File size: 1,971 Bytes
8a94988 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 |
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.9368421052631579,
"eval_LOCATION_number": 93,
"eval_LOCATION_precision": 0.9175257731958762,
"eval_LOCATION_recall": 0.956989247311828,
"eval_ORGANIZATION_f1": 0.9189189189189191,
"eval_ORGANIZATION_number": 166,
"eval_ORGANIZATION_precision": 0.9161676646706587,
"eval_ORGANIZATION_recall": 0.9216867469879518,
"eval_PERSON_f1": 0.9823321554770318,
"eval_PERSON_number": 142,
"eval_PERSON_precision": 0.9858156028368794,
"eval_PERSON_recall": 0.9788732394366197,
"eval_loss": 0.05988968536257744,
"eval_overall_accuracy": 0.9882030178326474,
"eval_overall_f1": 0.9454094292803972,
"eval_overall_precision": 0.9407407407407408,
"eval_overall_recall": 0.9501246882793017,
"eval_runtime": 0.6519,
"eval_samples": 170,
"eval_samples_per_second": 260.761,
"eval_steps_per_second": 4.602,
"predict_LOCATION_f1": 0.9938650306748468,
"predict_LOCATION_number": 245,
"predict_LOCATION_precision": 0.9959016393442623,
"predict_LOCATION_recall": 0.9918367346938776,
"predict_ORGANIZATION_f1": 0.9888198757763975,
"predict_ORGANIZATION_number": 401,
"predict_ORGANIZATION_precision": 0.9851485148514851,
"predict_ORGANIZATION_recall": 0.9925187032418953,
"predict_PERSON_f1": 1.0,
"predict_PERSON_number": 396,
"predict_PERSON_precision": 1.0,
"predict_PERSON_recall": 1.0,
"predict_loss": 0.006320888176560402,
"predict_overall_accuracy": 0.998705222270177,
"predict_overall_f1": 0.9942473633748802,
"predict_overall_precision": 0.9932950191570882,
"predict_overall_recall": 0.9952015355086372,
"predict_runtime": 1.6061,
"predict_samples_per_second": 264.608,
"predict_steps_per_second": 4.358,
"train_loss": 0.037790342985341945,
"train_runtime": 1071.0881,
"train_samples": 1531,
"train_samples_per_second": 142.939,
"train_steps_per_second": 8.963
} |