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Parallel GMRES (Generalized Minimal Residual) linear solver on GPU platforms

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GPU-GMRES version 1.0

Authors:

Xuexin Liu, Kuangya Zhai, Hai Yu, Zao Liu, Kai He (khe004@ucr.edu) and Sheldon Tan(stan@ece.ucr.edu)

src: contains all the source codes for GMRES power grid analysis
src_thermal: contains all the source codes for GMRES thermal analysis
docs: contains a tutorial to show how to use the GMRES
include: contains several external packages

GPU-GMRES requires the following packges:

ITPP and ITPPEX(http://itpp.sourceforge.net/4.3.1/index.html)
UMFPACK, CXSPARSE, UFCONFIG, AMD (http://faculty.cse.tamu.edu/davis/suitesparse.html)
METIS (http://glaros.dtc.umn.edu/gkhome/metis/metis/overview)

Please install these packages and modify the package paths in Makefile

Related publications for the GPU-GMRES solvers

J1.	X. Liu, S. X.-D. Tan, H. Yu, “A GPU-accelerated parallel shooting algorithm for analysis of 
radio frequency and microwave integrated circuits”, IEEE Transactions on Very Large Scale Integrated Systems 
(TVLSI), vol. 23, no. 3, March 2015.  http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6777551 

J2.	X. Liu, K. Zhai, Z. Liu, K. He, S. X.-D. Tan, and W. Yu, “Parallel thermal analysis of 3D integrated circuits 
with liquid cooling on CPU-GPU platforms”, IEEE Transactions on Very Large Scale Integrated Systems  
(TVLSI), vol. 23, no. 3, pp. 575-579, March 2015.

 

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