Supersonic: Learning to Generate Source Code Optimizations in C/C++

26 September 2023

Papers citing "Supersonic: Learning to Generate Source Code Optimizations in C/C++"

12 / 12 papers shown

Title
Can We Make Code Green? Understanding Trade-Offs in LLMs vs. Human Code Optimizations Pooja Rani Jan-Andrea Bard June Sallou Alexander Boll Timo Kehrer Alberto Bacchelli 79 0 0 26 Mar 2025
Investigating Execution-Aware Language Models for Code Optimization Federico Di Menna Luca Traini Gabriele Bavota Vittorio Cortellessa 61 0 0 11 Mar 2025
Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs Chris Cummins Volker Seeker Jordi Armengol-Estapé Aram H. Markosyan Gabriel Synnaeve Hugh Leather 24 2 0 11 Oct 2024
Search-Based LLMs for Code Optimization Shuzheng Gao Cuiyun Gao Wenchao Gu Michael Lyu 34 8 0 22 Aug 2024
A Performance Study of LLM-Generated Code on Leetcode Tristan Coignion Clément Quinton Romain Rouvoy 48 26 0 31 Jul 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,754 0 07 Apr 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Chenyu You Guosheng Lin 246 1,492 0 02 Sep 2021
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 88 56 0 23 Mar 2020
Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation Byung Hoon Ahn Prannoy Pilligundla Amir Yazdanbakhsh H. Esmaeilzadeh ODL 61 80 0 23 Jan 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 264 4,489 0 23 Jan 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016