A comparison of GPU accelerators for deep learning (whitepaper) • /r/MachineLearning

The amount of BS being shoveled by manufacturers and vendors is outrageous. If your tooling doesn't use fp64 and you need to use Cuda then Nvidia is the choice but the retail cards have been systematically crippled in favour of floating points the size if big into.