I'm integrating fmeval with experiments tracking solutions (MLflow for now), and the lack of callback mechanisms means that the tracing can only happen after an evaluation is completed.
Drawbacks:
results can be recorded only once the evaluation has completed (similar to #278 )
if the evaluation fails during the execution, the already generated values are lost
The suggested solution is to implement a callback mechanism to be able to tracks results as they're generated, simplifying integration with experiment tracking solutions.
I'm integrating fmeval with experiments tracking solutions (MLflow for now), and the lack of callback mechanisms means that the tracing can only happen after an evaluation is completed.
Drawbacks:
The suggested solution is to implement a callback mechanism to be able to tracks results as they're generated, simplifying integration with experiment tracking solutions.