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Acceleration of a QM/MM-QMC simulation using GPU

โœ Scribed by Yutaka Uejima; Tomoharu Terashima; Ryo Maezono


Book ID
102306128
Publisher
John Wiley and Sons
Year
2011
Tongue
English
Weight
233 KB
Volume
32
Category
Article
ISSN
0192-8651

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โœฆ Synopsis


Abstract

We accelerated an ab initio molecular QMC calculation by using GPGPU. Only the bottleโ€neck part of the calculation is replaced by CUDA subroutine and performed on GPU. The performance on a (single core CPU + GPU) is compared with that on a (single core CPU with double precision), getting 23.6 (11.0) times faster calculations in single (double) precision treatments on GPU. The energy deviation caused by the single precision treatment was found to be within the accuracy required in the calculation, โˆผ10^โˆ’5^ hartree. The accelerated computational nodes mounting GPU are combined to form a hybrid MPI cluster on which we confirmed the performance linearly scales to the number of nodes. ยฉ 2011 Wiley Periodicals, Inc. J Comput Chem, 2011


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