Application of graphics processing units to search pipelines for gravitational waves from coalescing binaries of compact objects

We report a novel application of a graphics processing unit (GPU) for the purpose of accelerating the search pipelines for gravitational waves from coalescing binaries of compact objects. A speed-up of 16-fold in total has been achieved with an NVIDIA GeForce 8800 Ultra GPU card compared with one core of a 2.5 GHz Intel Q9300 central processing unit (CPU). We show that substantial improvements are possible and discuss the reduction in CPU count required for the detection of inspiral sources afforded by the use of GPUs.

[1]  Luc Blanchet,et al.  Gravitational waveforms from inspiralling compact binaries to second-post-Newtonian order , 1996, gr-qc/9602024.

[2]  Joshua A. Anderson,et al.  General purpose molecular dynamics simulations fully implemented on graphics processing units , 2008, J. Comput. Phys..

[3]  Robert G. Belleman,et al.  High Performance Direct Gravitational N-body Simulations on Graphics Processing Units , 2007, ArXiv.

[4]  B. S. Sathyaprakash,et al.  A Comparison of search templates for gravitational waves from binary inspiral , 2001 .

[5]  SEARCHING FOR GRAVITATIONAL WAVES FROM INSPIRALING COMPACT BINARIES USING TAMA300 DATA , 2000 .

[6]  S. Hughes Gravitational Waves from Merging Compact Binaries , 2009, 0903.4877.

[7]  Martin M. Fejer,et al.  Analysis of LIGO data for gravitational waves from binary neutron stars , 2004 .

[8]  Sathyaprakash,et al.  Choice of filters for the detection of gravitational waves from coalescing binaries. II. Detection in colored noise. , 1992, Physical review. D, Particles and fields.

[9]  A Comparison of search templates for gravitational waves from binary inspiral , 2001 .

[10]  B. S. Sathyaprakash,et al.  Searching for gravitational waves from binary inspirals with LIGO , 2004, 0705.1572.

[11]  J. Smith,et al.  The path to the enhanced and advanced LIGO gravitational-wave detectors , 2009, 0902.0381.

[12]  Gravitational waves from inspiraling binary black holes , 2002, gr-qc/0203030.

[13]  Bruce Allen χ2 time-frequency discriminator for gravitational wave detection , 2005 .

[14]  Finn Detection, measurement, and gravitational radiation. , 1992, Physical review. D, Particles and fields.

[15]  T. Damour,et al.  Erratum: Comparison of search templates for gravitational waves from binary inspiral [Phys. Rev. D 63, 044023 (2001)] , 2005 .

[16]  Lister Staveley-Smith,et al.  GPU accelerated radio astronomy signal convolution , 2008 .

[17]  Takahiro Tanaka,et al.  First search for gravitational waves from inspiraling compact binaries using TAMA300 data , 2001 .

[18]  et al,et al.  Search for Gravitational Waves from Low Mass Binary Coalescences in the First Year of Ligo's S5 Data , 2022 .

[19]  B. Owen,et al.  Matched filtering of gravitational waves from inspiraling compact binaries: Computational cost and template placement , 1998, gr-qc/9808076.