xinyu-intel commented on a change in pull request #12808: MKL-DNN Quantization 
Examples and README
URL: https://github.com/apache/incubator-mxnet/pull/12808#discussion_r225605553
 
 

 ##########
 File path: MKLDNN_README.md
 ##########
 @@ -292,7 +294,27 @@ MKL_VERBOSE Intel(R) MKL 2018.0 Update 1 Product build 
20171007 for Intel(R) 64
 MKL_VERBOSE 
SGEMM(T,N,12,10,8,0x7f7f927b1378,0x1bc2140,8,0x1ba8040,8,0x7f7f927b1380,0x7f7f7400a280,12)
 8.93ms CNR:OFF Dyn:1 FastMM:1 TID:0  NThr:40 WDiv:HOST:+0.000
 ```
 
-<h2 id="6">Next Steps and Support</h2>
+<h2 id="6">Enable graph optimizaiton</h2>
+
+Intel(R) MKL-DNN based graph optimization by subgraph feature are available in 
master branch. You can build from source and then use below command to enable 
this *experimental* feature for extreme performance:
 
 Review comment:
   Change to better. Compared with unset MXNET_SUBGRAPH_BACKEND

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