OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks

Jiashi Li, Qi Qi, Jingyu Wang +4

Channel pruning can significantly accelerate and compress deep neural networks. Many channel pruning works utilize structured sparsity regularization to zero out all the weights in…