Lightweight Design and Optimization methods for DCNNs: Progress and Futures

Hanhua Long, Wenbin Bi, Jian Sun

Lightweight design, as a key approach to mitigate disparity between computational requirements of deep learning models and hardware performance, plays a pivotal role in advancing a…