text:  It was at this annual competition for researchers to submit AI systems that could recognize images from a massive database. It blows away the rest of the field. The standard approach had been to train these models using central processing units, or CPUs. But these calculate their instructions sequentially. So instead, this team ran these training calculations using graphics processing units, GPUs.