NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration

Zhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li, Yuxuan Cai, Xuan Shen, Zheng Zhan 0001, Zhenglun Kong, Qing Jin, ZhiYu Chen, Sijia Liu 0001, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin. NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021. pages 14255-14266, Computer Vision Foundation / IEEE, 2021. [doi]

Abstract

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