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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
 

Keywords

GPU high performance computing KTT OpenCL performance tuning auto-tuning
 
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.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Applied Informatics / Applied Informatics

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