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Implementation of Variable Preconditioned GCR with mixed precision on GPU using CUDA

Soichiro Ikuno, Norihisa Fujita, Susumu Yamamoto, Susumu Nakata
Tokyo University of Technology, Hachioji, Japan
14th Biennial IEEE Conference on Electromagnetic Field Computation (CEFC), 2010

@conference{ikuno2010implementation,

   title={Implementation of Variable Preconditioned GCR with mixed precision on GPU using CUDA},

   author={Ikuno, S. and Fujita, N. and Yamamoto, S. and Nakata, S.},

   booktitle={Electromagnetic Field Computation (CEFC), 2010 14th Biennial IEEE Conference on},

   pages={1},

   year={2010},

   organization={IEEE}

}

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The Variable Preconditioned GVR (VPGCR) with mixed precision on Graphics Processing Unit (GPU) using Compute Unified Device Architecture (CUDA) is numerically investigated. The convergence theorem of VPGCR is guaranteed that the residual equation for the preconditioned procedure can be solved in the range of single precision operation. The results of computations show that VPGCR with mixed precision operation on GPU demonstrated significant achievement than that of CPU. Especially, VPGCR on GPU with mixed precision operation is 22.53 times faster than that of Central Processing Unit (CPU).
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