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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/05/10 05:35:02 UTC

[GitHub] sandeep-krishnamurthy opened a new issue #10881: mx.sym.dot() performance on CPU

sandeep-krishnamurthy opened a new issue #10881: mx.sym.dot() performance on CPU
URL: https://github.com/apache/incubator-mxnet/issues/10881
 
 
   We are using mx.sym.dot() operator in Keras heavily. We observe CPU performance is suspiciously slower. On profiling a RNN LSTM example, the observation is as shown below.
   
   dot() operator  is contributing to 90% of computation time. Is there any performance implication of mx.sym.dot() operator on CPU? 
   
   We are using mxnet-mkl-dnn build, is the operator using gemm operations under the hood?
    
   ![image](https://user-images.githubusercontent.com/3403674/39853665-655d9708-53d8-11e8-8f34-58de7cbafd0e.png)
   
   @anirudh2290 @zheng-da - Any suggestions / comments?

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