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      1 // This file is part of Eigen, a lightweight C++ template library
      2 // for linear algebra.
      3 //
      4 // Copyright (C) 2009 Benoit Jacob <jacob.benoit.1 (at) gmail.com>
      5 //
      6 // This Source Code Form is subject to the terms of the Mozilla
      7 // Public License v. 2.0. If a copy of the MPL was not distributed
      8 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
      9 
     10 #include "main.h"
     11 #include <Eigen/LU>
     12 #include <algorithm>
     13 
     14 template<typename MatrixType> void inverse_permutation_4x4()
     15 {
     16   typedef typename MatrixType::Scalar Scalar;
     17   typedef typename MatrixType::RealScalar RealScalar;
     18   Vector4i indices(0,1,2,3);
     19   for(int i = 0; i < 24; ++i)
     20   {
     21     MatrixType m = PermutationMatrix<4>(indices);
     22     MatrixType inv = m.inverse();
     23     double error = double( (m*inv-MatrixType::Identity()).norm() / NumTraits<Scalar>::epsilon() );
     24     EIGEN_DEBUG_VAR(error)
     25     VERIFY(error == 0.0);
     26     std::next_permutation(indices.data(),indices.data()+4);
     27   }
     28 }
     29 
     30 template<typename MatrixType> void inverse_general_4x4(int repeat)
     31 {
     32   typedef typename MatrixType::Scalar Scalar;
     33   typedef typename MatrixType::RealScalar RealScalar;
     34   double error_sum = 0., error_max = 0.;
     35   for(int i = 0; i < repeat; ++i)
     36   {
     37     MatrixType m;
     38     RealScalar absdet;
     39     do {
     40       m = MatrixType::Random();
     41       absdet = internal::abs(m.determinant());
     42     } while(absdet < NumTraits<Scalar>::epsilon());
     43     MatrixType inv = m.inverse();
     44     double error = double( (m*inv-MatrixType::Identity()).norm() * absdet / NumTraits<Scalar>::epsilon() );
     45     error_sum += error;
     46     error_max = (std::max)(error_max, error);
     47   }
     48   std::cerr << "inverse_general_4x4, Scalar = " << type_name<Scalar>() << std::endl;
     49   double error_avg = error_sum / repeat;
     50   EIGEN_DEBUG_VAR(error_avg);
     51   EIGEN_DEBUG_VAR(error_max);
     52    // FIXME that 1.25 used to be a 1.0 until the NumTraits changes on 28 April 2010, what's going wrong??
     53    // FIXME that 1.25 used to be 1.2 until we tested gcc 4.1 on 30 June 2010 and got 1.21.
     54   VERIFY(error_avg < (NumTraits<Scalar>::IsComplex ? 8.0 : 1.25));
     55   VERIFY(error_max < (NumTraits<Scalar>::IsComplex ? 64.0 : 20.0));
     56 }
     57 
     58 void test_prec_inverse_4x4()
     59 {
     60   CALL_SUBTEST_1((inverse_permutation_4x4<Matrix4f>()));
     61   CALL_SUBTEST_1(( inverse_general_4x4<Matrix4f>(200000 * g_repeat) ));
     62 
     63   CALL_SUBTEST_2((inverse_permutation_4x4<Matrix<double,4,4,RowMajor> >()));
     64   CALL_SUBTEST_2(( inverse_general_4x4<Matrix<double,4,4,RowMajor> >(200000 * g_repeat) ));
     65 
     66   CALL_SUBTEST_3((inverse_permutation_4x4<Matrix4cf>()));
     67   CALL_SUBTEST_3((inverse_general_4x4<Matrix4cf>(50000 * g_repeat)));
     68 }
     69