They are in competition, because increasingly, the deep learning models are run by people who are not experts in machine learning: in deployment, self-driving c

They are in competition, because increasingly, the deep learning models are run by people who are not experts in machine learning: in deployment, self-driving cars and other machinery. And if it is just about bang-for-buck and scale, FPGAs seem to be quite competitive.