Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems

no code implementations • 15 Mar 2023 • Giorgis Georgakoudis, Konstantinos Parasyris, Chunhua Liao, David Beckingsale, Todd Gamblin, Bronis de Supinski

To address those challenges, this paper proposes new extensions to OpenMP for autonomous, machine learning-driven adaptation.

Code Generation

A Case Study of LLVM-Based Analysis for Optimizing SIMD Code Generation

no code implementations • 27 Jun 2021 • Joseph Huber, Weile Wei, Giorgis Georgakoudis, Johannes Doerfert, Oscar Hernandez

This paper presents a methodology for using LLVM-based tools to tune the DCA++ (dynamical clusterapproximation) application that targets the new ARM A64FX processor.

Code Generation