|
{ |
|
"epoch": 100.0, |
|
"eval_LOCATION_f1": 0.8266666666666667, |
|
"eval_LOCATION_number": 72, |
|
"eval_LOCATION_precision": 0.7948717948717948, |
|
"eval_LOCATION_recall": 0.8611111111111112, |
|
"eval_ORGANIZATION_f1": 0.8101265822784811, |
|
"eval_ORGANIZATION_number": 75, |
|
"eval_ORGANIZATION_precision": 0.7710843373493976, |
|
"eval_ORGANIZATION_recall": 0.8533333333333334, |
|
"eval_PERSON_f1": 0.9084745762711864, |
|
"eval_PERSON_number": 143, |
|
"eval_PERSON_precision": 0.881578947368421, |
|
"eval_PERSON_recall": 0.9370629370629371, |
|
"eval_QUANTITY_f1": 0.72, |
|
"eval_QUANTITY_number": 23, |
|
"eval_QUANTITY_precision": 0.6666666666666666, |
|
"eval_QUANTITY_recall": 0.782608695652174, |
|
"eval_TIME_f1": 0.8518518518518519, |
|
"eval_TIME_number": 26, |
|
"eval_TIME_precision": 0.8214285714285714, |
|
"eval_TIME_recall": 0.8846153846153846, |
|
"eval_accuracy": 0.9604703527645734, |
|
"eval_f1": 0.8384401114206128, |
|
"eval_loss": 0.3857269287109375, |
|
"eval_overall_accuracy": 0.9642231673755316, |
|
"eval_overall_f1": 0.8514851485148515, |
|
"eval_overall_precision": 0.8179347826086957, |
|
"eval_overall_recall": 0.887905604719764, |
|
"eval_precision": 0.7941952506596306, |
|
"eval_recall": 0.887905604719764, |
|
"eval_runtime": 0.8951, |
|
"eval_samples": 187, |
|
"eval_samples_per_second": 208.905, |
|
"eval_steps_per_second": 3.351, |
|
"predict_LOCATION_f1": 0.9832134292565946, |
|
"predict_LOCATION_number": 207, |
|
"predict_LOCATION_precision": 0.9761904761904762, |
|
"predict_LOCATION_recall": 0.9903381642512077, |
|
"predict_ORGANIZATION_f1": 0.9825581395348837, |
|
"predict_ORGANIZATION_number": 172, |
|
"predict_ORGANIZATION_precision": 0.9825581395348837, |
|
"predict_ORGANIZATION_recall": 0.9825581395348837, |
|
"predict_PERSON_f1": 0.9982788296041308, |
|
"predict_PERSON_number": 290, |
|
"predict_PERSON_precision": 0.9965635738831615, |
|
"predict_PERSON_recall": 1.0, |
|
"predict_QUANTITY_f1": 0.99, |
|
"predict_QUANTITY_number": 100, |
|
"predict_QUANTITY_precision": 0.99, |
|
"predict_QUANTITY_recall": 0.99, |
|
"predict_TIME_f1": 0.9818181818181818, |
|
"predict_TIME_number": 82, |
|
"predict_TIME_precision": 0.9759036144578314, |
|
"predict_TIME_recall": 0.9878048780487805, |
|
"predict_accuracy": 0.997259737717753, |
|
"predict_f1": 0.9865260691271236, |
|
"predict_loss": 0.02522200718522072, |
|
"predict_overall_accuracy": 0.9977490702681543, |
|
"predict_overall_f1": 0.9888693614528413, |
|
"predict_overall_precision": 0.985981308411215, |
|
"predict_overall_recall": 0.9917743830787309, |
|
"predict_precision": 0.9836448598130841, |
|
"predict_recall": 0.9894242068155111, |
|
"predict_runtime": 1.8841, |
|
"predict_samples_per_second": 248.927, |
|
"predict_steps_per_second": 4.246, |
|
"train_loss": 0.008494841067761815, |
|
"train_runtime": 2623.6324, |
|
"train_samples": 1687, |
|
"train_samples_per_second": 64.3, |
|
"train_steps_per_second": 4.04 |
|
} |