A Survey on Compiler Autotuning using Machine Learning

A Survey on Compiler Autotuning using Machine Learning

13 January 2018

Amir H. Ashouri

Cristina Silvano

Papers citing "A Survey on Compiler Autotuning using Machine Learning"

12 / 12 papers shown

Title
On-line Policy Improvement using Monte-Carlo Search Gerald Tesauro Gregory R. Galperin 122 270 0 09 Jan 2025
FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs Yuanchang Zhou Siyu Hu Chen Wang Lin-Wang Wang Guangming Tan Weile Jia AI4CE GNN 98 0 0 30 Dec 2024
Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition Zhong Zheng Haochen Zhang Lingzhou Xue OffRL 111 2 0 10 Oct 2024
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization Jacob O. Tørring Carl Hvarfner Luigi Nardi Magnus Sjalander 80 1 0 24 Jun 2024
A Collective Knowledge workflow for collaborative research into multi-objective autotuning and machine learning techniques G. Fursin Anton Lokhmotov Dmitry Savenko E. Upton 18 14 0 19 Jan 2018
Introducing ReQuEST: an Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments T. Moreau Anton Lokhmotov G. Fursin 31 8 0 19 Jan 2018
Automatically Tuning the GCC Compiler to Optimize the Performance of Applications Running on Embedded Systems Craig Blackmore O. Ray Kerstin Eder 15 6 0 23 Feb 2017
Autotuning OpenCL Workgroup Size for Stencil Patterns Chris Cummins Pavlos Petoumenos Michel Steuwer Hugh Leather 27 27 0 08 Nov 2015
Collective Mind, Part II: Towards Performance- and Cost-Aware Software Engineering as a Natural Science G. Fursin Abdul Wahid Memon C. Guillon Anton Lokhmotov 26 14 0 20 Jun 2015
Machine Learning Based Auto-tuning for Enhanced OpenCL Performance Portability Thomas L. Falch A. Elster 38 55 0 02 Jun 2015
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 232 16,336 0 30 Apr 2014
Market-Oriented Cloud Computing: Vision, Hype, and Reality for Delivering IT Services as Computing Utilities Rajkumar Buyya Chee Shin Yeo S. Venugopal VLM 69 1,856 0 26 Aug 2008