damccorm commented on issue #21437:
URL: https://github.com/apache/beam/issues/21437#issuecomment-1247087175

   Actually, I think there could be value in adding `num_failed_inferences` 
before worrying about the side input model loading stuff. That would probably 
involve putting some error handling around our run_inference call:
   
   
https://github.com/apache/beam/blob/2d4f61c93250fb41112a2535394e7328bc1fdf95/sdks/python/apache_beam/ml/inference/base.py#L418
   
   and have that update the metrics count. @BjornPrime as you free up would you 
mind working on this? We probably can't totally close out the issue, but we can 
make a dent in it.
   
   cc/ @yeandy 


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