LM4HPC: Towards Effective Language Model Application in High-Performance Computing

no code implementations • 26 Jun 2023 • Le Chen, Pei-Hung Lin, Tristan Vanderbruggen, Chunhua Liao, Murali Emani, Bronis de Supinski

In recent years, language models (LMs), such as GPT-4, have been widely used in multiple domains, including natural language processing, visualization, and so on.

Language Modelling

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