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Diffstat (limited to 'unsupported/test/cxx11_tensor_sugar.cpp')
-rw-r--r-- | unsupported/test/cxx11_tensor_sugar.cpp | 81 |
1 files changed, 81 insertions, 0 deletions
diff --git a/unsupported/test/cxx11_tensor_sugar.cpp b/unsupported/test/cxx11_tensor_sugar.cpp new file mode 100644 index 000000000..2f56eb495 --- /dev/null +++ b/unsupported/test/cxx11_tensor_sugar.cpp @@ -0,0 +1,81 @@ +#include "main.h" + +#include <Eigen/CXX11/Tensor> + +using Eigen::Tensor; +using Eigen::RowMajor; + +static void test_comparison_sugar() { + // we already trust comparisons between tensors, we're simply checking that + // the sugared versions are doing the same thing + Tensor<int, 3> t(6, 7, 5); + + t.setRandom(); + // make sure we have at least one value == 0 + t(0,0,0) = 0; + + Tensor<bool,0> b; + +#define TEST_TENSOR_EQUAL(e1, e2) \ + b = ((e1) == (e2)).all(); \ + VERIFY(b()) + +#define TEST_OP(op) TEST_TENSOR_EQUAL(t op 0, t op t.constant(0)) + + TEST_OP(==); + TEST_OP(!=); + TEST_OP(<=); + TEST_OP(>=); + TEST_OP(<); + TEST_OP(>); +#undef TEST_OP +#undef TEST_TENSOR_EQUAL +} + + +static void test_scalar_sugar_add_mul() { + Tensor<float, 3> A(6, 7, 5); + Tensor<float, 3> B(6, 7, 5); + A.setRandom(); + B.setRandom(); + + const float alpha = 0.43f; + const float beta = 0.21f; + const float gamma = 0.14f; + + Tensor<float, 3> R = A.constant(gamma) + A * A.constant(alpha) + B * B.constant(beta); + Tensor<float, 3> S = A * alpha + B * beta + gamma; + Tensor<float, 3> T = gamma + alpha * A + beta * B; + + for (int i = 0; i < 6*7*5; ++i) { + VERIFY_IS_APPROX(R(i), S(i)); + VERIFY_IS_APPROX(R(i), T(i)); + } +} + +static void test_scalar_sugar_sub_div() { + Tensor<float, 3> A(6, 7, 5); + Tensor<float, 3> B(6, 7, 5); + A.setRandom(); + B.setRandom(); + + const float alpha = 0.43f; + const float beta = 0.21f; + const float gamma = 0.14f; + const float delta = 0.32f; + + Tensor<float, 3> R = A.constant(gamma) - A / A.constant(alpha) + - B.constant(beta) / B - A.constant(delta); + Tensor<float, 3> S = gamma - A / alpha - beta / B - delta; + + for (int i = 0; i < 6*7*5; ++i) { + VERIFY_IS_APPROX(R(i), S(i)); + } +} + +void test_cxx11_tensor_sugar() +{ + CALL_SUBTEST(test_comparison_sugar()); + CALL_SUBTEST(test_scalar_sugar_add_mul()); + CALL_SUBTEST(test_scalar_sugar_sub_div()); +} |