BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening

Wenqi Shao, Hang Yu, Zhaoyang Zhang +3

This work presents a probabilistic channel pruning method to accelerate Convolutional Neural Networks (CNNs). Previous pruning methods often zero out unimportant channels in traini…