guanxinq commented on a change in pull request #15969: [WIP] Partitioning Gluon 
HybridBlocks
URL: https://github.com/apache/incubator-mxnet/pull/15969#discussion_r370275405
 
 

 ##########
 File path: python/mxnet/gluon/block.py
 ##########
 @@ -932,6 +932,9 @@ def _get_graph(self, *args):
 
     def _build_cache(self, *args):
         data, out = self._get_graph(*args)
+        if self._backend:
+            # To do: pass in all arguments
+            out = out.optimize_for(self._backend, **self.optargs)
 
 Review comment:
   Just as Sam mentioned "Because once self._cached_graph is set the previous 
code wont be executed in the _get_graph function". It is better to keep this 
change.

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