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doc/NEWS.Rd

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\subsection{BLAS and LAPACK}{
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\itemize{
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\item The bundled BLAS and LAPACK sources have been updated to
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those shipped as part of january 2025's LAPACK 3.12.1.
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those shipped as part of January 2025's LAPACK 3.12.1.
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\item It is intended that this will be the last update to BLAS and
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LAPACK in the \R sources. Those building \R from source are
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LAPACK, not built if an external LAPACK is used).
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This option allows the continuation of swapping the BLAS in use by
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symlinking \file{lib/libRblas.*}. It has the disadvantage of
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\I{symlinking} \file{lib/libRblas.*}. It has the disadvantage of
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using the reference BLAS version of the 2025 routines whereas an
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enhanced BLAS might have an optimized version (\I{OpenBLAS} does as
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from version 0.3.29).

doc/manual/R-admin.texi

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@@ -3627,7 +3627,7 @@ results or segfaults.
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There is a tendency for re-distributors of @R{} to use `enhanced' linear
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algebra libraries without explaining their downsides.
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@R{} is moving away from bundling the reference (`netlib')
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@R{} is moving away from bundling the reference (@I{Netlib})
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implementations of LAPACK and BLAS (which is nowadays distributed as
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part of LAPACK): it has been announced that version 3.12.1 included in
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@R{}@tie{}4.5.0 is expected to be the last update.
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An external BLAS library has to be explicitly requested at configure
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time.
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@strong{NB:} For decades@footnote{The level 3 rroutines were added in
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@strong{NB:} For decades@footnote{The level 3 routines were added in
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1988. A 2001 `standard' is available at
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@uref{https://www.netlib.org/blas/blast-forum/blas-report.pdf}.} the set
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of BLAS routines was unchanged: this changed in Jan 2025 when routines
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such as @code{dgemmtr} were added as part of LAPACK 3.12.1 and used in
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some low-level LAPACK routines. This complicates the idea of swapping
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external BLASes.
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external @acronym{BLAS}es.
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You can specify a particular @acronym{BLAS} library @emph{via} a value
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for the configuration option @option{--with-blas}. If this is given
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the reference BLAS, and then use @command{update-alternatives} to switch
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between the available BLAS libraries. See
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@uref{https://wiki.debian.org/DebianScience/LinearAlgebraLibraries}.
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(ATLAS, MKL and OpenBLAS alternatives are currently available.)
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(ATLAS, @I{MKL} and @I{OpenBLAS} alternatives are currently available.)
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Fedora 33 and later offer `@I{FlexiBLAS}', a similar mechanism for
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switching the BLAS in use
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need to be found by the linker: this may need the library path to be
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changed in @file{@var{R_HOME}/etc/ldpaths}.
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This becasme less easy in 2025: swapping the BLAS is only possible to
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This because less easy in 2025: swapping the BLAS is only possible to
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one compatible with the LAPACK in use. For the LAPACK shipped with @R{}
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4.5.0 that means one containing @code{dgemmtr} and @code{zgemmtr}, or
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configuring @R{} with @option{--with-2025blas}.
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installed, so you can remove them @emph{via} shell commands or from
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@R{}.
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The originql release of LAPCK 3.12.1 identifies itself as 3.12.0 (a
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The original release of LAPACK 3.12.1 identifies itself as 3.12.0 (a
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bug).
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If using @option{--with-lapack} to get a reference (`generic') LAPACK
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(or allowing the default to select one), consider also using
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@option{--with-blas} (with a path if an enhanced BLAS is installed).
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There is also `RecursiveLAPACK'
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There is also `@I{RecursiveLAPACK}'
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(@uref{https://github.com/HPAC/ReLAPACK?tab=readme-ov-file}) which
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replaces some LAPACK routines. (This is optionally used by @I{OpenBLAS}.)
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