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authorNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
committerNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
commiteda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch)
treebc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/sp_auxlib_bones.hpp
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+// 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 sp_auxlib
+//! @{
+
+
+//! wrapper for accesing external functions in ARPACK and SuperLU
+class sp_auxlib
+ {
+ public:
+
+ enum form_type
+ {
+ form_none, form_lm, form_sm, form_lr, form_la, form_sr, form_li, form_si, form_sa, form_sigma
+ };
+
+ inline static form_type interpret_form_str(const char* form_str);
+
+ //
+ // eigs_sym() for real matrices
+
+ template<typename eT, typename T1>
+ inline static bool eigs_sym(Col<eT>& eigval, Mat<eT>& eigvec, const SpBase<eT, T1>& X, const uword n_eigvals, const form_type form_val, const eigs_opts& opts);
+
+ template<typename eT, typename T1>
+ inline static bool eigs_sym(Col<eT>& eigval, Mat<eT>& eigvec, const SpBase<eT, T1>& X, const uword n_eigvals, const eT sigma, const eigs_opts& opts);
+
+ template<typename eT>
+ inline static bool eigs_sym_newarp(Col<eT>& eigval, Mat<eT>& eigvec, const SpMat<eT>& X, const uword n_eigvals, const form_type form_val, const eigs_opts& opts);
+
+ template<typename eT>
+ inline static bool eigs_sym_newarp(Col<eT>& eigval, Mat<eT>& eigvec, const SpMat<eT>& X, const uword n_eigvals, const eT sigma, const eigs_opts& opts);
+
+ template<typename eT, bool use_sigma>
+ inline static bool eigs_sym_arpack(Col<eT>& eigval, Mat<eT>& eigvec, const SpMat<eT>& X, const uword n_eigvals, const form_type form_val, const eT sigma, const eigs_opts& opts);
+
+ //
+ // eigs_gen() for real matrices
+
+ template<typename T, typename T1>
+ inline static bool eigs_gen(Col< std::complex<T> >& eigval, Mat< std::complex<T> >& eigvec, const SpBase<T, T1>& X, const uword n_eigvals, const form_type form_val, const eigs_opts& opts);
+
+ template<typename T, typename T1>
+ inline static bool eigs_gen(Col< std::complex<T> >& eigval, Mat< std::complex<T> >& eigvec, const SpBase<T, T1>& X, const uword n_eigvals, const std::complex<T> sigma, const eigs_opts& opts);
+
+ template<typename T>
+ inline static bool eigs_gen_newarp(Col< std::complex<T> >& eigval, Mat< std::complex<T> >& eigvec, const SpMat<T>& X, const uword n_eigvals, const form_type form_val, const eigs_opts& opts);
+
+ template<typename T, bool use_sigma>
+ inline static bool eigs_gen_arpack(Col< std::complex<T> >& eigval, Mat< std::complex<T> >& eigvec, const SpMat<T>& X, const uword n_eigvals, const form_type form_val, const std::complex<T> sigma, const eigs_opts& opts);
+
+ //
+ // eigs_gen() for complex matrices
+
+ template<typename T, typename T1>
+ inline static bool eigs_gen(Col< std::complex<T> >& eigval, Mat< std::complex<T> >& eigvec, const SpBase< std::complex<T>, T1>& X, const uword n_eigvals, const form_type form_val, const eigs_opts& opts);
+
+ template<typename T, typename T1>
+ inline static bool eigs_gen(Col< std::complex<T> >& eigval, Mat< std::complex<T> >& eigvec, const SpBase< std::complex<T>, T1>& X, const uword n_eigvals, const std::complex<T> sigma, const eigs_opts& opts);
+
+ template<typename T, bool use_sigma>
+ inline static bool eigs_gen(Col< std::complex<T> >& eigval, Mat< std::complex<T> >& eigvec, const SpMat< std::complex<T> >& X, const uword n_eigvals, const form_type form_val, const std::complex<T> sigma, const eigs_opts& opts);
+
+ //
+ // spsolve() via SuperLU
+
+ template<typename T1, typename T2>
+ inline static bool spsolve_simple(Mat<typename T1::elem_type>& out, const SpBase<typename T1::elem_type, T1>& A, const Base<typename T1::elem_type, T2>& B, const superlu_opts& user_opts);
+
+ template<typename T1, typename T2>
+ inline static bool spsolve_refine(Mat<typename T1::elem_type>& out, typename T1::pod_type& out_rcond, const SpBase<typename T1::elem_type, T1>& A, const Base<typename T1::elem_type, T2>& B, const superlu_opts& user_opts);
+
+ //
+ // support functions
+
+ #if defined(ARMA_USE_SUPERLU)
+
+ template<typename eT>
+ inline static typename get_pod_type<eT>::result norm1(superlu::SuperMatrix* A);
+
+ template<typename eT>
+ inline static typename get_pod_type<eT>::result lu_rcond(superlu::SuperMatrix* L, superlu::SuperMatrix* U, typename get_pod_type<eT>::result norm_val);
+
+ inline static void set_superlu_opts(superlu::superlu_options_t& options, const superlu_opts& user_opts);
+
+ template<typename eT>
+ inline static bool copy_to_supermatrix(superlu::SuperMatrix& out, const SpMat<eT>& A);
+
+ template<typename eT>
+ inline static bool copy_to_supermatrix_with_shift(superlu::SuperMatrix& out, const SpMat<eT>& A, const eT shift);
+
+ // // for debugging only
+ // template<typename eT>
+ // inline static void copy_to_spmat(SpMat<eT>& out, const superlu::SuperMatrix& A);
+
+ template<typename eT>
+ inline static bool wrap_to_supermatrix(superlu::SuperMatrix& out, const Mat<eT>& A);
+
+ inline static void destroy_supermatrix(superlu::SuperMatrix& out);
+
+ #endif
+
+
+
+ private:
+
+ // calls arpack saupd()/naupd() because the code is so similar for each
+ // all of the extra variables are later used by seupd()/neupd(), but those
+ // functions are very different and we can't combine their code
+
+ template<typename eT, typename T>
+ inline static void run_aupd_plain
+ (
+ const uword n_eigvals, char* which,
+ const SpMat<T>& X, const SpMat<T>& Xst, const bool sym,
+ blas_int& n, eT& tol, blas_int& maxiter,
+ podarray<T>& resid, blas_int& ncv, podarray<T>& v, blas_int& ldv,
+ podarray<blas_int>& iparam, podarray<blas_int>& ipntr,
+ podarray<T>& workd, podarray<T>& workl, blas_int& lworkl, podarray<eT>& rwork,
+ blas_int& info
+ );
+
+ template<typename eT, typename T>
+ inline static void run_aupd_shiftinvert
+ (
+ const uword n_eigvals, const T sigma,
+ const SpMat<T>& X, const bool sym,
+ blas_int& n, eT& tol, blas_int& maxiter,
+ podarray<T>& resid, blas_int& ncv, podarray<T>& v, blas_int& ldv,
+ podarray<blas_int>& iparam, podarray<blas_int>& ipntr,
+ podarray<T>& workd, podarray<T>& workl, blas_int& lworkl, podarray<eT>& rwork,
+ blas_int& info
+ );
+
+
+ template<typename eT>
+ inline static bool rudimentary_sym_check(const SpMat<eT>& X);
+
+ template<typename T>
+ inline static bool rudimentary_sym_check(const SpMat< std::complex<T> >& X);
+ };
+
+
+
+template<typename eT>
+struct eigs_randu_filler
+ {
+ std::mt19937_64 local_engine;
+ std::uniform_real_distribution<eT> local_u_distr;
+
+ inline eigs_randu_filler();
+
+ inline void fill(podarray<eT>& X, const uword N);
+ };
+
+
+template<typename T>
+struct eigs_randu_filler< std::complex<T> >
+ {
+ std::mt19937_64 local_engine;
+ std::uniform_real_distribution<T> local_u_distr;
+
+ inline eigs_randu_filler();
+
+ inline void fill(podarray< std::complex<T> >& X, const uword N);
+ };
+
+
+
+#if defined(ARMA_USE_SUPERLU)
+
+class superlu_supermatrix_wrangler
+ {
+ private:
+
+ bool used = false;
+
+ arma_aligned superlu::SuperMatrix m;
+
+ public:
+
+ inline ~superlu_supermatrix_wrangler();
+ inline superlu_supermatrix_wrangler();
+
+ inline superlu_supermatrix_wrangler(const superlu_supermatrix_wrangler&) = delete;
+ inline void operator= (const superlu_supermatrix_wrangler&) = delete;
+
+ inline superlu::SuperMatrix& get_ref();
+ inline superlu::SuperMatrix* get_ptr();
+ };
+
+
+class superlu_stat_wrangler
+ {
+ private:
+
+ arma_aligned superlu::SuperLUStat_t stat;
+
+ public:
+
+ inline ~superlu_stat_wrangler();
+ inline superlu_stat_wrangler();
+
+ inline superlu_stat_wrangler(const superlu_stat_wrangler&) = delete;
+ inline void operator= (const superlu_stat_wrangler&) = delete;
+
+ inline superlu::SuperLUStat_t* get_ptr();
+ };
+
+
+template<typename eT>
+class superlu_array_wrangler
+ {
+ private:
+
+ arma_aligned eT* mem = nullptr;
+
+ public:
+
+ inline ~superlu_array_wrangler();
+ inline superlu_array_wrangler();
+ inline superlu_array_wrangler(const uword n_elem);
+
+ inline void set_size(const uword n_elem);
+ inline void reset();
+
+ inline superlu_array_wrangler(const superlu_array_wrangler&) = delete;
+ inline void operator= (const superlu_array_wrangler&) = delete;
+
+ inline eT* get_ptr();
+ };
+
+
+template<typename eT>
+class superlu_worker
+ {
+ private:
+
+ bool factorisation_valid = false;
+
+ superlu_supermatrix_wrangler* l = nullptr;
+ superlu_supermatrix_wrangler* u = nullptr;
+
+ superlu_array_wrangler<int> perm_c;
+ superlu_array_wrangler<int> perm_r;
+
+ superlu_stat_wrangler stat;
+
+ public:
+
+ inline ~superlu_worker();
+ inline superlu_worker();
+
+ inline bool factorise(typename get_pod_type<eT>::result& out_rcond, const SpMat<eT>& A, const superlu_opts& user_opts);
+
+ inline bool solve(Mat<eT>& X, const Mat<eT>& B);
+
+ inline superlu_worker(const superlu_worker&) = delete;
+ inline void operator= (const superlu_worker&) = delete;
+ };
+
+#endif
+
+
+
+//! @}
+