Download from: http://www.nvidia.com/content/NV_Research/matrices.zip More information about these matrices is available in the following paper by Williams et al.: S. Williams, L. Oliker, R. Vuduc, J. Shalf, K. Yelick, J. Demmel, "Optimization of Sparse Matrix-Vector Multiplication on Emerging Multicore Platforms", Supercomputing (SC), 2007. http://www.cs.berkeley.edu/~samw/research/papers/sc07.pdf GPU performance results are available in this paper: N. Bell and M. Garland "Efficient Sparse Matrix-Vector Multiplication on CUDA" Technical Report NVR-2008-004, NVIDIA Corporation, Dec. 2008 http://forums.nvidia.com/index.php?showtopic=83825 All matrices are stored in the MatrixMarket file format: http://math.nist.gov/MatrixMarket/formats.html