Physics – High Energy Physics – High Energy Physics - Lattice
Scientific paper
2011-01-02
PoS LAT2010:030,2010
Physics
High Energy Physics
High Energy Physics - Lattice
7 pages, talk presented at The XXVIII International Symposium on Lattice Field Theory, Lattice 2010, June 14-19, 2010, Villasi
Scientific paper
We present the first GPU-based conjugate gradient (CG) solver for lattice QCD with domain-wall fermions (DWF). It is well-known that CG is the most time-consuming part in the Hybrid Monte Carlo simulation of unquenched lattice QCD, which becomes even more computational demanding for lattice QCD with exact chiral symmetry. We have designed a CG solver for the general 5-dimensional DWF operator on NVIDIA CUDA architecture with mixed-precision, using the defect correction as well as the reliable updates algorithms. We optimize our computation by even-odd preconditioning in the 4D space-time lattice, plus several innovative techniques for CUDA kernels. For NVIDIA GeForce GTX 285/480, our CG solver attains 180/233 Gflops (sustained).
Chiu Ting-Wai
Hsieh Tung-Han
Mao Yao-Yuan
Ogawa Kenji
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