Junru Shao created MXNET-795:
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             Summary: Fix a bug that CutSubgraph works only when each subgraph 
has its distinct name
                 Key: MXNET-795
                 URL: https://issues.apache.org/jira/browse/MXNET-795
             Project: Apache MXNet
          Issue Type: Improvement
            Reporter: Junru Shao


This PR fixes a bug in assigning names of subgraphs. The {{CutSubgraph}} works 
as expected only when each subgraph has its unique name.

This PR ensures it by creating a global dict in {{AttrScope}}, which is pretty 
ugly though. I am not aware of any other solutions that could ensure a set of 
strings to be unique globally. If there is better solution, please let me know. 
Thanks!



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