Sense: Model Hardware Co-design for Accelerating Sparse CNN on Systolic Array

Wenhao Sun, Deng Liu, Zhiwei Zou +3

Sparsity is an intrinsic property of convolutional neural network(CNN) and worth exploiting for CNN accelerators, but extra processing comes with hardware overhead, causing many ar…