One of the main obstacles to the efficient solution of scientific problems is the problem of tuning software, both to the available architecture and to the user problem at hand. We describe approaches ...

This library implements BLAS (Basic Linear Algebra Subprograms) in the form of CBLAS for the Scala Native platform. Scala Native is a unique platform that marries the high level language of Scala but ...

The result is that schedule code can by cut by a factor of 100, according to Yuka Ikarashi, an MIT PhD student in electrical engineering and computer science and CSAIL, “and deliver performance ...

Lead author Yuka Ikarashi, an MIT Ph.D. student in electrical engineering and computer science and CSAIL affiliate, says that Exo 2 can reduce total schedule code by a factor of 100 and deliver ...

In the first, OMP, matrix operations are written as nested loops, and the outer loop is explicitly parallelized using OpenMP pragmas. The second implementation, BLAS, uses the OpenBLAS distribution of ...

7. FBLAS FBLAS, or Fast Basic Linear Algebra Subprograms, is a high-performance C++ library for linear algebra operations. While it's not a complete machine learning library on its own, FBLAS can ...

The Quadric devkit is an M.2 Key M module equipped with the company’s q16 edge processor offering a hybrid data-flow + Von Neumann machine for not only neural networks, but also computer vision, ...

The FFLAS-FFPACK library provides a set of basic routines for linear algebra over a finite field or the ring of integers with dense and sparse matrices. It is inspired by the BLAS interface (Basic ...

The GraphBLAS, Basic Linear Algebra Subprograms for Graphs, is a community-driven, open programming specification for graph analysis. The specification makes the development of high-performance graph ...