sxjscience edited a comment on issue #16752: Gluon hybridize is not perfect.
URL: 
https://github.com/apache/incubator-mxnet/issues/16752#issuecomment-551205420
 
 
   @JONGGON There are a few know inconsistent behaviors the HybridBlock: 
https://github.com/apache/incubator-mxnet/issues/16279, 
https://github.com/apache/incubator-mxnet/issues/16140
   
   There are some tips to avoid these issues:
   
   1. You should avoid `a.reshape(shape=...)` and use `F.reshape(a, shape=...)`.
   2. You need to avoid index slicing, e.g., `a[:, 1]`, in the HybridBlock.

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