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Accelerating COBAYA3 on multi-core CPU and GPU systems using PARALUTION
KIT, Inst Neutron Phys & Reactor Technol INR, Hermann von Helmholtz Pl 1,Geb 521, D-76344 Eggenstein Leopoldshafen, Germany..
KIT, Inst Neutron Phys & Reactor Technol INR, Hermann von Helmholtz Pl 1,Geb 521, D-76344 Eggenstein Leopoldshafen, Germany..
Uppsala universitet, Teknisk-naturvetenskapliga vetenskapsområdet, Matematisk-datavetenskapliga sektionen, Institutionen för informationsteknologi, Tillämpad beräkningsvetenskap. Uppsala Univ, Dept Informat Technol, Div Sci Comp, Lagerhyddsvagen 2, S-75237 Uppsala, Sweden..
KIT, Inst Neutron Phys & Reactor Technol INR, Hermann von Helmholtz Pl 1,Geb 521, D-76344 Eggenstein Leopoldshafen, Germany..
2016 (Engelska)Ingår i: SNA + MC 2013 - Joint International Conference On Supercomputing In Nuclear Applications + Monte Carlo / [ed] Caruge, D Calvin, C Diop, CM Malvagi, F Trama, JC, 2016, artikel-id UNSP 04108Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

COBAYA3 is a multi-physics system of codes which includes two 3D multi-group neutron diffusion codes, ANDES and COBAYA3-PBP, coupled with COBRA-TF, COBRA-IIIc and SUBCHANFLOW sub-channel thermal-hydraulic codes, for the simulation of LWR core transients. The 3D multi-group neutron diffusion equations are expressed in terms of a sparse linear system which can be solved using different iterative Krylov subspace solvers. The mathematical SPARSKIT library has been used for these purposes as it implements among others, external GMRES, PGMRES and BiCGStab solvers. Multi-core CPUs and graphical processing units (GPUs) provide high performance capabilities which are able to accelerate many scientific computations. To take advantage of these new hardware features in daily use computer codes, the integration of the PARALUTION library to solve sparse systems of linear equations is a good choice. It features several types of iterative solvers and preconditioners which can run on both multi-core CPUs and GPU devices without any modification from the interface point of view. This feature is due to the great portability obtained by the modular and flexible design of the library. By exploring this technology, namely the implementation of the PARALUTION library in COBAYA3, we are able to decrease the solution time of the sparse linear systems by a factor 5.15x on GPU and 2.56x on multi-core CPU using standard hardware. These obtained speedup factors in addition to the implementation details are discussed in this paper.

Ort, förlag, år, upplaga, sidor
2016. artikel-id UNSP 04108
Nyckelord [en]
COBAYA3, diffusion approximation, PARALUTION, acceleration, parallelization, multi-core, GPUs
Nationell ämneskategori
Beräkningsmatematik
Identifikatorer
URN: urn:nbn:se:uu:diva-346203DOI: 10.1051/sname/201404108ISI: 000408930200137OAI: oai:DiVA.org:uu-346203DiVA, id: diva2:1190783
Konferens
Joint 8th International Conference on Supercomputing in Nuclear Applications (SNA) / 4th Monte Carlo Meeting (MC), OCT 27-31, 2013, Paris, FRANCE
Tillgänglig från: 2018-03-15 Skapad: 2018-03-15 Senast uppdaterad: 2018-03-15Bibliografiskt granskad

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