HPC-Coder: Modeling Parallel Programs using Large Language Models

HPC-Coder: Modeling Parallel Programs using Large Language Models

29 June 2023

Aniruddha Marathe

Harshitha Menon

Papers citing "HPC-Coder: Modeling Parallel Programs using Large Language Models"

10 / 10 papers shown

Title
Can Large Language Models Predict Parallel Code Performance? Gregory Bolet Giorgis Georgakoudis Harshitha Menon K. Parasyris N. Hasabnis Hayden Estes Kirk W. Cameron Gal Oren 31 0 0 06 May 2025
Performance-Aligned LLMs for Generating Fast Code Daniel Nichols Pranav Polasam Harshitha Menon Aniruddha Marathe T. Gamblin A. Bhatele 37 8 0 29 Apr 2024
The Landscape and Challenges of HPC Research and LLMs Le Chen Nesreen K. Ahmed Akashnil Dutta Arijit Bhattacharjee Sixing Yu ... Vy A. Vo J. P. Muñoz Ted Willke Tim Mattson Ali Jannesari AI4CE 48 20 0 03 Feb 2024
OMPGPT: A Generative Pre-trained Transformer Model for OpenMP Le Chen Arijit Bhattacharjee Nesreen Ahmed N. Hasabnis Gal Oren Vy A. Vo Ali Jannesari VLM 31 11 0 28 Jan 2024
Can we learn from developer mistakes? Learning to localize and repair real bugs from real bug fixes Cedric Richter Heike Wehrheim 27 8 0 01 Jul 2022
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 169 212 0 30 Jun 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 204 633 0 26 Feb 2022
A Survey and Empirical Evaluation of Parallel Deep Learning Frameworks Daniel Nichols Siddharth Singh Shuqing Lin A. Bhatele OOD 27 9 0 09 Nov 2021
ZeRO-Offload: Democratizing Billion-Scale Model Training Jie Ren Samyam Rajbhandari Reza Yazdani Aminabadi Olatunji Ruwase Shuangyang Yang Minjia Zhang Dong Li Yuxiong He MoE 177 417 0 18 Jan 2021
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 282 2,007 0 31 Dec 2020