Designing Energy-Efficient Convolutional Neural Networks using Energy-Aware Pruning

Tien-Ju Yang, Yu-Hsin Chen, Vivienne Sze

Deep convolutional neural networks (CNNs) are indispensable to state-of-the-art computer vision algorithms. However, they are still rarely deployed on battery-powered mobile device…