Trends in Deep Learning Hardware: Bill Dally (NVIDIA)
In brief
Bill Dally of NVIDIA gives a University of Washington lecture on trends in deep learning hardware. It covers numeric formats, specialized instructions, energy per operation and co-design of hardware and software.