// // 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_GESVD_HPP #define BOOST_NUMERIC_BINDINGS_LAPACK_DRIVER_GESVD_HPP #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include // // The LAPACK-backend for gesvd is the netlib-compatible backend. // #include #include 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 gesvd( const char jobu, const char jobvt, 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 info(0); LAPACK_SGESVD( &jobu, &jobvt, &m, &n, a, &lda, s, u, &ldu, vt, &ldvt, work, &lwork, &info ); return info; } // // Overloaded function for dispatching to // * netlib-compatible LAPACK backend (the default), and // * double value-type. // inline std::ptrdiff_t gesvd( const char jobu, const char jobvt, 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 info(0); LAPACK_DGESVD( &jobu, &jobvt, &m, &n, a, &lda, s, u, &ldu, vt, &ldvt, work, &lwork, &info ); return info; } // // Overloaded function for dispatching to // * netlib-compatible LAPACK backend (the default), and // * complex value-type. // inline std::ptrdiff_t gesvd( const char jobu, const char jobvt, const fortran_int_t m, const fortran_int_t n, std::complex* a, const fortran_int_t lda, float* s, std::complex* u, const fortran_int_t ldu, std::complex* vt, const fortran_int_t ldvt, std::complex* work, const fortran_int_t lwork, float* rwork ) { fortran_int_t info(0); LAPACK_CGESVD( &jobu, &jobvt, &m, &n, a, &lda, s, u, &ldu, vt, &ldvt, work, &lwork, rwork, &info ); return info; } // // Overloaded function for dispatching to // * netlib-compatible LAPACK backend (the default), and // * complex value-type. // inline std::ptrdiff_t gesvd( const char jobu, const char jobvt, const fortran_int_t m, const fortran_int_t n, std::complex* a, const fortran_int_t lda, double* s, std::complex* u, const fortran_int_t ldu, std::complex* vt, const fortran_int_t ldvt, std::complex* work, const fortran_int_t lwork, double* rwork ) { fortran_int_t info(0); LAPACK_ZGESVD( &jobu, &jobvt, &m, &n, a, &lda, s, u, &ldu, vt, &ldvt, work, &lwork, rwork, &info ); return info; } } // namespace detail // // Value-type based template class. Use this class if you need a type // for dispatching to gesvd. // template< typename Value, typename Enable = void > struct gesvd_impl {}; // // This implementation is enabled if Value is a real type. // template< typename Value > struct gesvd_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 > static std::ptrdiff_t invoke( const char jobu, const char jobvt, MatrixA& a, VectorS& s, MatrixU& u, MatrixVT& vt, detail::workspace1< WORK > 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) ); BOOST_ASSERT( bindings::size(s) >= std::min< std::ptrdiff_t >(bindings::size_row(a), bindings::size_column(a)) ); BOOST_ASSERT( bindings::size(work.select(real_type())) >= min_size_work( jobu, jobvt, bindings::size_row(a), bindings::size_column(a) )); 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( jobu == 'A' || jobu == 'S' || jobu == 'O' || jobu == 'N' ); BOOST_ASSERT( jobvt == 'A' || jobvt == 'S' || jobvt == 'O' || jobvt == 'N' ); return detail::gesvd( jobu, jobvt, 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())) ); } // // 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 jobu, const char jobvt, MatrixA& a, VectorS& s, MatrixU& u, MatrixVT& vt, minimal_workspace ) { namespace bindings = ::boost::numeric::bindings; bindings::detail::array< real_type > tmp_work( min_size_work( jobu, jobvt, bindings::size_row(a), bindings::size_column(a) ) ); return invoke( jobu, jobvt, a, s, u, vt, workspace( tmp_work ) ); } // // 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 jobu, const char jobvt, MatrixA& a, VectorS& s, MatrixU& u, MatrixVT& vt, optimal_workspace ) { namespace bindings = ::boost::numeric::bindings; real_type opt_size_work; detail::gesvd( jobu, jobvt, 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::detail::array< real_type > tmp_work( traits::detail::to_int( opt_size_work ) ); return invoke( jobu, jobvt, a, s, u, vt, workspace( tmp_work ) ); } // // Static member function that returns the minimum size of // workspace-array work. // static std::ptrdiff_t min_size_work( const char jobu, const char jobvt, const std::ptrdiff_t m, const std::ptrdiff_t n ) { // // Contributed by Marco Guazzone // Also see http://tinyurl.com/5rbpdc5 // if ( m == 0 || n == 0 ) { return 1; } else if ( m >= n ) { if ( jobu == 'N' ) { return 5*n; } else { return std::max< std::ptrdiff_t >(3*n+m,5*n); } } else { if ( jobvt == 'N' ) { return 5*m; } else { return std::max< std::ptrdiff_t >(3*m+n,5*m); } } } }; // // This implementation is enabled if Value is a complex type. // template< typename Value > struct gesvd_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 > static std::ptrdiff_t invoke( const char jobu, const char jobvt, MatrixA& a, VectorS& s, MatrixU& u, MatrixVT& vt, detail::workspace2< WORK, RWORK > 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(real_type())) >= min_size_rwork( minmn )); BOOST_ASSERT( bindings::size(work.select(value_type())) >= min_size_work( jobu, jobvt, bindings::size_row(a), bindings::size_column(a), 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( jobu == 'A' || jobu == 'S' || jobu == 'O' || jobu == 'N' ); BOOST_ASSERT( jobvt == 'A' || jobvt == 'S' || jobvt == 'O' || jobvt == 'N' ); return detail::gesvd( jobu, jobvt, 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())) ); } // // 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 jobu, const char jobvt, 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( jobu, jobvt, bindings::size_row(a), bindings::size_column(a), minmn ) ); bindings::detail::array< real_type > tmp_rwork( min_size_rwork( minmn ) ); return invoke( jobu, jobvt, a, s, u, vt, workspace( tmp_work, tmp_rwork ) ); } // // 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 jobu, const char jobvt, 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 ) ); detail::gesvd( jobu, jobvt, 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::detail::array< value_type > tmp_work( traits::detail::to_int( opt_size_work ) ); return invoke( jobu, jobvt, a, s, u, vt, workspace( tmp_work, tmp_rwork ) ); } // // Static member function that returns the minimum size of // workspace-array work. // static std::ptrdiff_t min_size_work( const char jobu, const char jobvt, const std::ptrdiff_t m, const std::ptrdiff_t n, const std::ptrdiff_t minmn ) { // // Contributed by Marco Guazzone // Also see http://tinyurl.com/5rbpdc5 // if ( minmn == 0 ) { return 1; } else if ( m >= n ) { if ( jobu == 'N' ) { return 3*n; } else { return 2*n+m; } } else { if ( jobvt == 'N' ) { return 3*m; } else { return 2*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 ) { return 5*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 gesvd_impl classes. In the // documentation, most overloads are collapsed to avoid a large number of // prototypes which are very similar. // // // Overloaded function for gesvd. 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 gesvd( const char jobu, const char jobvt, MatrixA& a, VectorS& s, MatrixU& u, MatrixVT& vt, Workspace work ) { return gesvd_impl< typename bindings::value_type< MatrixA >::type >::invoke( jobu, jobvt, a, s, u, vt, work ); } // // Overloaded function for gesvd. 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 gesvd( const char jobu, const char jobvt, MatrixA& a, VectorS& s, MatrixU& u, MatrixVT& vt ) { return gesvd_impl< typename bindings::value_type< MatrixA >::type >::invoke( jobu, jobvt, a, s, u, vt, optimal_workspace() ); } } // namespace lapack } // namespace bindings } // namespace numeric } // namespace boost #endif