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Timed-Altarica-To-Fiacre-Tr…/sdk/boost/numeric/bindings/lapack/driver/gesdd.hpp
Pierre Gaufillet 18eb3f6047 Initial commit.
2018-12-06 16:01:56 +01:00

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//
// Copyright (c) 2002--2010
// Toon Knapen, Karl Meerbergen, Kresimir Fresl,
// Thomas Klimpel and Rutger ter Borg
//
// Distributed under the Boost Software License, Version 1.0.
// (See accompanying file LICENSE_1_0.txt or copy at
// http://www.boost.org/LICENSE_1_0.txt)
//
// THIS FILE IS AUTOMATICALLY GENERATED
// PLEASE DO NOT EDIT!
//
#ifndef BOOST_NUMERIC_BINDINGS_LAPACK_DRIVER_GESDD_HPP
#define BOOST_NUMERIC_BINDINGS_LAPACK_DRIVER_GESDD_HPP
#include <boost/assert.hpp>
#include <boost/numeric/bindings/begin.hpp>
#include <boost/numeric/bindings/detail/array.hpp>
#include <boost/numeric/bindings/is_column_major.hpp>
#include <boost/numeric/bindings/is_complex.hpp>
#include <boost/numeric/bindings/is_mutable.hpp>
#include <boost/numeric/bindings/is_real.hpp>
#include <boost/numeric/bindings/lapack/workspace.hpp>
#include <boost/numeric/bindings/remove_imaginary.hpp>
#include <boost/numeric/bindings/size.hpp>
#include <boost/numeric/bindings/stride.hpp>
#include <boost/numeric/bindings/traits/detail/utils.hpp>
#include <boost/numeric/bindings/value_type.hpp>
#include <boost/static_assert.hpp>
#include <boost/type_traits/is_same.hpp>
#include <boost/type_traits/remove_const.hpp>
#include <boost/utility/enable_if.hpp>
//
// The LAPACK-backend for gesdd is the netlib-compatible backend.
//
#include <boost/numeric/bindings/lapack/detail/lapack.h>
#include <boost/numeric/bindings/lapack/detail/lapack_option.hpp>
namespace boost {
namespace numeric {
namespace bindings {
namespace lapack {
//
// The detail namespace contains value-type-overloaded functions that
// dispatch to the appropriate back-end LAPACK-routine.
//
namespace detail {
//
// Overloaded function for dispatching to
// * netlib-compatible LAPACK backend (the default), and
// * float value-type.
//
inline std::ptrdiff_t gesdd( const char jobz, const fortran_int_t m,
const fortran_int_t n, float* a, const fortran_int_t lda, float* s,
float* u, const fortran_int_t ldu, float* vt,
const fortran_int_t ldvt, float* work, const fortran_int_t lwork,
fortran_int_t* iwork ) {
fortran_int_t info(0);
LAPACK_SGESDD( &jobz, &m, &n, a, &lda, s, u, &ldu, vt, &ldvt, work,
&lwork, iwork, &info );
return info;
}
//
// Overloaded function for dispatching to
// * netlib-compatible LAPACK backend (the default), and
// * double value-type.
//
inline std::ptrdiff_t gesdd( const char jobz, const fortran_int_t m,
const fortran_int_t n, double* a, const fortran_int_t lda, double* s,
double* u, const fortran_int_t ldu, double* vt,
const fortran_int_t ldvt, double* work, const fortran_int_t lwork,
fortran_int_t* iwork ) {
fortran_int_t info(0);
LAPACK_DGESDD( &jobz, &m, &n, a, &lda, s, u, &ldu, vt, &ldvt, work,
&lwork, iwork, &info );
return info;
}
//
// Overloaded function for dispatching to
// * netlib-compatible LAPACK backend (the default), and
// * complex<float> value-type.
//
inline std::ptrdiff_t gesdd( const char jobz, const fortran_int_t m,
const fortran_int_t n, std::complex<float>* a,
const fortran_int_t lda, float* s, std::complex<float>* u,
const fortran_int_t ldu, std::complex<float>* vt,
const fortran_int_t ldvt, std::complex<float>* work,
const fortran_int_t lwork, float* rwork, fortran_int_t* iwork ) {
fortran_int_t info(0);
LAPACK_CGESDD( &jobz, &m, &n, a, &lda, s, u, &ldu, vt, &ldvt, work,
&lwork, rwork, iwork, &info );
return info;
}
//
// Overloaded function for dispatching to
// * netlib-compatible LAPACK backend (the default), and
// * complex<double> value-type.
//
inline std::ptrdiff_t gesdd( const char jobz, const fortran_int_t m,
const fortran_int_t n, std::complex<double>* a,
const fortran_int_t lda, double* s, std::complex<double>* u,
const fortran_int_t ldu, std::complex<double>* vt,
const fortran_int_t ldvt, std::complex<double>* work,
const fortran_int_t lwork, double* rwork, fortran_int_t* iwork ) {
fortran_int_t info(0);
LAPACK_ZGESDD( &jobz, &m, &n, a, &lda, s, u, &ldu, vt, &ldvt, work,
&lwork, rwork, iwork, &info );
return info;
}
} // namespace detail
//
// Value-type based template class. Use this class if you need a type
// for dispatching to gesdd.
//
template< typename Value, typename Enable = void >
struct gesdd_impl {};
//
// This implementation is enabled if Value is a real type.
//
template< typename Value >
struct gesdd_impl< Value, typename boost::enable_if< is_real< Value > >::type > {
typedef Value value_type;
typedef typename remove_imaginary< Value >::type real_type;
//
// Static member function for user-defined workspaces, that
// * Deduces the required arguments for dispatching to LAPACK, and
// * Asserts that most arguments make sense.
//
template< typename MatrixA, typename VectorS, typename MatrixU,
typename MatrixVT, typename WORK, typename IWORK >
static std::ptrdiff_t invoke( const char jobz, MatrixA& a, VectorS& s,
MatrixU& u, MatrixVT& vt, detail::workspace2< WORK,
IWORK > work ) {
namespace bindings = ::boost::numeric::bindings;
BOOST_STATIC_ASSERT( (bindings::is_column_major< MatrixA >::value) );
BOOST_STATIC_ASSERT( (bindings::is_column_major< MatrixU >::value) );
BOOST_STATIC_ASSERT( (bindings::is_column_major< MatrixVT >::value) );
BOOST_STATIC_ASSERT( (boost::is_same< typename remove_const<
typename bindings::value_type< MatrixA >::type >::type,
typename remove_const< typename bindings::value_type<
VectorS >::type >::type >::value) );
BOOST_STATIC_ASSERT( (boost::is_same< typename remove_const<
typename bindings::value_type< MatrixA >::type >::type,
typename remove_const< typename bindings::value_type<
MatrixU >::type >::type >::value) );
BOOST_STATIC_ASSERT( (boost::is_same< typename remove_const<
typename bindings::value_type< MatrixA >::type >::type,
typename remove_const< typename bindings::value_type<
MatrixVT >::type >::type >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< MatrixA >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< VectorS >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< MatrixU >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< MatrixVT >::value) );
std::ptrdiff_t minmn = std::min< std::ptrdiff_t >( size_row(a),
size_column(a) );
BOOST_ASSERT( bindings::size(s) >= std::min<
std::ptrdiff_t >(bindings::size_row(a),
bindings::size_column(a)) );
BOOST_ASSERT( bindings::size(work.select(fortran_int_t())) >=
min_size_iwork( minmn ));
BOOST_ASSERT( bindings::size(work.select(real_type())) >=
min_size_work( bindings::size_row(a),
bindings::size_column(a), jobz, minmn ));
BOOST_ASSERT( bindings::size_column(a) >= 0 );
BOOST_ASSERT( bindings::size_minor(a) == 1 ||
bindings::stride_minor(a) == 1 );
BOOST_ASSERT( bindings::size_minor(u) == 1 ||
bindings::stride_minor(u) == 1 );
BOOST_ASSERT( bindings::size_minor(vt) == 1 ||
bindings::stride_minor(vt) == 1 );
BOOST_ASSERT( bindings::size_row(a) >= 0 );
BOOST_ASSERT( bindings::stride_major(a) >= std::max< std::ptrdiff_t >(1,
bindings::size_row(a)) );
BOOST_ASSERT( jobz == 'A' || jobz == 'S' || jobz == 'O' ||
jobz == 'N' );
return detail::gesdd( jobz, bindings::size_row(a),
bindings::size_column(a), bindings::begin_value(a),
bindings::stride_major(a), bindings::begin_value(s),
bindings::begin_value(u), bindings::stride_major(u),
bindings::begin_value(vt), bindings::stride_major(vt),
bindings::begin_value(work.select(real_type())),
bindings::size(work.select(real_type())),
bindings::begin_value(work.select(fortran_int_t())) );
}
//
// Static member function that
// * Figures out the minimal workspace requirements, and passes
// the results to the user-defined workspace overload of the
// invoke static member function
// * Enables the unblocked algorithm (BLAS level 2)
//
template< typename MatrixA, typename VectorS, typename MatrixU,
typename MatrixVT >
static std::ptrdiff_t invoke( const char jobz, MatrixA& a, VectorS& s,
MatrixU& u, MatrixVT& vt, minimal_workspace ) {
namespace bindings = ::boost::numeric::bindings;
std::ptrdiff_t minmn = std::min< std::ptrdiff_t >( size_row(a),
size_column(a) );
bindings::detail::array< real_type > tmp_work( min_size_work(
bindings::size_row(a), bindings::size_column(a), jobz,
minmn ) );
bindings::detail::array< fortran_int_t > tmp_iwork(
min_size_iwork( minmn ) );
return invoke( jobz, a, s, u, vt, workspace( tmp_work, tmp_iwork ) );
}
//
// Static member function that
// * Figures out the optimal workspace requirements, and passes
// the results to the user-defined workspace overload of the
// invoke static member
// * Enables the blocked algorithm (BLAS level 3)
//
template< typename MatrixA, typename VectorS, typename MatrixU,
typename MatrixVT >
static std::ptrdiff_t invoke( const char jobz, MatrixA& a, VectorS& s,
MatrixU& u, MatrixVT& vt, optimal_workspace ) {
namespace bindings = ::boost::numeric::bindings;
return invoke( jobz, a, s, u, vt, minimal_workspace() );
}
//
// Static member function that returns the minimum size of
// workspace-array work.
//
static std::ptrdiff_t min_size_work( const std::ptrdiff_t m,
const std::ptrdiff_t n, const char jobz,
const std::ptrdiff_t minmn ) {
if ( n == 0 ) return 1;
if ( jobz == 'N' ) return 3*minmn + std::max<
std::ptrdiff_t >( std::max< std::ptrdiff_t >(m,n), 7*minmn );
if ( jobz == 'O' ) return 3*minmn*minmn + std::max<
std::ptrdiff_t >( std::max< std::ptrdiff_t >( m,n ),
5*minmn*minmn + 4*minmn );
return 3*minmn*minmn + std::max< std::ptrdiff_t >( std::max<
std::ptrdiff_t >( m,n ), 4*minmn*minmn + 4*minmn );
}
//
// Static member function that returns the minimum size of
// workspace-array iwork.
//
static std::ptrdiff_t min_size_iwork( const std::ptrdiff_t minmn ) {
return 8*minmn;
}
};
//
// This implementation is enabled if Value is a complex type.
//
template< typename Value >
struct gesdd_impl< Value, typename boost::enable_if< is_complex< Value > >::type > {
typedef Value value_type;
typedef typename remove_imaginary< Value >::type real_type;
//
// Static member function for user-defined workspaces, that
// * Deduces the required arguments for dispatching to LAPACK, and
// * Asserts that most arguments make sense.
//
template< typename MatrixA, typename VectorS, typename MatrixU,
typename MatrixVT, typename WORK, typename RWORK, typename IWORK >
static std::ptrdiff_t invoke( const char jobz, MatrixA& a, VectorS& s,
MatrixU& u, MatrixVT& vt, detail::workspace3< WORK, RWORK,
IWORK > work ) {
namespace bindings = ::boost::numeric::bindings;
BOOST_STATIC_ASSERT( (bindings::is_column_major< MatrixA >::value) );
BOOST_STATIC_ASSERT( (bindings::is_column_major< MatrixU >::value) );
BOOST_STATIC_ASSERT( (bindings::is_column_major< MatrixVT >::value) );
BOOST_STATIC_ASSERT( (boost::is_same< typename remove_const<
typename bindings::value_type< MatrixA >::type >::type,
typename remove_const< typename bindings::value_type<
MatrixU >::type >::type >::value) );
BOOST_STATIC_ASSERT( (boost::is_same< typename remove_const<
typename bindings::value_type< MatrixA >::type >::type,
typename remove_const< typename bindings::value_type<
MatrixVT >::type >::type >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< MatrixA >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< VectorS >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< MatrixU >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< MatrixVT >::value) );
std::ptrdiff_t minmn = std::min< std::ptrdiff_t >( size_row(a),
size_column(a) );
BOOST_ASSERT( bindings::size(s) >= std::min<
std::ptrdiff_t >(bindings::size_row(a),
bindings::size_column(a)) );
BOOST_ASSERT( bindings::size(work.select(fortran_int_t())) >=
min_size_iwork( minmn ));
BOOST_ASSERT( bindings::size(work.select(real_type())) >=
min_size_rwork( minmn, jobz ));
BOOST_ASSERT( bindings::size(work.select(value_type())) >=
min_size_work( bindings::size_row(a),
bindings::size_column(a), jobz, minmn ));
BOOST_ASSERT( bindings::size_column(a) >= 0 );
BOOST_ASSERT( bindings::size_minor(a) == 1 ||
bindings::stride_minor(a) == 1 );
BOOST_ASSERT( bindings::size_minor(u) == 1 ||
bindings::stride_minor(u) == 1 );
BOOST_ASSERT( bindings::size_minor(vt) == 1 ||
bindings::stride_minor(vt) == 1 );
BOOST_ASSERT( bindings::size_row(a) >= 0 );
BOOST_ASSERT( bindings::stride_major(a) >= std::max< std::ptrdiff_t >(1,
bindings::size_row(a)) );
BOOST_ASSERT( jobz == 'A' || jobz == 'S' || jobz == 'O' ||
jobz == 'N' );
return detail::gesdd( jobz, bindings::size_row(a),
bindings::size_column(a), bindings::begin_value(a),
bindings::stride_major(a), bindings::begin_value(s),
bindings::begin_value(u), bindings::stride_major(u),
bindings::begin_value(vt), bindings::stride_major(vt),
bindings::begin_value(work.select(value_type())),
bindings::size(work.select(value_type())),
bindings::begin_value(work.select(real_type())),
bindings::begin_value(work.select(fortran_int_t())) );
}
//
// Static member function that
// * Figures out the minimal workspace requirements, and passes
// the results to the user-defined workspace overload of the
// invoke static member function
// * Enables the unblocked algorithm (BLAS level 2)
//
template< typename MatrixA, typename VectorS, typename MatrixU,
typename MatrixVT >
static std::ptrdiff_t invoke( const char jobz, MatrixA& a, VectorS& s,
MatrixU& u, MatrixVT& vt, minimal_workspace ) {
namespace bindings = ::boost::numeric::bindings;
std::ptrdiff_t minmn = std::min< std::ptrdiff_t >( size_row(a),
size_column(a) );
bindings::detail::array< value_type > tmp_work( min_size_work(
bindings::size_row(a), bindings::size_column(a), jobz,
minmn ) );
bindings::detail::array< real_type > tmp_rwork( min_size_rwork( minmn,
jobz ) );
bindings::detail::array< fortran_int_t > tmp_iwork(
min_size_iwork( minmn ) );
return invoke( jobz, a, s, u, vt, workspace( tmp_work, tmp_rwork,
tmp_iwork ) );
}
//
// Static member function that
// * Figures out the optimal workspace requirements, and passes
// the results to the user-defined workspace overload of the
// invoke static member
// * Enables the blocked algorithm (BLAS level 3)
//
template< typename MatrixA, typename VectorS, typename MatrixU,
typename MatrixVT >
static std::ptrdiff_t invoke( const char jobz, MatrixA& a, VectorS& s,
MatrixU& u, MatrixVT& vt, optimal_workspace ) {
namespace bindings = ::boost::numeric::bindings;
std::ptrdiff_t minmn = std::min< std::ptrdiff_t >( size_row(a),
size_column(a) );
value_type opt_size_work;
bindings::detail::array< real_type > tmp_rwork( min_size_rwork( minmn,
jobz ) );
bindings::detail::array< fortran_int_t > tmp_iwork(
min_size_iwork( minmn ) );
detail::gesdd( jobz, bindings::size_row(a),
bindings::size_column(a), bindings::begin_value(a),
bindings::stride_major(a), bindings::begin_value(s),
bindings::begin_value(u), bindings::stride_major(u),
bindings::begin_value(vt), bindings::stride_major(vt),
&opt_size_work, -1, bindings::begin_value(tmp_rwork),
bindings::begin_value(tmp_iwork) );
bindings::detail::array< value_type > tmp_work(
traits::detail::to_int( opt_size_work ) );
return invoke( jobz, a, s, u, vt, workspace( tmp_work, tmp_rwork,
tmp_iwork ) );
}
//
// Static member function that returns the minimum size of
// workspace-array work.
//
static std::ptrdiff_t min_size_work( const std::ptrdiff_t m,
const std::ptrdiff_t n, const char jobz,
const std::ptrdiff_t minmn ) {
if ( n == 0 ) return 1;
if ( jobz == 'N' ) return 2*minmn + std::max< std::ptrdiff_t >( m,n );
if ( jobz == 'O' ) return 2*(minmn*minmn + minmn) + std::max<
std::ptrdiff_t >( m, n );
return minmn*minmn + 2*minmn + std::max< std::ptrdiff_t >( m, n );
}
//
// Static member function that returns the minimum size of
// workspace-array rwork.
//
static std::ptrdiff_t min_size_rwork( const std::ptrdiff_t minmn,
const char jobz ) {
if ( jobz == 'N' ) return 5*minmn;
return 5*minmn*minmn + 7*minmn;
}
//
// Static member function that returns the minimum size of
// workspace-array iwork.
//
static std::ptrdiff_t min_size_iwork( const std::ptrdiff_t minmn ) {
return 8*minmn;
}
};
//
// Functions for direct use. These functions are overloaded for temporaries,
// so that wrapped types can still be passed and used for write-access. In
// addition, if applicable, they are overloaded for user-defined workspaces.
// Calls to these functions are passed to the gesdd_impl classes. In the
// documentation, most overloads are collapsed to avoid a large number of
// prototypes which are very similar.
//
//
// Overloaded function for gesdd. Its overload differs for
// * User-defined workspace
//
template< typename MatrixA, typename VectorS, typename MatrixU,
typename MatrixVT, typename Workspace >
inline typename boost::enable_if< detail::is_workspace< Workspace >,
std::ptrdiff_t >::type
gesdd( const char jobz, MatrixA& a, VectorS& s, MatrixU& u, MatrixVT& vt,
Workspace work ) {
return gesdd_impl< typename bindings::value_type<
MatrixA >::type >::invoke( jobz, a, s, u, vt, work );
}
//
// Overloaded function for gesdd. Its overload differs for
// * Default workspace-type (optimal)
//
template< typename MatrixA, typename VectorS, typename MatrixU,
typename MatrixVT >
inline typename boost::disable_if< detail::is_workspace< MatrixVT >,
std::ptrdiff_t >::type
gesdd( const char jobz, MatrixA& a, VectorS& s, MatrixU& u,
MatrixVT& vt ) {
return gesdd_impl< typename bindings::value_type<
MatrixA >::type >::invoke( jobz, a, s, u, vt,
optimal_workspace() );
}
} // namespace lapack
} // namespace bindings
} // namespace numeric
} // namespace boost
#endif
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