aaronmarkham commented on a change in pull request #11049: Add linux and macos 
MKLDNN Building Instruction
URL: https://github.com/apache/incubator-mxnet/pull/11049#discussion_r201766017
 
 

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 File path: MKLDNN_README.md
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 @@ -0,0 +1,302 @@
+# Build/Install MXNet with MKL-DNN
+
+Building MXNet with [Intel MKL-DNN](https://github.com/intel/mkl-dnn) will 
gain better performance when using Intel Xeon CPUs for training and inference. 
The improvement of performance can be seen in this 
[page](https://mxnet.incubator.apache.org/faq/perf.html#intel-cpu). Below are 
instructions for linux, MacOS and Windows platform.
+
+<h2 id="0">Contents</h2>
+
+* [1. Linux](#1)
+* [2. MacOS](#2)
+* [3. Windows](#3)
+* [4. Verify MXNet with python](#4)
+* [5. Enable MKL BLAS](#5)
+
+<h2 id="1">Linux</h2>
+
+### Prerequisites
+
+```
+sudo apt-get update
+sudo apt-get install -y build-essential git
+sudo apt-get install -y libopenblas-dev liblapack-dev
+sudo apt-get install -y libopencv-dev
+sudo apt-get install -y graphviz
+```
+
+### Clone MXNet sources
+
+```
+git clone --recursive https://github.com/apache/incubator-mxnet.git
 
 Review comment:
   What about the different pip options? Since this PR started I added a table 
to the instructions and made a recommendation on the mkl install.
   `pip install mxnet-cu92mkl`

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