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Automatic Performance Tuning of Sparse Matrix Kernels

Automatic Performance Tuning of Sparse Matrix Kernels. Berkeley Benchmarking and OPtimization (BeBOP) Project Katherine Yelick, James Demmel Richard Vuduc, Shoaib Kamil, Rajesh Nishtala, Benjamin Lee Atilla Gyulassy, Tuyet-Linh Phan University of California, Berkeley UTK SANS Summit Meeting

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616 views • 47 slides

Statistical Modeling of Feedback Data in an Automatic Tuning System

Statistical Modeling of Feedback Data in an Automatic Tuning System. Richard Vuduc, James Demmel (U.C. Berkeley, EECS) {richie,demmel}@cs.berkeley.edu Jeff Bilmes (Univ. of Washington, EE) bilmes@ee.washington.edu December 10, 2000 Workshop on Feedback-Directed Dynamic Optimization.

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546 views • 38 slides

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Automatic Performance Tuning of Sparse Matrix Kernels

Statistical Modeling of Feedback Data in an Automatic Tuning System