HPC-Coder: Modeling Parallel Programs using Large Language Models

29 June 2023

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

8 / 8 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 27 7 0 29 Apr 2024
Can we learn from developer mistakes? Learning to localize and repair real bugs from real bug fixes Cedric Richter Heike Wehrheim 19 8 0 01 Jul 2022
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 151 309 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 202 624 0 26 Feb 2022
A Survey and Empirical Evaluation of Parallel Deep Learning Frameworks Daniel Nichols Siddharth Singh Shuqing Lin A. Bhatele OOD 16 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 160 413 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 245 1,977 0 31 Dec 2020