Compression-aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations

Yu-Shan Tai, Chieh-Fang Teng, Cheng-Yang Chang +1

Convolutional neural networks (CNNs) achieve remarkable performance in a wide range of fields. However, intensive memory access of activations introduces considerable energy consum…