mk-61 commented on issue #18697:
URL: 
https://github.com/apache/incubator-mxnet/issues/18697#issuecomment-724958074


   Hi @szha, why do you want to implement AMP with a graph pass? Which aspects 
of the current approach do you expect to improve by switching to a graph pass?
   One drawback of the Python-side monkey patching I see is that it is 
sensitive to how various ops are registered on the client side - NumPy vs 
legacy, imperative vs hybridized, etc. - ideally, we want to handle this in a 
uniform way, since we don't really care about these distinctions, as far as AMP 
itself is concerned.
   But I am curious if you have some other deficiencies of the current approach 
in mind.


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