Is Search Really Necessary to Generate High-Performance BLAS?

Abstract

A key step in program optimization is the estimation of optimal values for parameters such as tile sizes and loop unrolling factors. Traditional compilers use simple analytical models to compute these values. In contrast, library generators like ATLAS use global search over the space of parameter values by generating programs with many different… (More)
DOI: 10.1109/JPROC.2004.840444

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