Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler

Shaohui Lin, Wenxuan Huang, Jiao Xie +5

Filter pruning simultaneously accelerates the computation and reduces the memory overhead of CNNs, which can be effectively applied to edge devices and cloud services. In this pape…