yeandy commented on issue #21437:
URL: https://github.com/apache/beam/issues/21437#issuecomment-1272074679

   To my knowledge, particularly for scikit-learn and pytorch, if the numpy 
array or torch tensor that we pass to the model contains even one 
invalid/malformed instance, then predicting for the entire batch will fail. But 
we may need to do some testing, and more digging around to confirm, especially 
for TensorFlow.


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