void TestTriMatrixArith_C4a() { typedef std::complex<T> CT; tmv::Matrix<T,tmv::RowMajor> a1x(4,4); for(int i=0;i<4;++i) for(int j=0;j<4;++j) { a1x(i,j) = T(3+4*i-6*j); } a1x(0,0) = 14; a1x(1,0) = -2; a1x(2,0) = 7; a1x(3,0) = -10; a1x(2,2) = 30; tmv::Matrix<CT,tmv::RowMajor> ca1x = a1x; ca1x(2,3) += CT(2,3); ca1x(1,0) *= CT(0,2); ca1x.col(1) *= CT(-1,3); ca1x.row(3) += tmv::Vector<CT>(4,CT(1,9)); tmv::Matrix<T,tmv::ColMajor> a2x = a1x.transpose(); a2x.row(1) *= T(3); a2x.col(2) -= tmv::Vector<T>(4,4); tmv::Matrix<CT,tmv::ColMajor> ca2x = ca1x; ca2x -= a2x; ca2x *= CT(1,-2); ca2x(0,0) = CT(0,-5); tmv::UpperTriMatrixView<T> u1 = a1x.upperTri(); tmv::UpperTriMatrixView<CT> cu1 = ca1x.upperTri(); tmv::UpperTriMatrixView<T> u2 = a2x.upperTri(); tmv::UpperTriMatrixView<CT> cu2 = ca2x.upperTri(); tmv::UpperTriMatrixView<T> u4 = a1x.unitUpperTri(); tmv::UpperTriMatrixView<CT> cu4 = ca1x.unitUpperTri(); tmv::UpperTriMatrixView<T> u5 = a2x.unitUpperTri(); tmv::UpperTriMatrixView<CT> cu5 = ca2x.unitUpperTri(); tmv::DiagMatrixView<T> d1 = DiagMatrixViewOf(a1x.row(0)); tmv::DiagMatrixView<CT> cd1 = DiagMatrixViewOf(ca1x.row(0)); TestMatrixArith4(d1,cd1,u1,cu1,"Diag/UpperTri 1"); TestMatrixArith4(d1,cd1,u2,cu2,"Diag/UpperTri 2"); TestMatrixArith4(d1,cd1,u4,cu4,"Diag/UpperTri 3"); TestMatrixArith4(d1,cd1,u5,cu5,"Diag/UpperTri 4"); #if (XTEST & 1) tmv::Matrix<T> a3x(12,16); for(int i=0;i<12;++i) for(int j=0;j<16;++j) a3x(i,j) = T(1-2*i+3*j); a3x.diag().addToAll(30); tmv::Matrix<CT> ca3x = a3x*CT(1,-2); ca3x.diag().addToAll(CT(-22,15)); tmv::DiagMatrixView<T> d3 = DiagMatrixViewOf(a1x.diag()); tmv::DiagMatrixView<CT> cd3 = DiagMatrixViewOf(ca1x.diag()); tmv::UpperTriMatrixView<T> u3 = a3x.subMatrix(0,12,0,16,3,4).upperTri(); tmv::UpperTriMatrixView<CT> cu3 = ca3x.subMatrix(0,12,0,16,3,4).upperTri(); tmv::UpperTriMatrixView<T> u6 = a3x.subMatrix(0,12,0,16,3,4).unitUpperTri(); tmv::UpperTriMatrixView<CT> cu6 = ca3x.subMatrix(0,12,0,16,3,4).unitUpperTri(); TestMatrixArith4(d3,cd3,u1,cu1,"Diag/UpperTri 5"); TestMatrixArith4(d3,cd3,u2,cu2,"Diag/UpperTri 6"); TestMatrixArith4(d3,cd3,u3,cu3,"Diag/UpperTri 7"); TestMatrixArith4(d3,cd3,u4,cu4,"Diag/UpperTri 8"); TestMatrixArith4(d3,cd3,u5,cu5,"Diag/UpperTri 9"); TestMatrixArith4(d3,cd3,u6,cu6,"Diag/UpperTri 10"); TestMatrixArith4(d1,cd1,u3,cu3,"Diag/UpperTri 11"); TestMatrixArith4(d1,cd1,u6,cu6,"Diag/UpperTri 12"); #endif #if (XTEST & 2) tmv::LowerTriMatrixView<T> l1 = a1x.lowerTri(); tmv::LowerTriMatrixView<CT> cl1 = ca1x.lowerTri(); tmv::LowerTriMatrixView<T> l2 = a2x.lowerTri(); tmv::LowerTriMatrixView<CT> cl2 = ca2x.lowerTri(); tmv::LowerTriMatrixView<T> l4 = a1x.unitLowerTri(); tmv::LowerTriMatrixView<CT> cl4 = ca1x.unitLowerTri(); tmv::LowerTriMatrixView<T> l5 = a2x.unitLowerTri(); tmv::LowerTriMatrixView<CT> cl5 = ca2x.unitLowerTri(); TestMatrixArith4(d1,cd1,l1,cl1,"Diag/LowerTri 1"); TestMatrixArith4(d1,cd1,l2,cl2,"Diag/LowerTri 2"); TestMatrixArith4(d1,cd1,l4,cl4,"Diag/LowerTri 3"); TestMatrixArith4(d1,cd1,l5,cl5,"Diag/LowerTri 4"); #if (XTEST & 1) tmv::LowerTriMatrixView<T> l3 = a3x.subMatrix(0,12,0,16,3,4).lowerTri(); tmv::LowerTriMatrixView<CT> cl3 = ca3x.subMatrix(0,12,0,16,3,4).lowerTri(); tmv::LowerTriMatrixView<T> l6 = a3x.subMatrix(0,12,0,16,3,4).unitLowerTri(); tmv::LowerTriMatrixView<CT> cl6 = ca3x.subMatrix(0,12,0,16,3,4).unitLowerTri(); TestMatrixArith4(d3,cd3,l1,cl1,"Diag/LowerTri 5"); TestMatrixArith4(d3,cd3,l2,cl2,"Diag/LowerTri 6"); TestMatrixArith4(d3,cd3,l3,cl3,"Diag/LowerTri 7"); TestMatrixArith4(d3,cd3,l4,cl4,"Diag/LowerTri 8"); TestMatrixArith4(d3,cd3,l5,cl5,"Diag/LowerTri 9"); TestMatrixArith4(d3,cd3,l6,cl6,"Diag/LowerTri 10"); TestMatrixArith4(d1,cd1,l3,cl3,"Diag/LowerTri 11"); TestMatrixArith4(d1,cd1,l6,cl6,"Diag/LowerTri 12"); #endif #endif }
bool change_param(void) { bool ok = true; // initialize test result typedef CppAD::AD<double> a1type; // for first level of taping typedef CppAD::AD<a1type> a2type; // for second level of taping size_t nu = 3; // number components in u size_t nx = 2; // number components in x size_t ny = 2; // num components in f(x) size_t nJ = ny * nx; // number components in Jacobian of f(x) // temporary indices size_t j; // declare first level of independent variables // (Start taping now so can record dependency of a1f on a1p.) CPPAD_TESTVECTOR(a1type) a1u(nu); for(j = 0; j < nu; j++) a1u[j] = 0.; CppAD::Independent(a1u); // parameter in computation of Jacobian a1type a1p = a1u[2]; // declare second level of independent variables CPPAD_TESTVECTOR(a2type) a2x(nx); for(j = 0; j < nx; j++) a2x[j] = 0.; CppAD::Independent(a2x); // compute dependent variables at second level CPPAD_TESTVECTOR(a2type) a2y(ny); a2y[0] = sin( a2x[0] ) * a1p; a2y[1] = sin( a2x[1] ) * a1p; // declare function object that computes values at the first level // (make sure we do not run zero order forward during constructor) CppAD::ADFun<a1type> a1f; a1f.Dependent(a2x, a2y); // compute the Jacobian of a1f at a1u[0], a1u[1] CPPAD_TESTVECTOR(a1type) a1x(nx); a1x[0] = a1u[0]; a1x[1] = a1u[1]; CPPAD_TESTVECTOR(a1type) a1J(nJ); a1J = a1f.Jacobian( a1x ); // declare function object that maps u = (x, p) to Jacobian of f // (make sure we do not run zero order forward during constructor) CppAD::ADFun<double> g; g.Dependent(a1u, a1J); // remove extra variables used during the reconding of a1f, // but not needed any more. g.optimize(); // compute the Jacobian of f using zero order forward // sweep with double values CPPAD_TESTVECTOR(double) J(nJ), u(nu); for(j = 0; j < nu; j++) u[j] = double(j+1); J = g.Forward(0, u); // accuracy for tests double eps = 100. * CppAD::numeric_limits<double>::epsilon(); // y[0] = sin( x[0] ) * p // y[1] = sin( x[1] ) * p CPPAD_TESTVECTOR(double) x(nx); x[0] = u[0]; x[1] = u[1]; double p = u[2]; // J[0] = partial y[0] w.r.t x[0] = cos( x[0] ) * p double check = cos( x[0] ) * p; ok &= fabs( check - J[0] ) <= eps; // J[1] = partial y[0] w.r.t x[1] = 0.; check = 0.; ok &= fabs( check - J[1] ) <= eps; // J[2] = partial y[1] w.r.t. x[0] = 0. check = 0.; ok &= fabs( check - J[2] ) <= eps; // J[3] = partial y[1] w.r.t x[1] = cos( x[1] ) * p check = cos( x[1] ) * p; ok &= fabs( check - J[3] ) <= eps; return ok; }
template <class T> void TestTriMatrixArith_C6a() { typedef std::complex<T> CT; tmv::Matrix<T,tmv::RowMajor> a1x(4,4); for(int i=0;i<4;++i) for(int j=0;j<4;++j) { a1x(i,j) = T(3+4*i-6*j); } a1x(0,0) = 14; a1x(1,0) = -2; a1x(2,0) = 7; a1x(3,0) = -10; a1x(2,2) = 30; tmv::Matrix<CT,tmv::RowMajor> ca1x = a1x; ca1x(2,3) += CT(2,3); ca1x(1,0) *= CT(0,2); ca1x.col(1) *= CT(-1,3); ca1x.row(3) += tmv::Vector<CT>(4,CT(1,9)); tmv::Matrix<T,tmv::ColMajor> a2x = a1x.transpose(); a2x.row(1) *= T(3); a2x.col(2) -= tmv::Vector<T>(4,4); tmv::Matrix<CT,tmv::ColMajor> ca2x = ca1x; ca2x -= a2x; ca2x *= CT(1,-2); ca2x(0,0) = CT(0,-5); tmv::UpperTriMatrixView<T> u1 = a1x.upperTri(); tmv::UpperTriMatrixView<CT> cu1 = ca1x.upperTri(); tmv::UpperTriMatrixView<T> u2 = a2x.upperTri(); tmv::UpperTriMatrixView<CT> cu2 = ca2x.upperTri(); tmv::DiagMatrixView<T> d1 = DiagMatrixViewOf(a1x.row(0)); tmv::DiagMatrixView<CT> cd1 = DiagMatrixViewOf(ca1x.row(0)); TestMatrixArith6(u1,cu1,d1,cd1,u1,cu1,"UpperTri/Diag 1"); #if (XTEST & 2) TestMatrixArith6(u2,cu2,d1,cd1,u1,cu1,"UpperTri/Diag 2"); TestMatrixArith6(u2,cu2,d1,cd1,u2,cu2,"UpperTri/Diag 3"); TestMatrixArith6(u1,cu1,d1,cd1,u2,cu2,"UpperTri/Diag 4"); #endif #if (XTEST & 1) tmv::Matrix<T> a3x(12,16); for(int i=0;i<12;++i) for(int j=0;j<16;++j) a3x(i,j) = T(1-2*i+3*j); a3x.diag().addToAll(30); tmv::Matrix<CT> ca3x = a3x*CT(1,-2); ca3x.diag().addToAll(CT(-22,15)); tmv::DiagMatrixView<T> d3 = DiagMatrixViewOf(a1x.diag()); tmv::DiagMatrixView<CT> cd3 = DiagMatrixViewOf(ca1x.diag()); tmv::UpperTriMatrixView<T> u3 = a3x.subMatrix(0,12,0,16,3,4).upperTri(); tmv::UpperTriMatrixView<CT> cu3 = ca3x.subMatrix(0,12,0,16,3,4).upperTri(); TestMatrixArith6(u3,cu3,d1,cd1,u1,cu1,"UpperTri/Diag 5"); TestMatrixArith6(u1,cu1,d3,cd3,u1,cu1,"UpperTri/Diag 6"); TestMatrixArith6(u2,cu2,d3,cd3,u1,cu1,"UpperTri/Diag 7"); TestMatrixArith6(u1,cu1,d1,cd1,u3,cu3,"UpperTri/Diag 8"); TestMatrixArith6(u2,cu2,d1,cd1,u3,cu3,"UpperTri/Diag 9"); #endif TestMatrixArith6x(u1,cu1,d1,cd1,"UpperTri/Diag 10"); #if (XTEST & 2) TestMatrixArith6x(u2,cu2,d1,cd1,"UpperTri/Diag 11"); #endif #if (XTEST & 1) TestMatrixArith6x(u3,cu3,d1,cd1,"UpperTri/Diag 12"); TestMatrixArith6x(u1,cu1,d3,cd3,"UpperTri/Diag 13"); TestMatrixArith6x(u2,cu2,d3,cd3,"UpperTri/Diag 14"); #endif tmv::LowerTriMatrixView<T> l1 = a1x.lowerTri(); tmv::LowerTriMatrixView<CT> cl1 = ca1x.lowerTri(); tmv::LowerTriMatrixView<T> l2 = a2x.lowerTri(); tmv::LowerTriMatrixView<CT> cl2 = ca2x.lowerTri(); TestMatrixArith6(l1,cl1,d1,cd1,l1,cl1,"LowerTri/Diag 1"); #if (XTEST & 2) TestMatrixArith6(l2,cl2,d1,cd1,l1,cl1,"LowerTri/Diag 2"); TestMatrixArith6(l2,cl2,d1,cd1,l2,cl2,"LowerTri/Diag 3"); TestMatrixArith6(l1,cl1,d1,cd1,l2,cl2,"LowerTri/Diag 4"); #endif #if (XTEST & 1) tmv::LowerTriMatrixView<T> l3 = a3x.subMatrix(0,12,0,16,3,4).lowerTri(); tmv::LowerTriMatrixView<CT> cl3 = ca3x.subMatrix(0,12,0,16,3,4).lowerTri(); TestMatrixArith6(l3,cl3,d1,cd1,l1,cl1,"LowerTri/Diag 5"); TestMatrixArith6(l1,cl1,d3,cd3,l1,cl1,"LowerTri/Diag 6"); TestMatrixArith6(l2,cl2,d3,cd3,l1,cl1,"LowerTri/Diag 7"); TestMatrixArith6(l1,cl1,d1,cd1,l3,cl3,"LowerTri/Diag 8"); TestMatrixArith6(l2,cl2,d1,cd1,l3,cl3,"LowerTri/Diag 9"); #endif TestMatrixArith6x(l1,cl1,d1,cd1,"LowerTri/Diag 10"); #if (XTEST & 2) TestMatrixArith6x(l2,cl2,d1,cd1,"LowerTri/Diag 11"); #endif #if (XTEST & 1) TestMatrixArith6x(l3,cl3,d1,cd1,"LowerTri/Diag 12"); TestMatrixArith6x(l1,cl1,d3,cd3,"LowerTri/Diag 13"); TestMatrixArith6x(l2,cl2,d3,cd3,"LowerTri/Diag 14"); #endif tmv::UpperTriMatrixView<T> u4 = a1x.unitUpperTri(); tmv::UpperTriMatrixView<CT> cu4 = ca1x.unitUpperTri(); tmv::UpperTriMatrixView<T> u5 = a2x.unitUpperTri(); tmv::UpperTriMatrixView<CT> cu5 = ca2x.unitUpperTri(); TestMatrixArith6(u4,cu4,d1,cd1,u1,cu1,"UpperTri/Diag 15"); TestMatrixArith6(u5,cu5,d1,cd1,u1,cu1,"UpperTri/Diag 16"); TestMatrixArith6(u4,cu4,d1,cd1,u2,cu2,"UpperTri/Diag 17"); TestMatrixArith6(u5,cu5,d1,cd1,u2,cu2,"UpperTri/Diag 18"); #if (XTEST & 1) tmv::UpperTriMatrixView<T> u6 = a3x.subMatrix(0,12,0,16,3,4).unitUpperTri(); tmv::UpperTriMatrixView<CT> cu6 = ca3x.subMatrix(0,12,0,16,3,4).unitUpperTri(); TestMatrixArith6(u6,cu6,d1,cd1,u1,cu1,"UpperTri/Diag 19"); TestMatrixArith6(u6,cu6,d3,cd3,u1,cu1,"UpperTri/Diag 20"); TestMatrixArith6(u4,cu4,d3,cd3,u1,cu1,"UpperTri/Diag 21"); TestMatrixArith6(u5,cu5,d3,cd3,u1,cu1,"UpperTri/Diag 22"); #endif TestMatrixArith6x(u4,cu4,d1,cd1,"UpperTri/Diag 23"); #if (XTEST & 2) TestMatrixArith6x(u5,cu5,d1,cd1,"UpperTri/Diag 24"); #endif #if (XTEST & 1) TestMatrixArith6x(u6,cu1,d1,cd1,"UpperTri/Diag 25"); TestMatrixArith6x(u6,cu3,d3,cd3,"UpperTri/Diag 26"); TestMatrixArith6x(u4,cu4,d3,cd3,"UpperTri/Diag 27"); TestMatrixArith6x(u5,cu5,d3,cd3,"UpperTri/Diag 28"); #endif tmv::LowerTriMatrixView<T> l4 = a1x.unitLowerTri(); tmv::LowerTriMatrixView<CT> cl4 = ca1x.unitLowerTri(); tmv::LowerTriMatrixView<T> l5 = a2x.unitLowerTri(); tmv::LowerTriMatrixView<CT> cl5 = ca2x.unitLowerTri(); TestMatrixArith6(l4,cl4,d1,cd1,l1,cl1,"LowerTri/Diag 15"); TestMatrixArith6(l5,cl5,d1,cd1,l1,cl1,"LowerTri/Diag 16"); TestMatrixArith6(l4,cl4,d1,cd1,l2,cl2,"LowerTri/Diag 17"); TestMatrixArith6(l5,cl5,d1,cd1,l2,cl2,"LowerTri/Diag 18"); #if (XTEST & 1) tmv::LowerTriMatrixView<T> l6 = a3x.subMatrix(0,12,0,16,3,4).unitLowerTri(); tmv::LowerTriMatrixView<CT> cl6 = ca3x.subMatrix(0,12,0,16,3,4).unitLowerTri(); TestMatrixArith6(l6,cl6,d1,cd1,l1,cl1,"LowerTri/Diag 19"); TestMatrixArith6(l6,cl6,d3,cd3,l1,cl1,"LowerTri/Diag 20"); TestMatrixArith6(l4,cl4,d3,cd3,l1,cl1,"LowerTri/Diag 21"); TestMatrixArith6(l5,cl5,d3,cd3,l1,cl1,"LowerTri/Diag 22"); #endif TestMatrixArith6x(l4,cl4,d1,cd1,"LowerTri/Diag 23"); #if (XTEST & 2) TestMatrixArith6x(l5,cl5,d1,cd1,"LowerTri/Diag 24"); #endif #if (XTEST & 1) TestMatrixArith6x(l6,cl1,d1,cd1,"LowerTri/Diag 25"); TestMatrixArith6x(l6,cl3,d3,cd3,"LowerTri/Diag 26"); TestMatrixArith6x(l4,cl4,d3,cd3,"LowerTri/Diag 27"); TestMatrixArith6x(l5,cl5,d3,cd3,"LowerTri/Diag 28"); #endif }
void TestTriMatrixArith_A6b() { typedef std::complex<T> CT; tmv::Matrix<T,tmv::RowMajor> a1x(4,4); for(int i=0;i<4;++i) for(int j=0;j<4;++j) { a1x(i,j) = T(3+4*i-6*j); } a1x(0,0) = 14; a1x(1,0) = -2; a1x(2,0) = 7; a1x(3,0) = -10; a1x(2,2) = 30; tmv::Matrix<CT,tmv::RowMajor> ca1x = a1x; ca1x(2,3) += CT(2,3); ca1x(1,0) *= CT(0,2); ca1x.col(1) *= CT(-1,3); ca1x.row(3) += tmv::Vector<CT>(4,CT(1,9)); tmv::Matrix<T,tmv::ColMajor> a2x = a1x.transpose(); a2x.row(1) *= T(3); a2x.col(2) -= tmv::Vector<T>(4,4); tmv::Matrix<CT,tmv::ColMajor> ca2x = ca1x; ca2x -= a2x; ca2x *= CT(1,-2); ca2x(0,0) = CT(0,-5); tmv::UpperTriMatrixView<T> u4 = a1x.unitUpperTri(); tmv::UpperTriMatrixView<CT> cu4 = ca1x.unitUpperTri(); tmv::UpperTriMatrixView<T> u5 = a2x.unitUpperTri(); tmv::UpperTriMatrixView<CT> cu5 = ca2x.unitUpperTri(); TestMatrixArith6(u4,cu4,u4,cu4,u4,cu4,"UpperTri 79"); TestMatrixArith6(u5,cu5,u5,cu5,u4,cu4,"UpperTri 80"); #if (XTEST & 2) TestMatrixArith6(u4,cu4,u5,cu5,u4,cu4,"UpperTri 81"); TestMatrixArith6(u5,cu5,u4,cu4,u4,cu4,"UpperTri 82"); TestMatrixArith6(u4,cu4,u5,cu5,u5,cu5,"UpperTri 83"); TestMatrixArith6(u5,cu5,u4,cu4,u5,cu5,"UpperTri 84"); TestMatrixArith6(u4,cu4,u4,cu4,u5,cu5,"UpperTri 85"); TestMatrixArith6(u5,cu5,u5,cu5,u5,cu5,"UpperTri 86"); #endif #if (XTEST & 1) tmv::Matrix<T> a3x(12,16); for(int i=0;i<12;++i) for(int j=0;j<16;++j) a3x(i,j) = T(1-2*i+3*j); a3x.diag().addToAll(30); tmv::Matrix<CT> ca3x = a3x*CT(1,-2); ca3x.diag().addToAll(CT(-22,15)); tmv::UpperTriMatrixView<T> u6 = a3x.subMatrix(0,12,0,16,3,4).unitUpperTri(); tmv::UpperTriMatrixView<CT> cu6 = ca3x.subMatrix(0,12,0,16,3,4).unitUpperTri(); TestMatrixArith6(u6,cu6,u4,cu4,u4,cu4,"UpperTri 87"); TestMatrixArith6(u6,cu6,u5,cu5,u4,cu4,"UpperTri 88"); TestMatrixArith6(u4,cu4,u6,cu6,u4,cu4,"UpperTri 89"); TestMatrixArith6(u5,cu5,u6,cu6,u4,cu4,"UpperTri 90"); TestMatrixArith6(u4,cu4,u4,cu4,u6,cu6,"UpperTri 91"); TestMatrixArith6(u5,cu5,u5,cu5,u6,cu6,"UpperTri 92"); TestMatrixArith6(u4,cu4,u5,cu5,u6,cu6,"UpperTri 93"); TestMatrixArith6(u5,cu5,u4,cu4,u6,cu6,"UpperTri 94"); #endif tmv::LowerTriMatrixView<T> l4 = a1x.unitLowerTri(); tmv::LowerTriMatrixView<CT> cl4 = ca1x.unitLowerTri(); tmv::LowerTriMatrixView<T> l5 = a2x.unitLowerTri(); tmv::LowerTriMatrixView<CT> cl5 = ca2x.unitLowerTri(); TestMatrixArith6(l4,cl4,l4,cl4,l4,cl4,"LowerTri 79"); TestMatrixArith6(l5,cl5,l5,cl5,l4,cl4,"LowerTri 80"); #if (XTEST & 2) TestMatrixArith6(l4,cl4,l5,cl5,l4,cl4,"LowerTri 81"); TestMatrixArith6(l5,cl5,l4,cl4,l4,cl4,"LowerTri 82"); TestMatrixArith6(l4,cl4,l5,cl5,l5,cl5,"LowerTri 83"); TestMatrixArith6(l5,cl5,l4,cl4,l5,cl5,"LowerTri 84"); TestMatrixArith6(l4,cl4,l4,cl4,l5,cl5,"LowerTri 85"); TestMatrixArith6(l5,cl5,l5,cl5,l5,cl5,"LowerTri 86"); #endif #if (XTEST & 1) tmv::LowerTriMatrixView<T> l6 = a3x.subMatrix(0,12,0,16,3,4).unitLowerTri(); tmv::LowerTriMatrixView<CT> cl6 = ca3x.subMatrix(0,12,0,16,3,4).unitLowerTri(); TestMatrixArith6(l6,cl6,l4,cl4,l4,cl4,"LowerTri 87"); TestMatrixArith6(l6,cl6,l5,cl5,l4,cl4,"LowerTri 88"); TestMatrixArith6(l4,cl4,l6,cl6,l4,cl4,"LowerTri 89"); TestMatrixArith6(l5,cl5,l6,cl6,l4,cl4,"LowerTri 90"); TestMatrixArith6(l4,cl4,l4,cl4,l6,cl6,"LowerTri 91"); TestMatrixArith6(l5,cl5,l5,cl5,l6,cl6,"LowerTri 92"); TestMatrixArith6(l4,cl4,l5,cl5,l6,cl6,"LowerTri 93"); TestMatrixArith6(l5,cl5,l4,cl4,l6,cl6,"LowerTri 94"); #endif }