Surrogate Lagrangian Relaxation: A Path To Retrain-free Deep Neural Network Pruning

Shanglin Zhou, Mikhail A. Bragin, Lynn Pepin +3

Network pruning is a widely used technique to reduce computation cost and model size for deep neural networks. However, the typical three-stage pipeline significantly increases the…