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Quantum supercharger library: hyper-parallelism of the Hartree-Fock method.
- Source :
-
Journal of computational chemistry [J Comput Chem] 2015 Jul 05; Vol. 36 (18), pp. 1399-409. Date of Electronic Publication: 2015 May 14. - Publication Year :
- 2015
-
Abstract
- We present here a set of algorithms that completely rewrites the Hartree-Fock (HF) computations common to many legacy electronic structure packages (such as GAMESS-US, GAMESS-UK, and NWChem) into a massively parallel compute scheme that takes advantage of hardware accelerators such as Graphical Processing Units (GPUs). The HF compute algorithm is core to a library of routines that we name the Quantum Supercharger Library (QSL). We briefly evaluate the QSL's performance and report that it accelerates a HF 6-31G Self-Consistent Field (SCF) computation by up to 20 times for medium sized molecules (such as a buckyball) when compared with mature Central Processing Unit algorithms available in the legacy codes in regular use by researchers. It achieves this acceleration by massive parallelization of the one- and two-electron integrals and optimization of the SCF and Direct Inversion in the Iterative Subspace routines through the use of GPU linear algebra libraries. © 2015 Wiley Periodicals, Inc.<br /> (© 2015 Wiley Periodicals, Inc.)
- Subjects :
- Computer Graphics
Electrons
Quantum Theory
Software
Algorithms
Computers
Subjects
Details
- Language :
- English
- ISSN :
- 1096-987X
- Volume :
- 36
- Issue :
- 18
- Database :
- MEDLINE
- Journal :
- Journal of computational chemistry
- Publication Type :
- Academic Journal
- Accession number :
- 25975763
- Full Text :
- https://doi.org/10.1002/jcc.23936