zhreshold commented on pull request #18987:
URL: https://github.com/apache/incubator-mxnet/pull/18987#issuecomment-682271576


   > thanks for the reviews. @zhreshold how about setting the pool strategy to 
be naive when shapes are static?
   
   This is actually fine when shapes are static, my major concern is that with 
round enabled by default, in most use cases mxnet can be faster but consumes 
more memory than expected


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