Operation-Aware Soft Channel Pruning using Differentiable Masks

Minsoo Kang, Bohyung Han

Abstract: We propose a simple but effective data-driven channel pruning algorithm, which compresses deep neural networks in a differentiable way by exploiting the characteristics of operations. The proposed ...