f1 = 0.8282009724473258
loss = 0.2641653256004678
precision = 0.8295454545454546
recall = 0.8268608414239482
report =               precision    recall  f1-score   support

        DATE       0.77      0.76      0.76       112
         LOC       0.81      0.85      0.83       109
         ORG       0.79      0.88      0.83       172
         PER       0.92      0.81      0.86       225

   micro avg       0.83      0.83      0.83       618
   macro avg       0.82      0.82      0.82       618
weighted avg       0.83      0.83      0.83       618