Automatic Block-wise Pruning with Auxiliary Gating Structures for Deep Convolutional Neural Networks

Zhaofeng Si, Honggang Qi, Xiaoyu Song

Convolutional neural networks are prevailing in deep learning tasks. However, they suffer from massive cost issues when working on mobile devices. Network pruning is an effective m…