From b64b9d017267b7a0e057a41171574e7dc9cd428b Mon Sep 17 00:00:00 2001 From: Gael Guennebaud Date: Wed, 20 Jul 2016 15:20:14 +0200 Subject: Add a unit test to stress our solvers with Boost.Multiprecision --- test/boostmultiprec.cpp | 137 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 137 insertions(+) create mode 100644 test/boostmultiprec.cpp (limited to 'test/boostmultiprec.cpp') diff --git a/test/boostmultiprec.cpp b/test/boostmultiprec.cpp new file mode 100644 index 000000000..a75711ff4 --- /dev/null +++ b/test/boostmultiprec.cpp @@ -0,0 +1,137 @@ +// This file is part of Eigen, a lightweight C++ template library +// for linear algebra. +// +// Copyright (C) 2016 Gael Guennebaud +// +// This Source Code Form is subject to the terms of the Mozilla +// Public License v. 2.0. If a copy of the MPL was not distributed +// with this file, You can obtain one at http://mozilla.org/MPL/2.0/. + +#ifdef EIGEN_TEST_MAX_SIZE +#undef EIGEN_TEST_MAX_SIZE +#endif + +#define EIGEN_TEST_MAX_SIZE 50 + +#ifdef EIGEN_TEST_PART_1 +#include "cholesky.cpp" +#endif + +#ifdef EIGEN_TEST_PART_2 +#include "lu.cpp" +#endif + +#ifdef EIGEN_TEST_PART_3 +#include "qr.cpp" +#endif + +#ifdef EIGEN_TEST_PART_4 +#include "qr_colpivoting.cpp" +#endif + +#ifdef EIGEN_TEST_PART_5 +#include "qr_fullpivoting.cpp" +#endif + +#ifdef EIGEN_TEST_PART_6 +#include "eigensolver_selfadjoint.cpp" +#endif + +#ifdef EIGEN_TEST_PART_7 +#include "jacobisvd.cpp" +#endif + +#ifdef EIGEN_TEST_PART_8 +#include "bdcsvd.cpp" +#endif + +#include + +#undef min +#undef max +#undef isnan +#undef isinf +#undef isfinite + +#include +#include + +namespace mp = boost::multiprecision; +typedef mp::number, mp::et_off> Real; + +namespace Eigen { + template<> struct NumTraits : GenericNumTraits { + static inline Real dummy_precision() { return 1e-50; } + }; + + template<> + Real test_precision() { return 1e-50; } +} + +namespace boost { +namespace multiprecision { + // to make ADL works as expected: + using boost::math::isfinite; + + // some specialization for the unit tests: + inline bool test_isMuchSmallerThan(const Real& a, const Real& b) { + return internal::isMuchSmallerThan(a, b, test_precision()); + } + + inline bool test_isApprox(const Real& a, const Real& b) { + return internal::isApprox(a, b, test_precision()); + } + + inline bool test_isApproxOrLessThan(const Real& a, const Real& b) + { return internal::isApproxOrLessThan(a, b, test_precision()); } + + Real get_test_precision(const Real*) { + return test_precision(); + } + + Real test_relative_error(const Real &a, const Real &b) { + return Eigen::numext::sqrt(Real(Eigen::numext::abs2(a-b))/Real((Eigen::numext::mini)(Eigen::numext::abs2(a),Eigen::numext::abs2(b)))); + } +} +} + +namespace Eigen { + +} + +void test_boostmultiprec() +{ + typedef Matrix Mat; + + std::cout << "NumTraits::epsilon() = " << NumTraits::epsilon() << std::endl; + std::cout << "NumTraits::dummy_precision() = " << NumTraits::dummy_precision() << std::endl; + std::cout << "NumTraits::lowest() = " << NumTraits::lowest() << std::endl; + std::cout << "NumTraits::highest() = " << NumTraits::highest() << std::endl; + + for(int i = 0; i < g_repeat; i++) { + int s = internal::random(1,EIGEN_TEST_MAX_SIZE); + + CALL_SUBTEST_1( cholesky(Mat(s,s)) ); + + CALL_SUBTEST_2( lu_non_invertible() ); + CALL_SUBTEST_2( lu_invertible() ); + + CALL_SUBTEST_3( qr(Mat(internal::random(1,EIGEN_TEST_MAX_SIZE),internal::random(1,EIGEN_TEST_MAX_SIZE))) ); + CALL_SUBTEST_3( qr_invertible() ); + + CALL_SUBTEST_4( qr() ); + CALL_SUBTEST_4( cod() ); + CALL_SUBTEST_4( qr_invertible() ); + + CALL_SUBTEST_5( qr() ); + CALL_SUBTEST_5( qr_invertible() ); + + CALL_SUBTEST_6( selfadjointeigensolver(Mat(s,s)) ); + + TEST_SET_BUT_UNUSED_VARIABLE(s) + } + + CALL_SUBTEST_7(( jacobisvd(Mat(internal::random(EIGEN_TEST_MAX_SIZE/4, EIGEN_TEST_MAX_SIZE), internal::random(EIGEN_TEST_MAX_SIZE/4, EIGEN_TEST_MAX_SIZE/2))) )); + CALL_SUBTEST_8(( bdcsvd(Mat(internal::random(EIGEN_TEST_MAX_SIZE/4, EIGEN_TEST_MAX_SIZE), internal::random(EIGEN_TEST_MAX_SIZE/4, EIGEN_TEST_MAX_SIZE/2))) )); +} + -- cgit v1.2.3