FNNP: Fast Neural Network Pruning Using Adaptive Batch Normalization

This work presents a pruning method called Fast Neural Network Pruning (FNNP), in which a simple yetcient evaluation component called adaptive-BN-based evaluation is applied to unveil a strong correlation be-tween different pruned DNN structures and their settled accuracy.