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Pregled bibliografske jedinice broj: 653622

Comparison of General Purpose Graphic Processor Units as a Substitution for Traditional Processors


Matić, Tomislav; Žulj, Milijana; Hocenski, Željko
Comparison of General Purpose Graphic Processor Units as a Substitution for Traditional Processors // SIP 2012 Conference Proceedings / Ildiko Horvath (ur.).
Pecs, Hungary: University of Pécs Pollack Mihály Faculty of Engineering and Information Technology, 2012. str. 109-114 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Comparison of General Purpose Graphic Processor Units as a Substitution for Traditional Processors

Autori
Matić, Tomislav ; Žulj, Milijana ; Hocenski, Željko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
SIP 2012 Conference Proceedings / Ildiko Horvath - Pecs, Hungary : University of Pécs Pollack Mihály Faculty of Engineering and Information Technology, 2012, 109-114

ISBN
978-963-7298-53-0

Skup
Sience in Practice 2012

Mjesto i datum
Pečuh, Mađarska, 29-30.10.2012

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
GPGPU; CUDA; ATI Stream; CPU; GPU; OpenCL

Sažetak
This paper describes two leading general purpose GPU (Graphics Processing Unit) computing technologies, ATI Stream and NVIDIA CUDA (Compute Unified Device Architecture) platforms which use GPU as parallel compute device. Programming tools, CUDA C and OpenCL (Open computer Language) allow to demonstrate the usage of the GPU as a parallel computing device on a simple vector multiplication algorithm. Results of several experiments, executed by NVIDIA Geforce 9800 GT and ATI Radeon HD 4650 GPU, show that NVIDIA gives better results. It is necessary to take into account that GPGPU is still new and evolving concept, as well as the fact that looking at specifications and price of both graphics cards, Geforce 9800 GT GPU is better than ATI Radeon HD 4650, in terms of GPGPU computing. GPGPU graphics cards are important in scientific calculations, in computationally – intensive applications, because this kind of applications can use all of their parallel power and acceleration.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
165-0361621-2000 - Distribuirano računalno upravljanje u transportu i industrijskim pogonima (Željko Hocenski, )
165-0362980-2002 - Postupci raspoređivanja u samoodrživim raspodijeljenim računalnim sustavima (Goran Martinović, )

Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek