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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/op_rcond_meat.hpp | |
download | fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.tar.gz fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.zip |
Move into version control
Diffstat (limited to 'src/armadillo/include/armadillo_bits/op_rcond_meat.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/op_rcond_meat.hpp | 113 |
1 files changed, 113 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/op_rcond_meat.hpp b/src/armadillo/include/armadillo_bits/op_rcond_meat.hpp new file mode 100644 index 0000000..48123bd --- /dev/null +++ b/src/armadillo/include/armadillo_bits/op_rcond_meat.hpp @@ -0,0 +1,113 @@ +// 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 op_rcond +//! @{ + + + +template<typename T1> +inline +typename T1::pod_type +op_rcond::apply(const Base<typename T1::elem_type, T1>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT; + typedef typename T1::pod_type T; + + if(strip_trimat<T1>::do_trimat) + { + const strip_trimat<T1> S(X.get_ref()); + + const quasi_unwrap<typename strip_trimat<T1>::stored_type> U(S.M); + + arma_debug_check( (U.M.is_square() == false), "rcond(): matrix must be square sized" ); + + const uword layout = (S.do_triu) ? uword(0) : uword(1); + + return auxlib::rcond_trimat(U.M, layout); + } + + Mat<eT> A = X.get_ref(); + + arma_debug_check( (A.is_square() == false), "rcond(): matrix must be square sized" ); + + if(A.is_empty()) { return Datum<T>::inf; } + + if(is_op_diagmat<T1>::value || A.is_diagmat()) + { + arma_extra_debug_print("op_rcond::apply(): detected diagonal matrix"); + + const eT* colmem = A.memptr(); + const uword N = A.n_rows; + + T abs_min = Datum<T>::inf; + T abs_max = T(0); + + for(uword i=0; i<N; ++i) + { + const T abs_val = std::abs(colmem[i]); + + abs_min = (abs_val < abs_min) ? abs_val : abs_min; + abs_max = (abs_val > abs_max) ? abs_val : abs_max; + + colmem += N; + } + + if((abs_min == T(0)) || (abs_max == T(0))) { return T(0); } + + return T(abs_min / abs_max); + } + + const bool is_triu = trimat_helper::is_triu(A); + const bool is_tril = (is_triu) ? false : trimat_helper::is_tril(A); + + if(is_triu || is_tril) + { + const uword layout = (is_triu) ? uword(0) : uword(1); + + return auxlib::rcond_trimat(A, layout); + } + + const bool try_sympd = arma_config::optimise_sym && (auxlib::crippled_lapack(A) ? false : sym_helper::guess_sympd(A)); + + if(try_sympd) + { + arma_extra_debug_print("op_rcond::apply(): attempting sympd optimisation"); + + bool calc_ok = false; + + const T out_val = auxlib::rcond_sympd(A, calc_ok); + + if(calc_ok) { return out_val; } + + arma_extra_debug_print("op_rcond::apply(): sympd optimisation failed"); + + // auxlib::rcond_sympd() may have failed because A isn't really sympd + // restore A, as auxlib::rcond_sympd() may have destroyed it + A = X.get_ref(); + // fallthrough to the next return statement + } + + return auxlib::rcond(A); + } + + + +//! @} |