overall_accuracy": 0.9670194437607679,
"eval_overall_f1": 0.8520547945205479,
"eval_overall_precision": 0.820580474934037,
"eval_overall_recall": 0.886039886039886,
"eval_runtime": 0.3842,
"eval_samples": 187,
"eval_samples_per_second": 486.734,
"eval_steps_per_second": 7.809,
"predict_LOCATION_f1": 0.9728395061728395,
"predict_LOCATION_number": 202,
"predict_LOCATION_precision": 0.9704433497536946,
"predict_LOCATION_recall": 0.9752475247524752,
"predict_ORGANIZATION_f1": 0.9602272727272727,
"predict_ORGANIZATION_number": 174,
"predict_ORGANIZATION_precision": 0.949438202247191,
"predict_ORGANIZATION_recall": 0.9712643678160919,
"predict_PERSON_f1": 0.9966666666666666,
"predict_PERSON_number": 299,
"predict_PERSON_precision": 0.9933554817275747,
"predict_PERSON_recall": 1.0,
"predict_QUANTITY_f1": 0.9805825242718447,
"predict_QUANTITY_number": 102,
"predict_QUANTITY_precision": 0.9711538461538461,
"predict_QUANTITY_recall": 0.9901960784313726,
"predict_TIME_f1": 0.9897959183673469,
"predict_TIME_number": 98,
"predict_TIME_precision": 0.9897959183673469,
"predict_TIME_recall": 0.9897959183673469,
"predict_loss": 0.04372582212090492,
"predict_overall_accuracy": 0.9955662650602409,
"predict_overall_f1": 0.9812393405343945,
"predict_overall_precision": 0.9762443438914027,
"predict_overall_recall": 0.9862857142857143,
"predict_runtime": 0.9295,
"predict_samples_per_second": 504.597,
"predict_steps_per_second": 8.607,
"train_loss": 0.008715969840952038,
"train_runtime": 962.9354,
"train_samples": 1688,
"train_samples_per_second": 175.297,
"train_steps_per_second": 11.008
}