Can Large Language Models Write Parallel Code?

Can Large Language Models Write Parallel Code?

23 January 2024

Joshua H. Davis

Arjun Rajaram

Papers citing "Can Large Language Models Write Parallel Code?"

9 / 9 papers shown

Title
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions K. Teranishi Harshitha Menon William F. Godoy Prasanna Balaprakash David Bau ... Swaroop Pophale Pedro Valero-Lara Jeffrey S. Vetter Samuel Williams Aaron R. Young 15 0 0 13 May 2025
MARCO: A Multi-Agent System for Optimizing HPC Code Generation Using Large Language Models Asif Rahman Veljko Cvetkovic Kathleen Reece Aidan Walters Yasir Hassan Aneesh Tummeti Bryan Torres Denise Cooney Margaret Ellis Dimitrios S. Nikolopoulos LLMAG 47 0 0 06 May 2025
Leveraging LLMs to Automate Energy-Aware Refactoring of Parallel Scientific Codes M. Dearing Yiheng Tao Xingfu Wu Z. Lan V. Taylor 24 0 0 04 May 2025
How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark Ruizhong Qiu Weiliang Will Zeng Hanghang Tong James Ezick Christopher Lott 86 15 0 20 Feb 2025
Generative AI Uses and Risks for Knowledge Workers in a Science Organization Kelly B. Wagman Matthew T. Dearing Marshini Chetty AI4CE 31 1 0 27 Jan 2025
LASSI: An LLM-based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes M. Dearing Yiheng Tao Xingfu Wu Z. Lan V. Taylor 35 3 0 30 Jun 2024
Performance-Aligned LLMs for Generating Fast Code Daniel Nichols Pranav Polasam Harshitha Menon Aniruddha Marathe T. Gamblin A. Bhatele 27 8 0 29 Apr 2024
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 202 628 0 26 Feb 2022
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 245 1,986 0 31 Dec 2020