Enhancing Autotuning Capability with a History Database

Author:

Cho Younghyun1,Demmel James W.1,Li Xiaoye S.2,Liu Yang2,Luo Hengrui2

Affiliation:

1. University of California, Berkeley,Department of Electrical Engineering and Computer Sciences,Berkeley,CA,USA

2. Lawrence Berkeley National Laboratory,Computational Research Division,Berkeley,CA,USA

Funder

National Nuclear Security Administration

Publisher

IEEE

Reference18 articles.

1. Collective knowledge: Organizing Research Projects as a Database of Reusable Components and Portable Workflows with Common APIs;fursin;ArXiv Preprint,2020

2. Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization

3. Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

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1. FAIR Sharing of Data in Autotuning Research (Vision Paper);Companion of the 15th ACM/SPEC International Conference on Performance Engineering;2024-05-07

2. Harnessing the Crowd for Autotuning High-Performance Computing Applications;2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS);2023-05

3. ML-based Performance Portability for Time-Dependent Density Functional Theory in HPC Environments;2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS);2022-11

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