If using Docker is an option, the official Dockerfile works well, you just need to modify the FROM line to "nvidia/cuda:8.0-cudnn5-devel-ubuntu16.04". Or "nvidia/cuda:8.0-cudnn5-devel-ubuntu14.04", depending on which version of Ubuntu you want.
https://github.com/tensorflow/tensorflow/blob/master/tensorf...