/* * This example demonstrates the use of C++ bindings to call arpack. * * Use arpack as you would have normally done, but, use [ae]upd instead * of *[ae]upd_. The main advantage is that compiler checks the argument types * and the correct function is called based on the type (float vs double vs * complex). Note: to debug arpack, call debug_c. This is a test program to * solve for the 9 largest eigenvalues of A*x = lambda*x where A is the diagonal * matrix with entries 1000, 999, ... , 2, 1 on the diagonal. */ #include #include #include #include #include "arpack.hpp" #include "debug_c.hpp" // debug arpack. #include "stat_c.hpp" // arpack statistics. template void diagonal_matrix_vector_product(Real const* const x, Real* const y) { for (int i = 0; i < 1000; ++i) { y[i] = static_cast(i + 1) * x[i]; } } template void real_symmetric_runner(double const& tol_check) { a_int const N = 1000; a_int const nev = 9; a_int const ncv = 2 * nev + 1; a_int const ldv = N; a_int const ldz = N + 1; a_int const lworkl = 3 * (ncv * ncv) + 6 * ncv; Real const tol = 0.000001; // small tol => more stable checks after EV computation. Real const sigma = 0.0; a_int const rvec = 1; std::vector resid(N); std::vector V(ncv * N); std::vector workd(3 * N, 0.0); std::vector workl(lworkl, 0.0); std::vector d((nev + 1)); std::vector z((N + 1) * (nev + 1)); std::array iparam{}; iparam[0] = 1; iparam[2] = 10 * N; iparam[3] = 1; iparam[4] = 0; // number of ev found by arpack. iparam[6] = 1; std::array ipntr{}; a_int info = 0, ido = 0; while (ido != 99) { arpack::saupd(ido, arpack::bmat::identity, N, arpack::which::largest_magnitude, nev, tol, resid.data(), ncv, V.data(), ldv, iparam.data(), ipntr.data(), workd.data(), workl.data(), lworkl, info); diagonal_matrix_vector_product(&(workd[ipntr[0] - 1]), &(workd[ipntr[1] - 1])); } // check number of ev found by arpack. if (iparam[4] < nev) { /*arpack may succeed to compute more EV than expected*/ std::cout << "ERROR: iparam[4] " << iparam[4] << ", nev " << nev << ", info " << info << std::endl; throw std::domain_error("Error inside ARPACK routines"); } std::vector select(ncv); for (int i = 0; i < ncv; i++) select[i] = 1; arpack::seupd(rvec, arpack::howmny::ritz_vectors, select.data(), d.data(), z.data(), ldz, sigma, arpack::bmat::identity, N, arpack::which::largest_magnitude, nev, tol, resid.data(), ncv, V.data(), ldv, iparam.data(), ipntr.data(), workd.data(), workl.data(), lworkl, info); for (int i = 0; i < nev; ++i) { Real val = d[i]; Real ref = static_cast(N - (nev - 1) + i); Real eps = std::fabs(val - ref); std::cout << val << " - " << ref << " - " << eps << std::endl; /*eigen value order: smallest -> biggest*/ if (eps > tol_check) { throw std::domain_error("Correct eigenvalues not computed"); } } std::cout << "------\n"; } template void diagonal_matrix_vector_product(std::complex const* const x, std::complex* const y) { for (int i = 0; i < 1000; ++i) { y[i] = x[i] * std::complex{Real(i + 1), Real(i + 1)}; } } template void complex_symmetric_runner(double const& tol_check) { a_int const N = 1000; a_int const nev = 9; a_int const ncv = 2 * nev + 1; a_int const ldv = N; a_int const ldz = N + 1; a_int const lworkl = 3 * (ncv * ncv) + 6 * ncv; Real const tol = 0.000001; // small tol => more stable checks after EV computation. std::complex const sigma(0.0, 0.0); a_int const rvec = 0; std::vector> resid(N); std::vector> V(ncv * N); std::vector> workd(3 * N); std::vector> workl(lworkl); std::vector> d(nev + 1); std::vector> z((N + 1) * (nev + 1)); std::vector rwork(ncv); std::vector> workev(2 * ncv); std::array iparam{}; iparam[0] = 1; iparam[2] = 10 * N; iparam[3] = 1; iparam[4] = 0; // number of ev found by arpack. iparam[6] = 1; std::array ipntr{}; a_int info = 0, ido = 0; while (ido != 99) { arpack::naupd(ido, arpack::bmat::identity, N, arpack::which::largest_magnitude, nev, tol, resid.data(), ncv, V.data(), ldv, iparam.data(), ipntr.data(), workd.data(), workl.data(), lworkl, rwork.data(), info); diagonal_matrix_vector_product(&(workd[ipntr[0] - 1]), &(workd[ipntr[1] - 1])); } // check number of ev found by arpack. if (iparam[4] < nev) { /*arpack may succeed to compute more EV than expected*/ std::cout << "ERROR: iparam[4] " << iparam[4] << ", nev " << nev << ", info " << info << std::endl; throw std::domain_error("Error inside ARPACK routines"); } std::vector select(ncv); for (int i = 0; i < ncv; i++) select[i] = 1; arpack::neupd(rvec, arpack::howmny::ritz_vectors, select.data(), d.data(), z.data(), ldz, sigma, workev.data(), arpack::bmat::identity, N, arpack::which::largest_magnitude, nev, tol, resid.data(), ncv, V.data(), ldv, iparam.data(), ipntr.data(), workd.data(), workl.data(), lworkl, rwork.data(), info); for (int i = 0; i < nev; ++i) { Real rval = std::real(d[i]); Real rref = static_cast(N - (nev - 1) + i); Real reps = std::fabs(rval - rref); Real ival = std::imag(d[i]); Real iref = static_cast(N - (nev - 1) + i); Real ieps = std::fabs(ival - iref); std::cout << rval << " " << ival << " - " << rref << " " << iref << " - " << reps << " " << ieps << std::endl; /*eigen value order: smallest -> biggest*/ if (reps > tol_check || ieps > tol_check) { throw std::domain_error("Correct eigenvalues not computed"); } } } int main() { sstats_c(); // arpack without debug real_symmetric_runner(1.); real_symmetric_runner(1.e-05); a_int nopx_c, nbx_c, nrorth_c, nitref_c, nrstrt_c; float tsaupd_c, tsaup2_c, tsaitr_c, tseigt_c, tsgets_c, tsapps_c, tsconv_c; float tnaupd_c, tnaup2_c, tnaitr_c, tneigt_c, tngets_c, tnapps_c, tnconv_c; float tcaupd_c, tcaup2_c, tcaitr_c, tceigt_c, tcgets_c, tcapps_c, tcconv_c; float tmvopx_c, tmvbx_c, tgetv0_c, titref_c, trvec_c; stat_c(nopx_c, nbx_c, nrorth_c, nitref_c, nrstrt_c, tsaupd_c, tsaup2_c, tsaitr_c, tseigt_c, tsgets_c, tsapps_c, tsconv_c, tnaupd_c, tnaup2_c, tnaitr_c, tneigt_c, tngets_c, tnapps_c, tnconv_c, tcaupd_c, tcaup2_c, tcaitr_c, tceigt_c, tcgets_c, tcapps_c, tcconv_c, tmvopx_c, tmvbx_c, tgetv0_c, titref_c, trvec_c); std::cout << "Timers : nopx " << nopx_c << ", tmvopx " << tmvopx_c; std::cout << " - nbx " << nbx_c << ", tmvbx " << tmvbx_c << std::endl; std::cout << "------" << std::endl; // set debug flags debug_c(6, -6, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1); // arpack with debug complex_symmetric_runner(1.); complex_symmetric_runner(1.e-05); return 0; }