I have installed CUDA Toolkit 10.0 because the latest CUDA Toolkit version (10.1) is not yet supported by TensorFlow.
hdeveloper.nvidia.com/cuda-10.0-download-archive?target_os=Windows&target_arch=x86_64&target_version=7&target_type=exelocal