aaronmarkham commented on a change in pull request #12737: [MXNET-1017] 
Updating the readme file for cpp-package and adding readme file for example 
directory.
URL: https://github.com/apache/incubator-mxnet/pull/12737#discussion_r223773785
 
 

 ##########
 File path: cpp-package/README.md
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 @@ -1,21 +1,42 @@
 # MXNet C++ Package
 
-To build the C++ package, please refer to [this 
guide](<https://mxnet.incubator.apache.org/install/build_from_source#build-the-c-package>).
+The MXNet C++ Package provides C++ API bindings to the users of MXNet.  
Currently, these bindings are not available as standalone package.
+The users of these bindings are required to build this package as mentioned 
below.
 
-A basic tutorial can be found at 
<https://mxnet.incubator.apache.org/tutorials/c++/basics.html>.
+## Building C++ Package
 
-The example directory contains examples for you to get started.
+The cpp-package directory contains the implementation of C++ API. As mentioned 
above, users are required to build this directory or package before using it.
+**The cpp-package is built while building the MXNet shared library, 
*libmxnet.so*.**
+
+###Steps to build the C++ package:
+1.  Building the MXNet C++ package requires building MXNet from source.
+2.  Clone the MXNet github repository **recursively** to ensure the code in 
submodules is available for building MXNet.
+3.  Install the 
[prerequisites](<https://mxnet.incubator.apache.org/install/build_from_source#prerequisites>),
 desired [BLAS 
libraries](<https://mxnet.incubator.apache.org/install/build_from_source#blas-library>)
 and optional [OpenCV, CUDA, and 
cuDNN](<https://mxnet.incubator.apache.org/install/build_from_source#optional>) 
for building MXNet from source.
+4.  There is a configuration file for make, 
[make/config.mk](<https://github.com/apache/incubator-mxnet/blob/master/make/config.mk>)
 that contains all the compilation options. You can edit this file and set the 
appropriate options prior to running the **make** command.
+5.  Please refer to  [platfrom specific build 
instructions](<https://mxnet.incubator.apache.org/install/build_from_source#build-instructions-by-operating-system>)
 and available [build 
configurations](https://mxnet.incubator.apache.org/install/build_from_source#build-configurations)
 for more details. 
+5.  For enabling the build of C++ Package, set the **USE__CPP__PACKAGE = 1** 
in 
[make/config.mk](<https://github.com/apache/incubator-mxnet/blob/master/make/config.mk>).
 Optionally, the compilation flag can also be specified on **make** command 
line as follows:
+       ```
+       make -j USE_CPP_PACKAGE=1 
+       ```
+
+## Usage
+
+In order to consume the C++ API please follow the steps below
 
-## Building C++ examples in examples folder
+1. Ensure that the MXNet shared library is built from source with the 
**USE__CPP__PACKAGE = 1**.
+2. Include the 
[MxNetCpp.h](<https://github.com/apache/incubator-mxnet/blob/master/cpp-package/include/mxnet-cpp/MxNetCpp.h>)
 in the program that is going to consume MXNet C++ API.
+       ```
+       #include <mxnet-cpp/MxNetCpp.h>
+       ```
+3. While building the program, ensure that the correct paths to the 
directories containing header files and MxNet shared library.
+4. The program links MxNet shared library dynamically. Hence the library needs 
to be accessible to the program during the runtime. This can be achieved by 
including the path to shared library to environment variable such as 
LD_LIBRARY_PATH.
 
 Review comment:
   links the MXNet...
   during runtime...
   the shared library in the environment variable `LD_LIBRARY_PATH`.

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