Using GPU matrix vector multiplication for computing Walsh spectra

Bikov, Dusan and Stojanova, Aleksandra (2015) Using GPU matrix vector multiplication for computing Walsh spectra. In: ETAI 2015, 24-26 Sept 2015, Ohrid, Macedonia.

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Abstract

This paper discusses different approaches for computing the Walsh spectra on graphics processor unite (GPU) using CUDA C. Here we present the results from several experiments that evaluate the performance of NVIDIA processors, implementing on two GPU with different performances. The conclusions from experiments made indicate what speed-ups can be expected, when instead of standard CPUs, accelerators in the form of presented GPUs are used, for considered computational kernels.

Item Type: Conference or Workshop Item (Paper)
Subjects: Natural sciences > Computer and information sciences
Engineering and Technology > Electrical engineering, electronic engineering, information engineering
Divisions: Faculty of Computer Science
Depositing User: Aleksandra Stojanova
Date Deposited: 21 Jun 2017 11:27
Last Modified: 21 Jun 2017 11:27
URI: http://eprints.ugd.edu.mk/id/eprint/17992

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