jiajinyu commented on issue #12958: Improve dot(csr, rsp) on CPU by 10x 
URL: https://github.com/apache/incubator-mxnet/pull/12958#issuecomment-448821236
 
 
   > @jiajinyu You said you did benchmarks for 0.01 density of csr. 
   
   I did NOT say that. Where did you see that? 
   
   At this stage, I am not so keen to push this PR into mainline.  I think for 
switch case like "density <  x, do this; otherwise do that", the evaluation for 
a widely used framework like MXNet should be done extensively on various 
machines and scales. And this should not done by me. 
   
   The solution in this PR make senses for large scale problem where sparsity 
is very strong. Actually we also have similar changes for other kernels. But I 
guess **this may not be the interest of MXNet**.  
   
   

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