Here's the referenced paper: http://www.rle.mit.edu/eems/wp-content/uploads/2016/02/eyeriss_isscc_2016.pdf http://www.rle.mit.edu/eems/wp-content/uploads/2016/

Here's the referenced paper: http://www.rle.mit.edu/eems/wp-content/uploads/2016/02/eyeriss_isscc_2016.pdf http://www.rle.mit.edu/eems/wp-content/uploads/2016/02/eyeri... The GPU ecosystem is going to be tough to beat (IMHO). Even if not GPUs are optimal for convolutional nets (CNN), there's a lot of wood behind that ecosystem arrow.