PENDA: An Efficient Processing Element via Norm-of-Difference for Deep Learning Accelerators

Kai-Chieh Hsu, Tian-Sheuan Chang

Inner product computation dominates the computational cost of deep learning models; thus, accelerating this primitive is key to improving hardware efficiency. However, most existin…