summaryrefslogtreecommitdiffstats
path: root/src/boost/libs/numeric/ublas/test/test_triangular.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/boost/libs/numeric/ublas/test/test_triangular.cpp')
-rw-r--r--src/boost/libs/numeric/ublas/test/test_triangular.cpp129
1 files changed, 129 insertions, 0 deletions
diff --git a/src/boost/libs/numeric/ublas/test/test_triangular.cpp b/src/boost/libs/numeric/ublas/test/test_triangular.cpp
new file mode 100644
index 000000000..c6cba9134
--- /dev/null
+++ b/src/boost/libs/numeric/ublas/test/test_triangular.cpp
@@ -0,0 +1,129 @@
+#include <iostream>
+#include <stdlib.h>
+#include <cmath>
+
+#include <boost/numeric/ublas/vector.hpp>
+#include <boost/numeric/ublas/matrix.hpp>
+#include <boost/numeric/ublas/matrix_sparse.hpp>
+#include <boost/numeric/ublas/triangular.hpp>
+#include <boost/numeric/ublas/io.hpp>
+
+#include <boost/timer/timer.hpp>
+
+namespace ublas = boost::numeric::ublas;
+
+template<class mat, class vec>
+double diff(const mat& A, const vec& x, const vec& b) {
+ vec temp(prod(A, x) - b);
+ double result = 0;
+ for (typename vec::size_type i=0; i<temp.size(); ++i) {
+ result += temp(i)*temp(i);
+ }
+ return std::sqrt(result);
+}
+
+template<class mat, class vec>
+double diff(const vec& x, const mat& A, const vec& b) {
+ return diff(trans(A), x, b);
+}
+
+namespace ublas = boost::numeric::ublas;
+
+
+int main() {
+ const int n=7000;
+#if 1
+ ublas::compressed_matrix<double, ublas::row_major> mat_row_upp(n, n);
+ ublas::compressed_matrix<double, ublas::column_major> mat_col_upp(n, n);
+ ublas::compressed_matrix<double, ublas::row_major> mat_row_low(n, n);
+ ublas::compressed_matrix<double, ublas::column_major> mat_col_low(n, n);
+#else
+ ublas::matrix<double, ublas::row_major> mat_row_upp(n, n, 0);
+ ublas::matrix<double, ublas::column_major> mat_col_upp(n, n, 0);
+ ublas::matrix<double, ublas::row_major> mat_row_low(n, n, 0);
+ ublas::matrix<double, ublas::column_major> mat_col_low(n, n, 0);
+#endif
+ ublas::vector<double> b(n, 1);
+
+ std::cerr << "Constructing..." << std::endl;
+ for (int i=0; i<n; ++i) {
+ b(i) = std::rand() % 10;
+ double main = -10 + std::rand() % 20 ;
+ if (main == 0) main+=1;
+ double side = -10 + std::rand() % 20 ;
+ if (i-1>=0) {
+ mat_row_low(i, i-1) = side;
+ }
+ mat_row_low(i, i) = main;
+
+ mat_col_low(i, i) = main;
+ if (i+1<n) {
+ mat_col_low(i+1, i) = side;
+ }
+
+ mat_row_upp(i, i) = main;
+ if (i+1<n) {
+ mat_row_upp(i, i+1) = side;
+ }
+
+ if (i-1>=0) {
+ mat_col_upp(i-1, i) = side;
+ }
+ mat_col_upp(i, i) = main;
+ }
+
+ std::cerr << "Starting..." << std::endl;
+ {
+ boost::timer::auto_cpu_timer t(std::cerr, "col_low x: %t sec CPU, %w sec real\n");
+ ublas::vector<double> x(b);
+ ublas::inplace_solve(mat_col_low, x, ublas::lower_tag());
+ std::cerr << "delta: " << diff(mat_col_low, x, b) << "\n";
+ }
+ {
+ boost::timer::auto_cpu_timer t(std::cerr, "row_low x: %t sec CPU, %w sec real\n");
+ ublas::vector<double> x(b);
+ ublas::inplace_solve(mat_row_low, x, ublas::lower_tag());
+ std::cerr << "delta: " << diff(mat_row_low, x, b) << "\n";
+ }
+
+ {
+ boost::timer::auto_cpu_timer t(std::cerr, "col_upp x: %t sec CPU, %w sec real\n");
+ ublas::vector<double> x(b);
+ ublas::inplace_solve(mat_col_upp, x, ublas::upper_tag());
+ std::cerr << "delta: " << diff(mat_col_upp, x, b) << "\n";
+ }
+ {
+ boost::timer::auto_cpu_timer t(std::cerr, "row_upp x: %t sec CPU, %w sec real\n");
+ ublas::vector<double> x(b);
+ ublas::inplace_solve(mat_row_upp, x, ublas::upper_tag());
+ std::cerr << "delta: " << diff(mat_row_upp, x, b) << "\n";
+ }
+
+ {
+ boost::timer::auto_cpu_timer t(std::cerr, "x col_low: %t sec CPU, %w sec real\n");
+ ublas::vector<double> x(b);
+ ublas::inplace_solve(x, mat_col_low, ublas::lower_tag());
+ std::cerr << "delta: " << diff(x, mat_col_low, b) << "\n";
+ }
+ {
+ boost::timer::auto_cpu_timer t(std::cerr, "x row_low: %t sec CPU, %w sec real\n");
+ ublas::vector<double> x(b);
+ ublas::inplace_solve(x, mat_row_low, ublas::lower_tag());
+ std::cerr << "delta: " << diff(x, mat_row_low, b) << "\n";
+ }
+
+ {
+ boost::timer::auto_cpu_timer t(std::cerr, "x col_upp: %t sec CPU, %w sec real\n");
+ ublas::vector<double> x(b);
+ ublas::inplace_solve(x, mat_col_upp, ublas::upper_tag());
+ std::cerr << "delta: " << diff(x, mat_col_upp, b) << "\n";
+ }
+ {
+ boost::timer::auto_cpu_timer t(std::cerr, "x row_upp: %t sec CPU, %w sec real\n");
+ ublas::vector<double> x(b);
+ ublas::inplace_solve(x, mat_row_upp, ublas::upper_tag());
+ std::cerr << "delta: " << diff(x, mat_row_upp, b) << "\n";
+ }
+
+
+}