Neural Network Inference on Mobile SoCs

Abstract

Editor’s notes: Mobile devices are increasingly being used to run machine-learning-based applications. This article provides a quantitative evaluation of machine learning inference capabilities of the different components on mobile SoCs and explores their performance limits. -Sudeep Pasricha, Colorado State University.

Publication
IEEE Design & Test
Anuj Pathania
Anuj Pathania
Assistant Professor

Anuj Pathania is an Assistant Professor in the Parallel Computing Systems (PCS) group at the University of Amsterdam (UvA). His research focuses on the design of sustainable systems deployed in power-, thermal-, energy- and reliability-constrained environments.