tensorflow 1.4.0 on windows with avx2 & cuda 9.1 & cudnn 7 by cmake

tensorflow-1.4.0-cuda91-cudnn7-windows.txt

tensorflow 1.4.0 on windows with avx2 & cuda 9.1 & cudnn 7 by cmake

win 10 1703
git 2.14.1
cmake 3.9.6
anaconda3 5.0.0
cuda 9.1.85
cudnn 7.0.5 with cuda9.1
visual studio 2017 15.4 (msvc 1911)
# Note vs 15.5 (msvc 1912) didn't work with cuda 9.1.85
https://www.visualstudio.com/en-us/productinfo/installing-an-earlier-release-of-vs2017
https://blogs.msdn.microsoft.com/vcblog/2017/11/15/side-by-side-minor-version-msvc-toolsets-in-visual-studio-2017/
swigwin-3.0.10

git clone https://github.com/tensorflow/tensorflow.git -b v1.4.0
cd tensorflow/tensorflow/contrib/cmake
mkdir build
cd build

# edit tensorflow/workspace.bzl:187
https://github.com/tensorflow/tensorflow/commit/908343b5c0f957224ee44512d7ccfc81a8349e2f

# edit tensorflow\tensorflow\contrib\cmake\CMakeLists.txt
# change compute capabilities (1080ti)
    set(CUDA_NVCC_FLAGS ${CUDA_NVCC_FLAGS};-gencode arch=compute_61,code=\"compute_61\")
    add_definitions(-DGOOGLE_CUDA=1 -DTF_EXTRA_CUDA_CAPABILITIES=6.1)
      "#define TF_CUDA_CAPABILITIES CudaVersion(\"6.1\")\n"

# change version
      "#define TF_CUDA_VERSION \"64_91\"\n"
      "#define TF_CUDNN_VERSION \"64_7\"\n"
      cudart_dll_name=cudart64_91.dll
      cuda_version_number=9.1
      cudnn_dll_name=cudnn64_7.dll
      cudnn_version_number=7)

cmake .. -G "Visual Studio 15 2017" -A x64 -T host=x64 ^
-DCMAKE_BUILD_TYPE=Release ^
-DSWIG_EXECUTABLE=C:\Users\User\swigwin-3.0.10\swig.exe ^
-DPYTHON_EXECUTABLE=C:\Users\User\Anaconda3\python.exe ^
-DPYTHON_LIBRARY=C:\Users\User\Anaconda3\libs\python36.lib ^
-Dtensorflow_ENABLE_GPU=ON ^
-DCUDA_HOST_COMPILER="C:\Program Files (x86)\Microsoft Visual Studio\2017\Enterprise\VC\Tools\MSVC\14.11.25503\bin\Hostx64\x64" ^
-DCUDNN_HOME="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.1" ^
-Dtensorflow_WIN_CPU_SIMD_OPTIONS="/arch:AVX2"

#cmake --build . --target tf_python_build_pip_package --config Release

#MSBuild /p:Configuration=Release tf_python_build_pip_package.vcxproj

devenv /UseEnv tensorflow.sln /Build Release /Project tf_python_build_pip_package.vcxproj /ProjectConfig Release

# build break fix

tensorflow\tensorflow\contrib\cmake\build\external\eigen_archive\Eigen\Core:59
#include <crt/math_functions.hpp>

tensorflow\tensorflow\contrib\cmake\build\external\eigen_archive\Eigen\src\Core\arch\CUDA\Half.h:158
  return __hadd((__half)a, (__half)b);

# locale win fix
tensorflow\contrib\cmake\external\re2.cmake:47
        -DRE2_BUILD_TESTING:BOOL=OFF

pip install tf_python\dist\tensorflow_gpu-1.4.0-cp36-cp36m-win_amd64.whl

# fix anaconda3 5.0.0 pip install broken after install tensorflow 1.4.0
    Exception:
    Traceback (most recent call last):
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\basecommand.py", line 215, in main
        status = self.run(options, args)
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\commands\install.py", line 335, in run
        wb.build(autobuilding=True)
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\wheel.py", line 749, in build
        self.requirement_set.prepare_files(self.finder)
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\req\req_set.py", line 380, in prepare_files
        ignore_dependencies=self.ignore_dependencies))
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\req\req_set.py", line 554, in _prepare_file
        require_hashes
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\req\req_install.py", line 278, in populate_link
        self.link = finder.find_requirement(self, upgrade)
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\index.py", line 465, in find_requirement
        all_candidates = self.find_all_candidates(req.name)
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\index.py", line 423, in find_all_candidates
        for page in self._get_pages(url_locations, project_name):
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\index.py", line 568, in _get_pages
        page = self._get_page(location)
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\index.py", line 683, in _get_page
        return HTMLPage.get_page(link, session=self.session)
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\index.py", line 811, in get_page
        inst = cls(resp.content, resp.url, resp.headers)
      File "C:\Users\User\Anaconda3\lib\site-packages\pip\index.py", line 731, in __init__
        namespaceHTMLElements=False,
    TypeError: parse() got an unexpected keyword argument 'transport_encoding'

pip uninstall html5lib -y
conda uninstall html5lib --force -y
conda install html5lib==0.999999999 --no-deps -y