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The diffusion equation model has been intensively researched as a room-acoustics simulation algorithm during last years. A 3-D finite-difference implementation of this model was proposed to evaluate the propagation over time of sound field within rooms. Despite the computational saving of this model to calculate the room energy impulse response, elapsed times are still long when high spatial resolutions and/or simulations in several frequency bands are needed. In this work several data-parallel approaches of this finite-difference solution on Graphics Processing Units are proposed using a compute unified device architecture programming model. A comparison of their performance running on different models of Nvidia GPUs is carried out. In general, 2D vertical block approach running in a Tesla K20C shows the best speed-up of more than 15 times versus CPU version.
Author (s): Navarro, Juan M.;
Imbernón, Baldomero;
López, José J.;
Cecilia, José M.;
Affiliation:
UCAM - Universidad Católica San Antonio, Guadalupe (Murcia), Spain; Universitat Politcnica de Valencia, Valencia, Spain
(See document for exact affiliation information.)
AES Convention: 139
Paper Number:9359
Publication Date:
2015-10-06
Session subject:
Signal Processing
DOI:
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Navarro, Juan M.; Imbernón, Baldomero; López, José J.; Cecilia, José M.; 2015; Comparison of Parallel Computing Approaches of a Finite-Difference Implementation of the Acoustic Diffusion Equation Model [PDF]; UCAM - Universidad Católica San Antonio, Guadalupe (Murcia), Spain; Universitat Politcnica de Valencia, Valencia, Spain; Paper 9359; Available from: https://aes.org/publications/elibrary-page/?id=17917
Navarro, Juan M.; Imbernón, Baldomero; López, José J.; Cecilia, José M.; Comparison of Parallel Computing Approaches of a Finite-Difference Implementation of the Acoustic Diffusion Equation Model [PDF]; UCAM - Universidad Católica San Antonio, Guadalupe (Murcia), Spain; Universitat Politcnica de Valencia, Valencia, Spain; Paper 9359; 2015 Available: https://aes.org/publications/elibrary-page/?id=17917
@inproceedings{Navarro2015comparison,
title={{Comparison of Parallel Computing Approaches of a Finite-Difference Implementation of the Acoustic Diffusion Equation Model}},
author={Navarro, Juan M. and Imbernón, Baldomero and López, José J. and Cecilia, José M.},
year={2015},
month={oct},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 9359; AES Convention 139; October 2015},
number={9359},
organization={AES},
}
TY – paper
TI – Comparison of Parallel Computing Approaches of a Finite-Difference Implementation of the Acoustic Diffusion Equation Model
AU – Navarro, Juan M.
AU – Imbernón, Baldomero
AU – López, José J.
AU – Cecilia, José M.
PY – 2015
JO – Journal of the Audio Engineering Society
VL – 9359
Y1 – October 2015
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