template<typename T> void test_minres_T() { MINRES<SparseMatrix<T>, Lower|Upper, DiagonalPreconditioner<T> > minres_colmajor_diag; MINRES<SparseMatrix<T>, Lower, IdentityPreconditioner > minres_colmajor_lower_I; MINRES<SparseMatrix<T>, Upper, IdentityPreconditioner > minres_colmajor_upper_I; // MINRES<SparseMatrix<T>, Lower, IncompleteLUT<T> > minres_colmajor_ilut; //minres<SparseMatrix<T>, SSORPreconditioner<T> > minres_colmajor_ssor; // CALL_SUBTEST( check_sparse_square_solving(minres_colmajor_diag) ); // CALL_SUBTEST( check_sparse_square_solving(minres_colmajor_ilut) ); //CALL_SUBTEST( check_sparse_square_solving(minres_colmajor_ssor) ); // Diagonal preconditioner MINRES<SparseMatrix<T>, Lower, DiagonalPreconditioner<T> > minres_colmajor_lower_diag; MINRES<SparseMatrix<T>, Upper, DiagonalPreconditioner<T> > minres_colmajor_upper_diag; MINRES<SparseMatrix<T>, Upper|Lower, DiagonalPreconditioner<T> > minres_colmajor_uplo_diag; // call tests for SPD matrix CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_lower_I) ); CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_upper_I) ); CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_lower_diag) ); CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_upper_diag) ); // CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_uplo_diag) ); // TO DO: symmetric semi-definite matrix // TO DO: symmetric indefinite matrix }
template<typename T> void test_conjugate_gradient_T() { ConjugateGradient<SparseMatrix<T>, Lower> cg_colmajor_lower_diag; ConjugateGradient<SparseMatrix<T>, Upper> cg_colmajor_upper_diag; ConjugateGradient<SparseMatrix<T>, Lower, IdentityPreconditioner> cg_colmajor_lower_I; ConjugateGradient<SparseMatrix<T>, Upper, IdentityPreconditioner> cg_colmajor_upper_I; CALL_SUBTEST( check_sparse_spd_solving(cg_colmajor_lower_diag) ); CALL_SUBTEST( check_sparse_spd_solving(cg_colmajor_upper_diag) ); CALL_SUBTEST( check_sparse_spd_solving(cg_colmajor_lower_I) ); CALL_SUBTEST( check_sparse_spd_solving(cg_colmajor_upper_I) ); }
template<typename T> void test_pastix_T() { PastixLLT< SparseMatrix<T, ColMajor>, Eigen::Lower > pastix_llt_lower; PastixLDLT< SparseMatrix<T, ColMajor>, Eigen::Lower > pastix_ldlt_lower; PastixLLT< SparseMatrix<T, ColMajor>, Eigen::Upper > pastix_llt_upper; PastixLDLT< SparseMatrix<T, ColMajor>, Eigen::Upper > pastix_ldlt_upper; PastixLU< SparseMatrix<T, ColMajor> > pastix_lu; check_sparse_spd_solving(pastix_llt_lower); check_sparse_spd_solving(pastix_ldlt_lower); check_sparse_spd_solving(pastix_llt_upper); check_sparse_spd_solving(pastix_ldlt_upper); check_sparse_square_solving(pastix_lu); }
template<typename T> void test_pardiso_T() { PardisoLLT < SparseMatrix<T, RowMajor>, Lower> pardiso_llt_lower; PardisoLLT < SparseMatrix<T, RowMajor>, Upper> pardiso_llt_upper; PardisoLDLT < SparseMatrix<T, RowMajor>, Lower> pardiso_ldlt_lower; PardisoLDLT < SparseMatrix<T, RowMajor>, Upper> pardiso_ldlt_upper; PardisoLU < SparseMatrix<T, RowMajor> > pardiso_lu; check_sparse_spd_solving(pardiso_llt_lower); check_sparse_spd_solving(pardiso_llt_upper); check_sparse_spd_solving(pardiso_ldlt_lower); check_sparse_spd_solving(pardiso_ldlt_upper); check_sparse_square_solving(pardiso_lu); }
template<typename T, typename I> void test_simplicial_cholesky_T() { typedef SparseMatrix<T,0,I> SparseMatrixType; SimplicialCholesky<SparseMatrixType, Lower> chol_colmajor_lower_amd; SimplicialCholesky<SparseMatrixType, Upper> chol_colmajor_upper_amd; SimplicialLLT< SparseMatrixType, Lower> llt_colmajor_lower_amd; SimplicialLLT< SparseMatrixType, Upper> llt_colmajor_upper_amd; SimplicialLDLT< SparseMatrixType, Lower> ldlt_colmajor_lower_amd; SimplicialLDLT< SparseMatrixType, Upper> ldlt_colmajor_upper_amd; SimplicialLDLT< SparseMatrixType, Lower, NaturalOrdering<I> > ldlt_colmajor_lower_nat; SimplicialLDLT< SparseMatrixType, Upper, NaturalOrdering<I> > ldlt_colmajor_upper_nat; check_sparse_spd_solving(chol_colmajor_lower_amd); check_sparse_spd_solving(chol_colmajor_upper_amd); check_sparse_spd_solving(llt_colmajor_lower_amd); check_sparse_spd_solving(llt_colmajor_upper_amd); check_sparse_spd_solving(ldlt_colmajor_lower_amd); check_sparse_spd_solving(ldlt_colmajor_upper_amd); check_sparse_spd_determinant(chol_colmajor_lower_amd); check_sparse_spd_determinant(chol_colmajor_upper_amd); check_sparse_spd_determinant(llt_colmajor_lower_amd); check_sparse_spd_determinant(llt_colmajor_upper_amd); check_sparse_spd_determinant(ldlt_colmajor_lower_amd); check_sparse_spd_determinant(ldlt_colmajor_upper_amd); check_sparse_spd_solving(ldlt_colmajor_lower_nat, 300, 1000); check_sparse_spd_solving(ldlt_colmajor_upper_nat, 300, 1000); }
template<typename T> void test_minres_T() { // Identity preconditioner MINRES<SparseMatrix<T>, Lower, IdentityPreconditioner > minres_colmajor_lower_I; MINRES<SparseMatrix<T>, Upper, IdentityPreconditioner > minres_colmajor_upper_I; // Diagonal preconditioner MINRES<SparseMatrix<T>, Lower, DiagonalPreconditioner<T> > minres_colmajor_lower_diag; MINRES<SparseMatrix<T>, Upper, DiagonalPreconditioner<T> > minres_colmajor_upper_diag; // call tests for SPD matrix CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_lower_I) ); CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_upper_I) ); CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_lower_diag) ); CALL_SUBTEST( check_sparse_spd_solving(minres_colmajor_upper_diag) ); // TO DO: symmetric semi-definite matrix // TO DO: symmetric indefinite matrix }
template<typename T> void test_simplicial_cholesky_T() { SimplicialCholesky<SparseMatrix<T>, Lower> chol_colmajor_lower; SimplicialCholesky<SparseMatrix<T>, Upper> chol_colmajor_upper; SimplicialLLt<SparseMatrix<T>, Lower> llt_colmajor_lower; SimplicialLDLt<SparseMatrix<T>, Upper> llt_colmajor_upper; SimplicialLDLt<SparseMatrix<T>, Lower> ldlt_colmajor_lower; SimplicialLDLt<SparseMatrix<T>, Upper> ldlt_colmajor_upper; check_sparse_spd_solving(chol_colmajor_lower); check_sparse_spd_solving(chol_colmajor_upper); check_sparse_spd_solving(llt_colmajor_lower); check_sparse_spd_solving(llt_colmajor_upper); check_sparse_spd_solving(ldlt_colmajor_lower); check_sparse_spd_solving(ldlt_colmajor_upper); check_sparse_spd_determinant(chol_colmajor_lower); check_sparse_spd_determinant(chol_colmajor_upper); check_sparse_spd_determinant(llt_colmajor_lower); check_sparse_spd_determinant(llt_colmajor_upper); check_sparse_spd_determinant(ldlt_colmajor_lower); check_sparse_spd_determinant(ldlt_colmajor_upper); }