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Numerical Linear Algebra Baubereich
C++ C Makefile
Branch: master

README.md

NuLAB

Numerical Linear Algebra Baubereich

Epitimology:

Der Baubereich - construction site

Purpose:

This repository contains a collection of parallel numerical linear algebra algorithms along with unit tests and benchmarks. At this point it is not intended to be a fully-functioning library but rather a collection of algorithms and infrastructure for their development (hence a Baubereich).

Requirements:

Some version of BLAS and LAPACK required for any build. LAPACK version 3.40 or higher required to build QR codes.

Build Instructions:

Running ./configure will generate a config.mk file with build parameters and a Makefile. See the configure file for build options. Profiling may be activated with flag -DPROFILE (add to DEFS in config.mk). After running configure, running 'make' will build the library 'NuLAB' and place it into lib/libNuLAB.a. Specific contents may be built individually,

  • library of all routines 'NuLAB'
  • library of all shared routines required for use of any individual algorithmic library component 'NuShared'
  • library for matrix multiplication algorithms 'NuMM'
  • library for LU factorization algorithms 'NuLU'
  • library for QR factorization algorithms 'NuQR'
  • library for symmetric eigensolve algorithms 'NuSE'
  • all unit tests 'test', executables appear in bin/tests/
  • all benchmarks 'bench', executables appear in bin/benchmarks/

Accrediation:

Code is available under a two-clause BSD license.

Repository created and maintained by Edgar Solomonik (University of California, Berkeley), contact solomon@eecs.berkeley.edu with any questions or inquiries

Code includes contributions from

  • Grey Ballard (Sandia Laboratory)
  • Nicholas Knight (University of California, Berkeley)
  • Mathias Jacquelin (Lawrence Berkeley National Laboratory)
  • Penporn Koanantakool (University of California, Berkeley)
  • Evangelos Georganas (University of California, Berkeley)
  • Devin Matthews (University of Texas at Austin)

Special acknowledgements for ideas and guidance go to

  • James Demmel (University of California, Berkeley)
  • Katherine Yelick (University of California, Berkeley)
  • Laura Grigori (INRIA Paris - Rocquencourt)
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