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GPU has a significantly higher performance in single-precision computing than that of double precision.
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Strzodka, Robert and Goddeke, Dominik,Pipelined Mixed Precision Algorithms on FPGAs for Fast and Accurate PDE Solvers from Low Precision Components, Proceedings of the 14th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, 259-270, 2006
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Hyung-Jin Kim, Weonjong Lee, Multi GPU Performance of Conjugate Gradient Algorithm with Staggered Fermions. PoS(Lattice 2010) 028
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Nvidia Corporation, “NVIDIA CUDA programming Guide”, 2010, http ://developer.download.nvidia.com/compute/cuda/3_2/toolkit/docs/CUDA_C_Programming_Guide.pdf
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Cited in the paper.
M.A. Clark, R. Babich, K. Barros, R.C. Brower, C. Rebbi, “Solving lattice QCD systems of equations using mixed precision solvers on GPUs”, Computer Physics Communication, 182 (2010), 1517-1528
2010
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2011
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2011
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