Improved vectorization of OpenCV algorithms for RISC-V CPUs

V. D. Volokitin, E. P. Vasiliev, E. A. Kozinov, V. D. Kustikova, A. V. Liniov +3 more
9/19/2023
cs.DCcs.CVcs.PF

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Abstract

The development of an open and free RISC-V architecture is of great interest for a wide range of areas, including high-performance computing and numerical simulation in mathematics, physics, chemistry and other problem domains. In this paper, we discuss the possibilities of accelerating computations on available RISC-V processors by improving the vectorization of several computer vision and machine learning algorithms in the widely used OpenCV library. It is shown that improved vectorization speeds up computations on existing prototypes of RISC-V devices by tens of percent.

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Cite this paper

@article{volokitin2023improved,
  title  = {Improved vectorization of OpenCV algorithms for RISC-V CPUs},
  author = {V. D. Volokitin and E. P. Vasiliev and E. A. Kozinov and V. D. Kustikova and A. V. Liniov and Y. A. Rodimkov and A. V. Sysoyev and I. B. Meyerov},
  year   = {2023},
  eprint = {2311.12808},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2311.12808v1}
}

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