Global Sparse Momentum SGD for Pruning Very Deep Neural Networks

Xiaohan Ding, Guiguang Ding, Xiangxin Zhou +3

Deep Neural Network (DNN) is powerful but computationally expensive and memory intensive, thus impeding its practical usage on resource-constrained front-end devices. DNN pruning i…