Analytical Characterization and Design Space Exploration for Optimization of CNNs

1 code implementation • 24 Jan 2021 • Rui Li, Yufan Xu, Aravind Sukumaran-Rajam, Atanas Rountev, P. Sadayappan

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 (CNNs).

BIG-bench Machine Learning