Replicated Computational Results (RCR) Report for “BLIS: A Framework for Rapidly Instantiating BLAS Functionality”

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BLIS: A Framework for Rapid Instantiation of BLAS Functionality

The BLAS Libray Instantiation Software (BLIS) is a new framework for the rapid instantiation of Basic Linear Algebra Subprograms (BLAS) functionality. The fundamental innovation is the insight that virtually all computation within level-2 (matrix-vector) and level-3 (matrix-matrix) BLAS operations can be expressed in terms of very simple kernels. While others had made similar insights, BLIS bri...

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We show how the BLAS-like Library Instantiation Software (BLIS) framework, which provides a more detailed layering of the GotoBLAS (now maintained as OpenBLAS) implementation, allows one to analytically determine optimal tuning parameters for high-end instantiations of the matrix-matrix multiplication. This is of both practical and scientific importance, as it greatly reduces the development ef...

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ژورنال

عنوان ژورنال: ACM Transactions on Mathematical Software

سال: 2015

ISSN: 0098-3500,1557-7295

DOI: 10.1145/2738033