DARE: An Irregularity-Tolerant Matrix Processing Unit with a Densifying ISA and Filtered Runahead Execution

Xin Yang, Xin Fan, Zengshi Wang +1

Deep Neural Networks (DNNs) are widely applied across domains and have shown strong effectiveness. As DNN workloads increasingly run on CPUs, dedicated Matrix Processing Units (MPU…