I am doing the self driving course with Udacity. There is a common environment which I launched in windows 10 and I was able to run tensorflow fine but I want to use the GP
You need to install cudnn. Only version 5.1 is officially supported right now. Don't know if the renaming trick for 6.0 mentioned at:
Cannot import Tensorflow for GPU on Windows 10