MEC: Memory-efficient Convolution for Deep Neural Network

Minsik Cho, Daniel Brand

Abstract: Convolution is a critical component in modern deep neural networks, thus several algorithms for convolution have been developed. Direct convolution is simple but suffers from poor performance. As a...