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Automatic Performance Tuning and Sparse-Matrix-Vector-Multiplication (SpMV)

Automatic Performance Tuning and Sparse-Matrix-Vector-Multiplication (SpMV). James Demmel www.cs.berkeley.edu/~demmel/cs267_Spr10. Outline. Motivation for Automatic Performance Tuning Results for sparse matrix kernels OSKI = Optimized Sparse Kernel Interface Tuning Higher Level Algorithms

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2.92k views • 270 slides

James Demmel UC Berkeley

The Future of Numerical Linear Algebra Automatic Performance Tuning of Sparse Matrix codes The Next LAPACK and ScaLAPACK www.cs.berkeley.edu/~demmel/Utah_Apr05.ppt. James Demmel UC Berkeley. Outline. Automatic Performance Tuning of Sparse Matrix Kernels Updating LAPACK and ScaLAPACK.

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948 views • 78 slides

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Mpi reductions - PowerPoint PPT Presentation

Automatic Performance Tuning and Sparse-Matrix-Vector-Multiplication (SpMV)

James Demmel UC Berkeley