NeurIPS2022

Structural pruning via latency-saliency knapsack

Structural pruning via latency-saliency knapsack

Fast NAS-like techinue for trained model compression. Pretraines possible layer candidates via local distillation, does NAS via integer linear programming.

M. Shen, H. Yin, P. Molchanov, L. Mao, J. Liu, J. Alvarez