The resource "unsigned char[]" array generated by create_source needs to have 0 ending as a valid C string to be used in PythonUtil.cpp initPython()

Change-Id: I5e214606ed9102f37813ea3f07565dc10a9c015e

* for modern language properties

* make AVX_FOUND is default value to WITH AVX
* let AVX_FLAG always keep -mavx flag since compiler can build binary with -mavx even CPU does not support avx.

* add rdma cmake support

* move rdma related code to rdma.cmake

* Add matrix inverse

* DYLD_LIBRARY_PATH is disable after Mac OS X 10.11
* fix clang + gpu compile error on Mac OS
* fix some words and errors in build docs

* Python trainer API and demo

* Adding missing PaddleAPIPrivate.h

* Adding api_train.sh

* More comments

* Bump up patch version to 0b3

* Fix bug in yield dictionary in DataProvider.
* Also make virtualenv work in Paddle.

In some situation, for instance, in the virtual machine, it could happen.

* Add automatic check AVX in CMake
* Revise table format and some words in build docs

* follow comments to fix bugs

* Also fix a bug, we should link -ldl at last

* Also make use cmake find to zlib.
* circle link in osx, use reverse link all libs instead. But
  maybe osx just don't care circle link.