tensorflow: Cannot compile tensorflow with CUDA 10.0 and cuDNN 7.2

System information

• Have I written custom code (as opposed to using a stock example script provided in TensorFlow): No
• OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 10
• TensorFlow installed from (source or binary): Trying to build from source.
• TensorFlow version (use command below): 1.11.0
• Python version: 3.6.7rc1
• Bazel version (if compiling from source): 0.16.1 (I tried with latest 1.17.2 but that also didn’t build).
• GCC/Compiler version (if compiling from source): I don’t know
• CUDA/cuDNN version: CUDA 9.0 and cuDNN 7.3.1
• GPU model and memory: GTX 1080 8gb
• Exact command to reproduce: bazel build --config=opt --config=cuda //tensorflow/tools/pip_package:build_pip_package

Describe the problem

I’m trying to build tensorflow from source. This is the error:

ERROR: D:/temp/tensorflow/tensorflow/contrib/rnn/BUILD:217:1: C++ compilation of rule '//tensorflow/contrib/rnn:python/ops/_lstm_ops_gpu' failed (Exit 1): msvc_wrapper_for_nvcc.bat failed: error executing command
  cd C:/users/tim/_bazel_tim/lj4hacgi/execroot/org_tensorflow
  SET CUDA_TOOLKIT_PATH=C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.0
    SET CUDNN_INSTALL_PATH=C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v9.0
    SET INCLUDE=C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\INCLUDE;C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\ATLMFC\INCLUDE;C:\Program Files (x86)\Windows Kits\10\include\10.0.17134.0\ucrt;C:\Program Files (x86)\Windows Kits\10\include\10.0.17134.0\shared;C:\Program Files (x86)\Windows Kits\10\include\10.0.17134.0\um;C:\Program Files (x86)\Windows Kits\10\include\10.0.17134.0\winrt;
    SET LIB=C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\LIB\amd64;C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\ATLMFC\LIB\amd64;C:\Program Files (x86)\Windows Kits\10\lib\10.0.17134.0\ucrt\x64;C:\Program Files (x86)\Windows Kits\10\lib\10.0.17134.0\um\x64;
    SET PATH=C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\amd64;C:\Windows\Microsoft.NET\Framework64\v4.0.30319;C:\Program Files (x86)\Microsoft Visual Studio 14.0\Common7\IDE;C:\Program Files (x86)\Microsoft Visual Studio 14.0\Common7\Tools;C:\Program Files (x86)\Windows Kits\10\bin\x64;C:\Program Files (x86)\Windows Kits\10\bin\x86;;C:\Windows\system32
    SET PWD=/proc/self/cwd
    SET PYTHON_BIN_PATH=C:/Users/Tim/AppData/Local/Programs/Python/Python37/python.exe
    SET PYTHON_LIB_PATH=C:/Users/Tim/AppData/Local/Programs/Python/Python37/lib/site-packages
    SET TEMP=C:\Users\Tim\AppData\Local\Temp
    SET TF_CUDA_CLANG=0
    SET TF_CUDA_COMPUTE_CAPABILITIES=6.1
    SET TF_CUDA_VERSION=9.0
    SET TF_CUDNN_VERSION=7
    SET TF_NEED_CUDA=1
    SET TF_NEED_OPENCL_SYCL=0
    SET TMP=C:\Users\Tim\AppData\Local\Temp