Auto-tuning vybraných výpočetních kernelů – Bc. Richard Trembecký
Bc. Richard Trembecký
Master's thesis
Auto-tuning vybraných výpočetních kernelů
Auto-tuning of Selected Computing Kernels
Abstract:
Práca sa zameriava na nasadenie autotuningu na troch vybraných OpenCL kerneloch, demonštráciu ich výkonu na rozličnom hardware a analýzu vplyvu jednotlivých tuniacich parametrov na výkon kernelov.Abstract:
This thesis is about auto-tuning three OpenCL kernel compositions from the PolyBench suite. The kernels are first analyzed for possible optimizations; then they are modified with tunable parameters accordingly. At last, a host code using the KTT auto-tuning framework is added. The thesis then presents the results of the auto-tuning on several GPU devices with different hardware architectures and analyzes …more
Language used: English
Date on which the thesis was submitted / produced: 13. 12. 2018
Identifier:
https://is.muni.cz/th/e0qiy/
Thesis defence
- Date of defence: 5. 2. 2019
- Supervisor: RNDr. Jiří Filipovič, Ph.D.
- Reader: Ing. Jana Hozzová, Ph.D.
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsMaster programme / field:
Applied Informatics / Applied Informatics
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