Bc. Filip Petrovič

Bachelor's thesis

Autotuning OpenCL implementace výpočtu mapy elektrostatického potenciálu

Autotuning of the OpenCL implementation of electrostatic potential computation
Abstract:
The goal of this thesis is optimization of an algorithm for electrostatic potential maps computation by using a method called autotuning. The actual content of thesis consists of port of an existing implementation from CUDA API to OpenCL, identification and description of parameters which affect performance of the computation and adjustment of source code in order to allow automatic modification of …more
Abstract:
Táto práca sa zaoberá optimalizáciou algoritmu pre výpočet mapy elektrostatického potenciálu pomocou metódy nazývanej autotuning. Samotný obsah práce sa skladá z prenosu existujúcej implementácie algoritmu z rozhrania CUDA do OpenCL, ďalej identifikácie a popisu parametrov, ktoré majú vplyv na rýchlosť výpočtu a úpravy kódu tak, aby bolo možné tieto parametre automaticky meniť a nájsť tak najrýchlejšiu …more
 

Keywords

autotuning OpenCL kernel tuner akcelerácia výpočtu optimalizácia
 
Language used: Slovak
Date on which the thesis was submitted / produced: 18. 5. 2016
Identifier: https://is.muni.cz/th/xg7xh/

Thesis defence

  • Date of defence: 21. 6. 2016
  • Supervisor: RNDr. Jiří Filipovič, Ph.D.
  • Reader: Mgr. Aleš Křenek, 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

Bachelor programme / field:
Informatics / Parallel and Distributed Systems

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