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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2020/01/28 19:18:21 UTC

[GitHub] [incubator-mxnet] connorgoggins commented on issue #17449: Implemented large tensor flag for opperf testing

connorgoggins commented on issue #17449: Implemented large tensor flag for opperf testing
URL: https://github.com/apache/incubator-mxnet/pull/17449#issuecomment-579410209
 
 
   @apeforest thanks for your feedback! The purpose of this flag would not only be to test operator functionality on large tensor data, but also to test the actual performance of each operator on large tensor data (which falls within the mission of opperf). With this in mind, I believe it makes sense to add this as a parameter to the utility.
   
   This would be valuable to users who are interested in debugging their models' performance at the operator level on large tensor data, thereby helping users create more efficient models when handling high-dimensional data.
   
   I can refactor this into a general `run_large_tensor_test` function if you would prefer, but I think users may sometimes want to test specific ops and categories of ops on large tensor data instead of being forced to test all ops at the same time.
   
   If the consensus is that this would be better as a private branch, I can move in that direction instead.

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