this just came out on hpcwire https://www.hpcwire.com/2017/06/29/reinders-avx-512-may-hidden-gem-intel-xeon-scalable-processors quote from the article; GPUs aren’t designed to operate on non-FP data. the merit of the statement is probably up for debate, but that's a pretty bold statement to make in an article in my opinion.