Entity extraction training time exploded using roles for entitites

Hi @amn41 ! Thanks a lot for your reply ! Ok thanks for the info, I didn’t know that ! Yes I really didn’t change anything apart from this entity roles in my data. I even tried to train it twice :

  1. with only one new entity with 2 roles ( I added around 200 exemples), the training time still took 1h45
  2. I kept this new entity and the 200 exemples but deleted the role entity in my data (so there wasn’t any role in my data), and the training time went back to 4 min … In total I have around 250 exemples for each new entity created ( the average number of training data for each custom entity is around 300, and I have 16 entities) Overall I have around 15k training sentences (I didn’t know if you asked about the total number of training data or the number that I added with roles ).