cxx11_tensor_forced_eval.cpp File Reference

#include "main.h"
#include <Eigen/Core>
#include <Eigen/CXX11/Tensor>

Functions
static void	test_simple ()
static void	test_const ()
	EIGEN_DECLARE_TEST (cxx11_tensor_forced_eval)

Function Documentation

EIGEN_DECLARE_TEST()

EIGEN_DECLARE_TEST

(

cxx11_tensor_forced_eval

)

                                             {
  CALL_SUBTEST(test_simple());
  CALL_SUBTEST(test_const());
}

References CALL_SUBTEST, test_const(), and test_simple().

test_const()

static void test_const ( )

static

                         {
  MatrixXf input(3, 3);
  input.setRandom();
  MatrixXf output = input;
  output.rowwise() -= input.colwise().maxCoeff();
 
  Eigen::array<int, 1> depth_dim;
  depth_dim[0] = 0;
  Tensor<float, 2>::Dimensions dims2d;
  dims2d[0] = 1;
  dims2d[1] = 3;
  Eigen::array<int, 2> bcast;
  bcast[0] = 3;
  bcast[1] = 1;
  const TensorMap<const Tensor<float, 2> > input_tensor(input.data(), 3, 3);
  Tensor<float, 2> output_tensor =
      (input_tensor - input_tensor.maximum(depth_dim).eval().reshape(dims2d).broadcast(bcast));
 
  for (int i = 0; i < 3; ++i) {
    for (int j = 0; j < 3; ++j) {
      VERIFY_IS_APPROX(output(i, j), output_tensor(i, j));
    }
  }
}

References i, j, output(), Eigen::TensorBase< Derived, AccessLevel >::reshape(), and VERIFY_IS_APPROX.

Referenced by EIGEN_DECLARE_TEST().

test_simple()

static void test_simple ( )

static

                          {
  MatrixXf m1(3, 3);
  MatrixXf m2(3, 3);
  m1.setRandom();
  m2.setRandom();
 
  TensorMap<Tensor<float, 2> > mat1(m1.data(), 3, 3);
  TensorMap<Tensor<float, 2> > mat2(m2.data(), 3, 3);
 
  Tensor<float, 2> mat3(3, 3);
  mat3 = mat1;
 
  typedef Tensor<float, 1>::DimensionPair DimPair;
  Eigen::array<DimPair, 1> dims;
  dims[0] = DimPair(1, 0);
 
  mat3 = mat3.contract(mat2, dims).eval();
 
  VERIFY_IS_APPROX(mat3(0, 0), (m1 * m2).eval()(0, 0));
  VERIFY_IS_APPROX(mat3(0, 1), (m1 * m2).eval()(0, 1));
  VERIFY_IS_APPROX(mat3(0, 2), (m1 * m2).eval()(0, 2));
  VERIFY_IS_APPROX(mat3(1, 0), (m1 * m2).eval()(1, 0));
  VERIFY_IS_APPROX(mat3(1, 1), (m1 * m2).eval()(1, 1));
  VERIFY_IS_APPROX(mat3(1, 2), (m1 * m2).eval()(1, 2));
  VERIFY_IS_APPROX(mat3(2, 0), (m1 * m2).eval()(2, 0));
  VERIFY_IS_APPROX(mat3(2, 1), (m1 * m2).eval()(2, 1));
  VERIFY_IS_APPROX(mat3(2, 2), (m1 * m2).eval()(2, 2));
}

References eval(), m1, m2(), mat1(), and VERIFY_IS_APPROX.

Referenced by EIGEN_DECLARE_TEST().