Analytical Characterization and Design Space Exploration for Optimization of CNNs

Rui Li, Yufan Xu, Aravind Sukumaran-Rajam +2

Moving data through the memory hierarchy is a fundamental bottleneck that can limit the performance of core algorithms of machine learning, such as convolutional neural networks (C…