BaCO: A Fast and Portable Bayesian Compiler Optimization Framework

Author:

Hellsten Erik Orm1ORCID,Souza Artur2ORCID,Lenfers Johannes3ORCID,Lacouture Rubens4ORCID,Hsu Olivia5ORCID,Ejjeh Adel6ORCID,Kjolstad Fredrik5ORCID,Steuwer Michel7ORCID,Olukotun Kunle5ORCID,Nardi Luigi8ORCID

Affiliation:

1. Lund University, Lund, Sweden

2. Federal University of Minas Gerais, Belo Horizonte, Brazil

3. University of Münster, Münster, Germany

4. Stanford University, San Francisco, USA

5. Stanford University, San Francisco, United States of America

6. University of Illinois at Urbana-Champaign, Illinois, United States of America

7. University of Edinburgh, Edinburgh, Scotland Uk

8. Lund University - Stanford University, Lund, Sweden

Publisher

ACM

Reference65 articles.

1. Proteas-tune. https://www.ornl.gov/project/proteas-tune. Accessed: 2022-10-18.

2. Jason Ansel, Shoaib Kamil, Kalyan Veeramachaneni, Jonathan Ragan-Kelley, Jeffrey Bosboom, Una-May O'Reilly, and Saman Amarasinghe. OpenTuner: An extensible framework for program autotuning. In International Conference on Parallel Architectures and Compilation Techniques (PACT), 2014.

3. The GPyOpt authors. GPyOpt: A bayesian optimization framework in python. http://github.com/SheffieldML/GPyOpt 2016.

4. Autotuning in High-Performance Computing Applications

5. Autotuning high-level synthesis for FPGAs using OpenTuner and LegUp

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