'Sparse matrix kernels' presentation slideshows

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

2.92k views • 270 slides

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

Automatic Performance Tuning of Sparse-Matrix-Vector-Multiplication (SpMV) and Iterative Sparse Solvers. James Demmel www.cs.berkeley.edu/~demmel/cs267_Spr09. Outline. Motivation for Automatic Performance Tuning Results for sparse matrix kernels Sparse Matrix Vector Multiplication (SpMV)

2.9k views • 261 slides

James Demmel cs.berkeley/~demmel/cs267_Spr09

Automatic Performance Tuning of Sparse-Matrix-Vector-Multiplication (SpMV) and Iterative Sparse Solvers. James Demmel www.cs.berkeley.edu/~demmel/cs267_Spr09. Outline. Motivation for Automatic Performance Tuning Results for sparse matrix kernels Sparse Matrix Vector Multiplication (SpMV)

2.73k views • 261 slides

Katherine Yelick Lawrence Berkeley National Laboratory and U. C. Berkeley, EECS Dept.

Performance Understanding, Prediction, and Tuning at the Berkeley Institute for Performance Studies (BIPS). Katherine Yelick Lawrence Berkeley National Laboratory and U. C. Berkeley, EECS Dept. November 2004. Outline. Motivation for Automatic Performance Tuning

1.72k views • 159 slides

Katherine Yelick Lawrence Berkeley National Laboratory and U. C. Berkeley, EECS Dept.

Performance Understanding, Prediction, and Tuning at the Berkeley Institute for Performance Studies (BIPS). Katherine Yelick Lawrence Berkeley National Laboratory and U. C. Berkeley, EECS Dept. November 2004. Outline. Motivation for Automatic Performance Tuning

1.59k views • 159 slides

Automatic Performance Tuning of Sparse Matrix Kernels: Recent Progress

Automatic Performance Tuning of Sparse Matrix Kernels: Recent Progress. Jim Demmel, Kathy Yelick Berkeley Benchmarking and OPtimization (BeBOP) Project http://bebop.cs.berkeley.edu U. C. Berkeley, EECS Dept. October2004. Outline. Motivation for Automatic Performance Tuning

1.6k views • 159 slides

Jim Demmel EECS & Math Departments, UC Berkeley demmel@cs.berkeley

Minimizing Communication in Numerical Linear Algebra www.cs.berkeley.edu/~demmel Sparse-Matrix-Vector-Multiplication ( SpMV ). Jim Demmel EECS & Math Departments, UC Berkeley demmel@cs.berkeley.edu. Outline. Motivation for Automatic Performance Tuning Results for sparse matrix kernels

800 views • 63 slides

Sparse Matrix Vector Multiply Algorithms and Optimizations on Modern Architectures

217 views • 21 slides