LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

18 March 2024

Massinissa Merouani

Khaled Afif Boudaoud

Iheb Nassim Aouadj

Nassim Tchoulak

Islam Kara Bernou

Hamza Benyamina

Riyadh Baghdadi

Papers citing "LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers"

10 / 10 papers shown

Title
Data-efficient Performance Modeling via Pre-training Chunting Liu Riyadh Baghdadi 118 1 0 24 Jan 2025
A Deep Learning Based Cost Model for Automatic Code Optimization Riyadh Baghdadi Massinissa Merouani Mohamed-Hicham Leghettas K. Abdous T. Arbaoui K. Benatchba Saman P. Amarasinghe 64 71 0 11 Apr 2021
Ansor: Generating High-Performance Tensor Programs for Deep Learning Lianmin Zheng Chengfan Jia Minmin Sun Zhao Wu Cody Hao Yu ... Jun Yang Danyang Zhuo Koushik Sen Joseph E. Gonzalez Ion Stoica 126 395 0 11 Jun 2020
TIRAMISU: A Polyhedral Compiler for Dense and Sparse Deep Learning Riyadh Baghdadi Abdelkader Nadir Debbagh K. Abdous Fatima-Zohra Benhamida Alex Renda Jonathan Frankle Michael Carbin Saman P. Amarasinghe 43 17 0 07 May 2020
Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks Charith Mendis Alex Renda Saman P. Amarasinghe Michael Carbin 37 153 0 21 Aug 2018
Learning to Optimize Tensor Programs Tianqi Chen Lianmin Zheng Eddie Q. Yan Ziheng Jiang T. Moreau Luis Ceze Carlos Guestrin Arvind Krishnamurthy 66 401 0 21 May 2018
Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code Riyadh Baghdadi Jessica Ray Malek Ben Romdhane Emanuele Del Sozzo Abdurrahman Akkas Yunming Zhang Patricia Suriana Shoaib Kamil Saman P. Amarasinghe 42 257 0 27 Apr 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 69 434 0 13 Feb 2018
PENCIL: Towards a Platform-Neutral Compute Intermediate Language for DSLs Riyadh Baghdadi Albert Cohen S. Guelton Sven Verdoolaege Jun Inoue ... Alexey Kravets Anton Lokhmotov C. Nugteren Fraser Waters Alastair F. Donaldson 91 19 0 22 Feb 2013
The Potential of Synergistic Static, Dynamic and Speculative Loop Nest Optimizations for Automatic Parallelization Riyadh Baghdadi Albert Cohen Cédric Bastoul L. Pouchet Lawrence Rauchwerger 51 7 0 29 Nov 2011