Global Sparse Momentum SGD for Pruning Very Deep Neural Networks

NeurIPS 2019 Xiaohan DingGuiguang DingXiangxin ZhouYuchen GuoJungong HanJi Liu

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 is an approach for deep model compression, which aims at eliminating some parameters with tolerable performance degradation... (read more)

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