An overview of the sparse basic linear algebra subprograms: The new standard from the BLAS technical forum

@article{Duff2002AnOO,
  title={An overview of the sparse basic linear algebra subprograms: The new standard from the BLAS technical forum},
  author={Iain S. Duff and Michael A. Heroux and Roldan Pozo},
  journal={ACM Trans. Math. Softw.},
  year={2002},
  volume={28},
  pages={239-267}
}
We discuss the interface design for the Sparse Basic Linear Algebra Subprograms (BLAS), the kernels in the recent standard from the BLAS Technical Forum that are concerned with unstructured sparse matrices. The motivation for such a standard is to encourage portable programming while allowing for library-specific optimizations. In particular, we show how… CONTINUE READING

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