Width Transfer: On the (In)variance of Width Optimization

Ting-Wu Chin, Diana Marculescu, Ari S. Morcos

Optimizing the channel counts for different layers of a CNN has shown great promise in improving the efficiency of CNNs at test-time. However, these methods often introduce large c…