szha commented on issue #18902:
URL: 
https://github.com/apache/incubator-mxnet/issues/18902#issuecomment-679443104


   > I found the reason is that amp.init should be called before the creation 
of the network
   
   looks like at minimum we need to document this, or better yet it would be 
great if AMP can handle the necessary changes transparently. @mk-61 it would be 
great if you could help take this into account in 
https://github.com/apache/incubator-mxnet/issues/18896


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