Enabling Retrain-free Deep Neural Network Pruning using Surrogate Lagrangian Relaxation

Deniz Gurevin, Shanglin Zhou, Lynn Pepin +4

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