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author | Nao Pross <np@0hm.ch> | 2024-02-12 14:52:43 +0100 |
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committer | Nao Pross <np@0hm.ch> | 2024-02-12 14:52:43 +0100 |
commit | eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch) | |
tree | bc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/fn_chol.hpp | |
download | fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.tar.gz fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.zip |
Move into version control
Diffstat (limited to 'src/armadillo/include/armadillo_bits/fn_chol.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/fn_chol.hpp | 149 |
1 files changed, 149 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/fn_chol.hpp b/src/armadillo/include/armadillo_bits/fn_chol.hpp new file mode 100644 index 0000000..dfd9e6e --- /dev/null +++ b/src/armadillo/include/armadillo_bits/fn_chol.hpp @@ -0,0 +1,149 @@ +// SPDX-License-Identifier: Apache-2.0 +// +// Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au) +// Copyright 2008-2016 National ICT Australia (NICTA) +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// ------------------------------------------------------------------------ + + +//! \addtogroup fn_chol +//! @{ + + + +template<typename T1> +arma_warn_unused +inline +typename enable_if2< is_supported_blas_type<typename T1::elem_type>::value, const Op<T1, op_chol> >::result +chol + ( + const Base<typename T1::elem_type,T1>& X, + const char* layout = "upper" + ) + { + arma_extra_debug_sigprint(); + + const char sig = (layout != nullptr) ? layout[0] : char(0); + + arma_debug_check( ((sig != 'u') && (sig != 'l')), "chol(): layout must be \"upper\" or \"lower\"" ); + + return Op<T1, op_chol>(X.get_ref(), ((sig == 'u') ? 0 : 1), 0 ); + } + + + +template<typename T1> +inline +typename enable_if2< is_supported_blas_type<typename T1::elem_type>::value, bool >::result +chol + ( + Mat<typename T1::elem_type>& out, + const Base<typename T1::elem_type,T1>& X, + const char* layout = "upper" + ) + { + arma_extra_debug_sigprint(); + + const char sig = (layout != nullptr) ? layout[0] : char(0); + + arma_debug_check( ((sig != 'u') && (sig != 'l')), "chol(): layout must be \"upper\" or \"lower\"" ); + + const bool status = op_chol::apply_direct(out, X.get_ref(), ((sig == 'u') ? 0 : 1)); + + if(status == false) + { + out.soft_reset(); + arma_debug_warn_level(3, "chol(): decomposition failed"); + } + + return status; + } + + + +template<typename T1> +inline +typename enable_if2< is_supported_blas_type<typename T1::elem_type>::value, bool >::result +chol + ( + Mat<typename T1::elem_type>& out, + Mat<uword>& P, + const Base<typename T1::elem_type,T1>& X, + const char* layout = "upper", + const char* P_mode = "matrix" + ) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT; + + const char sig_layout = (layout != nullptr) ? layout[0] : char(0); + const char sig_P_mode = (P_mode != nullptr) ? P_mode[0] : char(0); + + arma_debug_check( ((sig_layout != 'u') && (sig_layout != 'l')), "chol(): argument 'layout' must be \"upper\" or \"lower\"" ); + arma_debug_check( ((sig_P_mode != 'm') && (sig_P_mode != 'v')), "chol(): argument 'P_mode' must be \"vector\" or \"matrix\"" ); + + out = X.get_ref(); + + arma_debug_check( (out.is_square() == false), "chol(): given matrix must be square sized", [&](){ out.soft_reset(); } ); + + if(out.is_empty()) + { + P.reset(); + return true; + } + + if((arma_config::debug) && (auxlib::rudimentary_sym_check(out) == false)) + { + if(is_cx<eT>::no ) { arma_debug_warn_level(1, "chol(): given matrix is not symmetric"); } + if(is_cx<eT>::yes) { arma_debug_warn_level(1, "chol(): given matrix is not hermitian"); } + } + + bool status = false; + + if(sig_P_mode == 'v') + { + status = auxlib::chol_pivot(out, P, ((sig_layout == 'u') ? 0 : 1)); + } + else + if(sig_P_mode == 'm') + { + Mat<uword> P_vec; + + status = auxlib::chol_pivot(out, P_vec, ((sig_layout == 'u') ? 0 : 1)); + + if(status) + { + // construct P + + const uword N = P_vec.n_rows; + + P.zeros(N,N); + + for(uword i=0; i < N; ++i) { P.at(P_vec[i], i) = uword(1); } + } + } + + if(status == false) + { + out.soft_reset(); + P.soft_reset(); + arma_debug_warn_level(3, "chol(): decomposition failed"); + } + + return status; + } + + + +//! @} |