|
{ |
|
"epoch": 100.0, |
|
"eval_LOCATION_f1": 0.903225806451613, |
|
"eval_LOCATION_number": 103, |
|
"eval_LOCATION_precision": 0.8596491228070176, |
|
"eval_LOCATION_recall": 0.9514563106796117, |
|
"eval_ORGANIZATION_f1": 0.8802395209580838, |
|
"eval_ORGANIZATION_number": 171, |
|
"eval_ORGANIZATION_precision": 0.901840490797546, |
|
"eval_ORGANIZATION_recall": 0.8596491228070176, |
|
"eval_PERSON_f1": 0.9657794676806084, |
|
"eval_PERSON_number": 131, |
|
"eval_PERSON_precision": 0.9621212121212122, |
|
"eval_PERSON_recall": 0.9694656488549618, |
|
"eval_loss": 0.04597840458154678, |
|
"eval_overall_accuracy": 0.9842584921292461, |
|
"eval_overall_f1": 0.914004914004914, |
|
"eval_overall_precision": 0.9095354523227384, |
|
"eval_overall_recall": 0.9185185185185185, |
|
"eval_runtime": 0.2809, |
|
"eval_samples": 170, |
|
"eval_samples_per_second": 605.289, |
|
"eval_steps_per_second": 10.682, |
|
"predict_LOCATION_f1": 0.9571984435797667, |
|
"predict_LOCATION_number": 256, |
|
"predict_LOCATION_precision": 0.9534883720930233, |
|
"predict_LOCATION_recall": 0.9609375, |
|
"predict_ORGANIZATION_f1": 0.9674796747967479, |
|
"predict_ORGANIZATION_number": 365, |
|
"predict_ORGANIZATION_precision": 0.9571045576407506, |
|
"predict_ORGANIZATION_recall": 0.9780821917808219, |
|
"predict_PERSON_f1": 0.9898403483309144, |
|
"predict_PERSON_number": 344, |
|
"predict_PERSON_precision": 0.9884057971014493, |
|
"predict_PERSON_recall": 0.9912790697674418, |
|
"predict_loss": 0.014882748015224934, |
|
"predict_overall_accuracy": 0.9956212370005474, |
|
"predict_overall_f1": 0.9726944873776403, |
|
"predict_overall_precision": 0.9672131147540983, |
|
"predict_overall_recall": 0.9782383419689119, |
|
"predict_runtime": 0.7579, |
|
"predict_samples_per_second": 562.054, |
|
"predict_steps_per_second": 9.236, |
|
"train_loss": 0.07595260620117188, |
|
"train_runtime": 527.2222, |
|
"train_samples": 1531, |
|
"train_samples_per_second": 290.39, |
|
"train_steps_per_second": 18.209 |
|
} |