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An updated set of Basic Linear Algebra Subprograms (BLAS) |
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AbstractThis paper expands the specification of a set of kernel routines for linear algebra, historically called the Basic Linear Algebra Subprograms and commonly known as the BLAS.\\par Numerical linear algebra, particularly the solution of linear systems of equations, linear least squares problems, eigenvalue problems and singular value problems, is fundamental to most calculations in scientific computing, and is often the computationally intense part of such calculations. Designers of computer programs involving linear algebraic operations have frequently chosen to implement certain low level operations, such as the dot product or the matrix vector product, as separate subprograms. This may be observed both in many published codes and in codes written for specific applications at many computer installations.\\par A major aim of the standards defined in this paper is to enable linear algebra libraries (both public domain and commercial) to interoperate efficiently, reliably and easily.
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