Yes,  for deep learning, GPU is a key necessity. AI industry needs GPU more than mining industry does. AI researchers and startups will be able to use GPU at a cheaper price with AIC Dapp !!
Check out this video : https://www.youtube.com/watch?v=wUOECW31cNI