Large Language Models for Compiler Optimization

Large Language Models for Compiler Optimization

11 September 2023

Mostafa Elhoushi

Baptiste Roziere

Fabian Gloeckle

Kim M. Hazelwood

Gabriel Synnaeve

Papers citing "Large Language Models for Compiler Optimization"

8 / 8 papers shown

Title
Bringing Structure to Naturalness: On the Naturalness of ASTs Profir-Petru Pârţachi Mahito Sugiyama 23 0 0 11 Apr 2025
Data-efficient Performance Modeling via Pre-training Chunting Liu Riyadh Baghdadi 37 0 0 24 Jan 2025
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey Junqiao Wang Zeng Zhang Yangfan He Yuyang Song Tianyu Shi ... Hengyuan Xu Kunyu Wu Guangwu Qian Qiuwu Chen Lewei He 38 8 0 03 Jan 2025
Limits for Learning with Language Models Nicholas M. Asher Swarnadeep Bhar Akshay Chaturvedi Julie Hunter Soumya Paul 19 21 0 21 Jun 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 201 1,451 0 02 Sep 2021
MLGO: a Machine Learning Guided Compiler Optimizations Framework Mircea Trofin Yundi Qian E. Brevdo Zinan Lin K. Choromanski D. Li 33 62 0 13 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 242 1,977 0 31 Dec 2020