Hardware Accelerators for Deep Learning: A Proving Ground for Specialized Computing
The computing industry has a power problem: the days of ideal transistor scaling are over, and chips now have more devices than can be fully powered simultaneously, limiting performance. New architecture-level solutions are needed to continue scaling performance, and specialized hardware accelerators are one such solution. While accelerators promise to …