I\'ve been trying to find info on performance of using float vs double on graphics hardware. I\'ve found plenty of info on float vs double on CPUs, but such info is more scarce
Most GPUs don't support double floats at all. The support has been added very recently (this generation), and not everywhere:
For everything else, you just don't have double support.
So... You should definitely not use double if you don't need it.