Machine Learning in Compiler Optimisation

9 May 2018

Papers citing "Machine Learning in Compiler Optimisation"

7 / 7 papers shown

Title
Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems Giorgis Georgakoudis K. Parasyris C. Liao D. Beckingsale T. Gamblin B. D. Supinski 13 1 0 15 Mar 2023
Optimizing LLVM Pass Sequences with Shackleton: A Linear Genetic Programming Framework H. Peeler Shuyue Stella Li A. Sloss Kenneth N. Reid Yuan Yuan W. Banzhaf 18 10 0 31 Jan 2022
Dynamic GPU Energy Optimization for Machine Learning Training Workloads Farui Wang Weizhe Zhang Shichao Lai Meng Hao Zheng Wang 14 29 0 05 Jan 2022
ProTuner: Tuning Programs with Monte Carlo Tree Search Ameer Haj-Ali Hasan Genç Qijing Huang William S. Moses J. Wawrzynek Krste Asanović Ion Stoica 15 21 0 27 May 2020
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning Qijing Huang Ameer Haj-Ali William S. Moses J. Xiang Ion Stoica Krste Asanović J. Wawrzynek 8 55 0 02 Mar 2020
NeuroVectorizer: End-to-End Vectorization with Deep Reinforcement Learning Ameer Haj-Ali Nesreen Ahmed Theodore L. Willke Sophia Shao Krste Asanović Ion Stoica 9 101 0 20 Sep 2019
AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning Ameer Haj-Ali Qijing Huang William S. Moses J. Xiang Ion Stoica Krste Asanović J. Wawrzynek 8 36 0 15 Jan 2019