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A GPU-based singular value decomposition algorithm

In this research paper we present an implementation of a singular value decomposition algorithm designed specifically for the graphics processing unit. It consists of two parts: orthogonal matrix decomposition and matrix diagonalization. Presented an implementation of bidiagonalization algorithm whe...

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Bibliographic Details
Published in:PROBLEMS IN PROGRAMMING
Date:2023
Issue:1
Pages:30-37
ISSN:1727-4907
Author Affiliations:
  • S.S. Sukharskyi — Institute of Software Systems NAS of Ukraine
Keywords:алгоритм хаусхолдера, сингулярний розклад, алгоритм ґівенса, обчислення на gpu, jcuda, обчислення на графічному процесорі, обчислювальний алгоритм, cuda, сингулярні числа, обчислення загального призначення на графічних процесорах
Main Author: Sukharskyi, S.S.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2023
Subjects:
singular value decomposition
Householder algorithm
Givens algorithm
GPU computations
jCUDA
UDC 004.415.2
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/556
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Journal Title:Problems in programming
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Problems in programming

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https://pp.isofts.kiev.ua/index.php/ojs1/article/view/556

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