cuInspiral: prototype gravitational waves detection pipeline fully coded on GPU using CUDA
INFN – Via Pascoli, 1 Perugia Italy
arXiv:1006.4644v1 [gr-qc] (16 Jun 2010)
@article{bosi2010cuinspiral,
title={cuInspiral: prototype gravitational waves detection pipeline fully coded on GPU using CUDA},
author={Bosi, L.B. and Tao, M. and Owhadi, H. and Marsden, J.E. and Medley, P. and Weld, D.M. and Miyake, H. and Pritchard, D.E. and Ketterle, W. and Morawetz, K. and others},
journal={Arxiv preprint arXiv:1006.4644},
year={2010}
}
In this paper we report the prototype of the first coalescing binary detection pipeline fully implemented on NVIDIA GPU hardware accelerators. The code has been embedded in a GPU library, called cuInspiral and has been developed under CUDA framework. The library contains for example a PN gravitational wave signal generator, matched filtering/FFT and detection algorithms that have been profiled and compared with the corresponding CPU code with dedicated benchmark in order to provide gain factor respect to the standard CPU implementation. In the paper we present performances and accuracy results about some of the main important elements of the pipeline, demonstrating the feasibility and the chance of obtain an impressive computing gain from these new many-core architectures in the perspective of the second and third generations of gravitational wave detectors.
October 28, 2010 by hgpu
