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Title:
UPORABA GRAFIČNE PROCESNE ENOTE ZA NUMERIČNO INTENZIVNE ALGORITME
Authors:
ID
Ferk, Lenart
(
Author
)
ID
Novak, Bojan
(
Mentor
)
More about this mentor...
Files:
VS_Ferk_Lenart_2011.pdf
(2,40 MB)
MD5: ABA8772C39AD7F6A7F8E2BA9D4FF1912
PID:
20.500.12556/dkum/506f6c57-a481-4a80-b3ff-ca8cd1fd06d5
Language:
Slovenian
Work type:
Bachelor thesis/paper
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
Grafična procesna enota se je v zadnjih letih razvila iz preprostega procesorja v ekstremno zmogljiv paralelni procesor. Zmogljivost grafične procesne enote lahko poleg grafične obdelave izkoristimo za reševanje zahtevnih in numerično intenzivnih algoritmov. V diplomskem delu je predstavljena arhitektura CUDA in programski jeziki za programiranje grafičnih procesorjev. Za primerjavo zmogljivosti in učinkovitosti grafičnih procesnih enot je predstavljena primerjava med izvajanjem numerično intenzivnega algoritma na grafični procesni enoti in izvajanje istega algoritma na centralni procesni enoti.
Keywords:
grafične procesne enote
,
CUDA
,
centralne procesne enote
,
matrično množenje
Place of publishing:
Maribor
Publisher:
[L. Ferk]
Year of publishing:
2011
PID:
20.500.12556/DKUM-19930
UDC:
004.42:[659.2:004](043.2)
COBISS.SI-ID:
15565078
NUK URN:
URN:SI:UM:DK:UQR68TKF
Publication date in DKUM:
16.09.2011
Views:
2912
Downloads:
403
Metadata:
Categories:
KTFMB - FERI
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Secondary language
Language:
English
Title:
GRAPHICS PROCESSING UNITS APPLIED TO EXECUTING INTENSIVE NUMERICAL ALGORITHMS
Abstract:
In the last few years the graphics processing unit has developed from a simple processor into an extremely powerful parallel processor. The performance of a graphics processing unit can be put to good use to do graphics work as well as to solve difficult and numeric intensive algorithms. The following diploma dissertation presents the CUDA architecture and program languages for programming graphics processors. To compare the performance and the efficiency of graphics processing units, I made a comparison of executing numerical intensive algorithms on a graphics processing unit and executing the same algorithms on a central processing unit.
Keywords:
graphics processing units
,
CUDA
,
central processing units
,
matrix multiplication
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