Mercurial > hg > segmenter-vamp-plugin
diff armadillo-3.900.4/include/armadillo_bits/fn_svd.hpp @ 49:1ec0e2823891
Switch to using subrepo copies of qm-dsp, nnls-chroma, vamp-plugin-sdk; update Armadillo version; assume build without external BLAS/LAPACK
author | Chris Cannam |
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date | Thu, 13 Jun 2013 10:25:24 +0100 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/armadillo-3.900.4/include/armadillo_bits/fn_svd.hpp Thu Jun 13 10:25:24 2013 +0100 @@ -0,0 +1,194 @@ +// Copyright (C) 2009-2011 NICTA (www.nicta.com.au) +// Copyright (C) 2009-2011 Conrad Sanderson +// +// This Source Code Form is subject to the terms of the Mozilla Public +// License, v. 2.0. If a copy of the MPL was not distributed with this +// file, You can obtain one at http://mozilla.org/MPL/2.0/. + + +//! \addtogroup fn_svd +//! @{ + + + +template<typename T1> +inline +bool +svd + ( + Col<typename T1::pod_type>& S, + const Base<typename T1::elem_type,T1>& X, + const typename arma_blas_type_only<typename T1::elem_type>::result* junk = 0 + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + // it doesn't matter if X is an alias of S, as auxlib::svd() makes a copy of X + + const bool status = auxlib::svd(S, X); + + if(status == false) + { + S.reset(); + arma_bad("svd(): failed to converge", false); + } + + return status; + } + + + +template<typename T1> +inline +Col<typename T1::pod_type> +svd + ( + const Base<typename T1::elem_type,T1>& X, + const typename arma_blas_type_only<typename T1::elem_type>::result* junk = 0 + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + Col<typename T1::pod_type> out; + + const bool status = auxlib::svd(out, X); + + if(status == false) + { + out.reset(); + arma_bad("svd(): failed to converge"); + } + + return out; + } + + + +template<typename T1> +inline +bool +svd + ( + Mat<typename T1::elem_type>& U, + Col<typename T1::pod_type >& S, + Mat<typename T1::elem_type>& V, + const Base<typename T1::elem_type,T1>& X, + const char* method = "", + const typename arma_blas_type_only<typename T1::elem_type>::result* junk = 0 + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + arma_debug_check + ( + ( ((void*)(&U) == (void*)(&S)) || (&U == &V) || ((void*)(&S) == (void*)(&V)) ), + "svd(): two or more output objects are the same object" + ); + + bool use_divide_and_conquer = false; + + const char sig = method[0]; + + switch(sig) + { + case '\0': + case 's': + break; + + case 'd': + use_divide_and_conquer = true; + break; + + default: + { + arma_stop("svd(): unknown method specified"); + return false; + } + } + + // auxlib::svd() makes an internal copy of X + const bool status = (use_divide_and_conquer == false) ? auxlib::svd(U, S, V, X) : auxlib::svd_dc(U, S, V, X); + + if(status == false) + { + U.reset(); + S.reset(); + V.reset(); + arma_bad("svd(): failed to converge", false); + } + + return status; + } + + + +template<typename T1> +inline +bool +svd_econ + ( + Mat<typename T1::elem_type>& U, + Col<typename T1::pod_type >& S, + Mat<typename T1::elem_type>& V, + const Base<typename T1::elem_type,T1>& X, + const char mode = 'b', + const typename arma_blas_type_only<typename T1::elem_type>::result* junk = 0 + ) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + arma_debug_check + ( + ( ((void*)(&U) == (void*)(&S)) || (&U == &V) || ((void*)(&S) == (void*)(&V)) ), + "svd_econ(): two or more output objects are the same object" + ); + + arma_debug_check + ( + ( (mode != 'l') && (mode != 'r') && (mode != 'b') ), + "svd_econ(): parameter 'mode' is incorrect" + ); + + + // auxlib::svd_econ() makes an internal copy of X + const bool status = auxlib::svd_econ(U, S, V, X, mode); + + if(status == false) + { + U.reset(); + S.reset(); + V.reset(); + arma_bad("svd_econ(): failed to converge", false); + } + + return status; + } + + + +template<typename T1> +arma_deprecated +inline +bool +svd_thin + ( + Mat<typename T1::elem_type>& U, + Col<typename T1::pod_type >& S, + Mat<typename T1::elem_type>& V, + const Base<typename T1::elem_type,T1>& X, + const char mode = 'b', + const typename arma_blas_type_only<typename T1::elem_type>::result* junk = 0 + ) + { + arma_ignore(junk); + + return svd_econ(U,S,V,X,mode); + } + + + +//! @}