Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition

Lucas Liebenwein, Alaa Maalouf, Oren Gal +2

We present a novel global compression framework for deep neural networks that automatically analyzes each layer to identify the optimal per-layer compression ratio, while simultane…