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PDP
2003
IEEE
13 years 10 months ago
Automatic Optimisation of Parallel Linear Algebra Routines in Systems with Variable Load
Abstract. In this work an architecture of an automatically tuned linear algebra library proposed in previous works is extended in order to adapt it to platforms where both the CPU ...
Javier Cuenca, Domingo Giménez, José...
PARA
2004
Springer
13 years 10 months ago
Automatic Derivation of Linear Algebra Algorithms with Application to Control Theory
It is our belief that the ultimate automatic system for deriving linear algebra libraries should be able to generate a set of algorithms starting from the mathematical specificati...
Paolo Bientinesi, Sergey Kolos, Robert A. van de G...
PPOPP
2009
ACM
14 years 5 months ago
Compiler-assisted dynamic scheduling for effective parallelization of loop nests on multicore processors
Recent advances in polyhedral compilation technology have made it feasible to automatically transform affine sequential loop nests for tiled parallel execution on multi-core proce...
Muthu Manikandan Baskaran, Nagavijayalakshmi Vydya...
ICS
1997
Tsinghua U.
13 years 9 months ago
Optimizing Matrix Multiply Using PHiPAC: A Portable, High-Performance, ANSI C Coding Methodology
Modern microprocessors can achieve high performance on linear algebra kernels but this currently requires extensive machine-speci c hand tuning. We have developed a methodology wh...
Jeff Bilmes, Krste Asanovic, Chee-Whye Chin, James...