Performance Evaluation of a Recognition System on the VLIW Architecture by the Example of the Elbrus Platform

This paper overviews modern computing devices based on the Elbrus VLIW architecture and presents experimental results for the performance evaluation of the Smart IDReader document recognition system on these devices. Methods for speeding up the recognition system on the Elbrus platform are described...

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Bibliographic Details
Published in:Programming and computer software 2019, Vol.45 (1), p.12-17
Main Authors: Limonova, E. E., Bocharov, N. A., Paramonov, N. B., Bogdanov, D. S., Arlazarov, V. V., Slavin, O. A., Nikolaev, D. P.
Format: Article
Language:English
Subjects:
Algorithms
Artificial Intelligence
Computer architecture
Computer Science
Data processing
Libraries
Microprocessors
Neural networks
Operating Systems
Performance evaluation
Recognition
Software
Software Engineering
Software Engineering/Programming and Operating Systems
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Summary:This paper overviews modern computing devices based on the Elbrus VLIW architecture and presents experimental results for the performance evaluation of the Smart IDReader document recognition system on these devices. Methods for speeding up the recognition system on the Elbrus platform are described, experimental estimates of the speedup improvements are presented, and the performance of various devices based on Elbrus processors is compared.
ISSN:0361-7688
1608-3261
DOI:10.1134/S0361768819010055