Update install doc (#959)
* test=develop, update install doc * add setuptools dependency * Update compile_Ubuntu.md update cudnn version * Update install_Ubuntu.md update cudnn version * Update install_CentOS.md update cudnn version * test=develop, refine ubuntu cuda support * test=develop, refine ubuntu cuda support * test=develop, refine python support on python3.5 * fix python2 in ubuntu16.04 need gcc 5.4 * add nccl related doc * refine doc * add gpu fast install doc * refine command of pip * add avx off for mac complie * refine code * refine doc * fix python only support 64bit
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