Tutor-Instructing Global Pruning for Accelerating Convolutional Neural Networks

A novel pruning method, namely T utor-I nstructing global P runing (TIP), to prune the redundant filters in a global manner and proposes a Taylor-based approximate algorithm, which can efficiently obtain the IG of each filter by backpropagation.