ytopt: Autotuning Scientific Applications for Energy Efficiency at Large
Scales

ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales

28 March 2023

Prasanna Balaprakash

Siddhartha Jana

Papers citing "ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales"

13 / 13 papers shown

Title
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
Transfer-Learning-Based Autotuning Using Gaussian Copula Thomas Randall Jaehoon Koo B. Videau Michael Kruse Xingfu Wu P. Hovland Mary W. Hall Rong Ge Prasanna Balaprakash 45 4 0 09 Jan 2024
Bayesian Optimization for auto-tuning GPU kernels Floris-Jan Willemsen Rob van Nieuwpoort Ben van Werkhoven 38 21 0 26 Nov 2021
Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations Jaehoon Koo Prasanna Balaprakash Michael Kruse Xingfu Wu P. Hovland Mary W. Hall 58 7 0 10 May 2021
Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (extended version) Xingfu Wu Michael Kruse Prasanna Balaprakash H. Finkel P. Hovland V. Taylor Mary W. Hall 47 32 0 27 Apr 2021
libEnsemble: A Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations S. Hudson Jeffrey Larson John-Luke Navarro Stefan M. Wild 36 29 0 16 Apr 2021
Autotuning Search Space for Loop Transformations Michael Kruse H. Finkel Xingfu Wu 24 9 0 13 Oct 2020
Toward an End-to-End Auto-tuning Framework in HPC PowerStack Xingfu Wu Aniruddha Marathe Siddhartha Jana O. Vysocky Jophin John Andrea Bartolini L. Ríha Michael Gerndt V. Taylor Sridutt Bhalachandra 28 11 0 14 Aug 2020
ProTuner: Tuning Programs with Monte Carlo Tree Search Ameer Haj-Ali Hasan Genç Qijing Huang William S. Moses J. Wawrzynek Krste Asanović Ion Stoica 46 24 0 27 May 2020
BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Joshua Marben Philip Muller Frank Hutter 30 41 0 16 Aug 2019
A Survey on Compiler Autotuning using Machine Learning Amir H. Ashouri W. Killian John Cavazos G. Palermo Cristina Silvano 63 201 0 13 Jan 2018
CLTune: A Generic Auto-Tuner for OpenCL Kernels C. Nugteren V. Codreanu 52 118 0 19 Mar 2017
Towards Autotuning of OpenMP Applications on Multicore Architectures Jakub Katarzynski M. Cytowski 41 7 0 16 Jan 2014