Reliable Identification of Redundant Kernels for Convolutional Neural Network Compression

Wei Wang, Liqiang Zhu

To compress deep convolutional neural networks (CNNs) with large memory footprint and long inference time, this paper proposes a novel pruning criterion using layer-wised Ln-norm o…