A Basic Linear Algebra Compiler

@inproceedings{Spampinato2014ABL,
  title={A Basic Linear Algebra Compiler},
  author={Daniele G. Spampinato and Markus P{\"u}schel},
  booktitle={CGO},
  year={2014}
}
Many applications in media processing, control, graphics, and other domains require efficient small-scale linear algebra computations. However, most existing high performance libraries for linear algebra, such as ATLAS or Intel MKL are more geared towards large-scale problems (matrix sizes in the hundreds and larger) and towards specific interfaces (e.g., BLAS). In this paper we present LGen: a compiler for small-scale, basic linear algebra computations. The input to LGen is a fixed-size linear… CONTINUE READING
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Encyclopedia of Parallel Computing, chapter Spiral

  • M. Püschel, F. Franchetti, Y. Voronenko
  • Springer,
  • 2011
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