diff options
author | Yi Kong <yikong@google.com> | 2022-02-25 16:41:05 +0000 |
---|---|---|
committer | Automerger Merge Worker <android-build-automerger-merge-worker@system.gserviceaccount.com> | 2022-02-25 16:41:05 +0000 |
commit | bc0f5df265caa21a2120c22453655a7fcc941991 (patch) | |
tree | fb979fb4cf4f8052c8cc66b1ec9516d91fcd859b /unsupported/test/cxx11_tensor_contraction.cpp | |
parent | 8fd413e275f78a4c240f1442ce5cf77c73a20a55 (diff) | |
parent | 7cb50013986f04dce5fac87bebf319bb8db37a36 (diff) | |
download | eigen-81d23eaa951a1af054606f00d570f75bc3376dbe.tar.gz |
Merge changes Iee153445,Iee274471 am: 79df15ea88 am: 10f298fc41 am: 7cb5001398t_frc_odp_330442040t_frc_odp_330442000t_frc_ase_330444010android-wear-13.0.0-gpl_r3android-wear-13.0.0-gpl_r2android-wear-13.0.0-gpl_r1android-vts-13.0_r8android-vts-13.0_r7android-vts-13.0_r6android-vts-13.0_r5android-vts-13.0_r4android-vts-13.0_r3android-vts-13.0_r2android-t-qpr3-beta-3-gplandroid-t-qpr3-beta-1-gplandroid-t-qpr2-beta-3-gplandroid-t-qpr2-beta-2-gplandroid-t-qpr1-beta-3-gplandroid-t-qpr1-beta-1-gplandroid-cts-13.0_r8android-cts-13.0_r7android-cts-13.0_r6android-cts-13.0_r5android-cts-13.0_r4android-cts-13.0_r3android-cts-13.0_r2android-13.0.0_r83android-13.0.0_r82android-13.0.0_r81android-13.0.0_r80android-13.0.0_r79android-13.0.0_r78android-13.0.0_r77android-13.0.0_r76android-13.0.0_r75android-13.0.0_r74android-13.0.0_r73android-13.0.0_r72android-13.0.0_r71android-13.0.0_r70android-13.0.0_r69android-13.0.0_r68android-13.0.0_r67android-13.0.0_r66android-13.0.0_r65android-13.0.0_r64android-13.0.0_r63android-13.0.0_r62android-13.0.0_r61android-13.0.0_r60android-13.0.0_r59android-13.0.0_r58android-13.0.0_r57android-13.0.0_r56android-13.0.0_r55android-13.0.0_r54android-13.0.0_r53android-13.0.0_r52android-13.0.0_r51android-13.0.0_r50android-13.0.0_r49android-13.0.0_r48android-13.0.0_r47android-13.0.0_r46android-13.0.0_r45android-13.0.0_r44android-13.0.0_r43android-13.0.0_r42android-13.0.0_r41android-13.0.0_r40android-13.0.0_r39android-13.0.0_r38android-13.0.0_r37android-13.0.0_r36android-13.0.0_r35android-13.0.0_r34android-13.0.0_r33android-13.0.0_r32android-13.0.0_r30android-13.0.0_r29android-13.0.0_r28android-13.0.0_r27android-13.0.0_r24android-13.0.0_r23android-13.0.0_r22android-13.0.0_r21android-13.0.0_r20android-13.0.0_r19android-13.0.0_r18android-13.0.0_r17android-13.0.0_r16aml_go_odp_330912000aml_go_ads_330915100aml_go_ads_330915000aml_go_ads_330913000android13-tests-releaseandroid13-tests-devandroid13-qpr3-s9-releaseandroid13-qpr3-s8-releaseandroid13-qpr3-s7-releaseandroid13-qpr3-s6-releaseandroid13-qpr3-s5-releaseandroid13-qpr3-s4-releaseandroid13-qpr3-s3-releaseandroid13-qpr3-s2-releaseandroid13-qpr3-s14-releaseandroid13-qpr3-s13-releaseandroid13-qpr3-s12-releaseandroid13-qpr3-s11-releaseandroid13-qpr3-s10-releaseandroid13-qpr3-s1-releaseandroid13-qpr3-releaseandroid13-qpr3-c-s8-releaseandroid13-qpr3-c-s7-releaseandroid13-qpr3-c-s6-releaseandroid13-qpr3-c-s5-releaseandroid13-qpr3-c-s4-releaseandroid13-qpr3-c-s3-releaseandroid13-qpr3-c-s2-releaseandroid13-qpr3-c-s12-releaseandroid13-qpr3-c-s11-releaseandroid13-qpr3-c-s10-releaseandroid13-qpr3-c-s1-releaseandroid13-qpr2-s9-releaseandroid13-qpr2-s8-releaseandroid13-qpr2-s7-releaseandroid13-qpr2-s6-releaseandroid13-qpr2-s5-releaseandroid13-qpr2-s3-releaseandroid13-qpr2-s2-releaseandroid13-qpr2-s12-releaseandroid13-qpr2-s11-releaseandroid13-qpr2-s10-releaseandroid13-qpr2-s1-releaseandroid13-qpr2-releaseandroid13-qpr2-b-s1-releaseandroid13-qpr1-s8-releaseandroid13-qpr1-s7-releaseandroid13-qpr1-s6-releaseandroid13-qpr1-s5-releaseandroid13-qpr1-s4-releaseandroid13-qpr1-s3-releaseandroid13-qpr1-s2-releaseandroid13-qpr1-s1-releaseandroid13-qpr1-releaseandroid13-mainline-go-adservices-releaseandroid13-frc-odp-releaseandroid13-devandroid13-d4-s2-releaseandroid13-d4-s1-releaseandroid13-d4-releaseandroid13-d3-s1-releaseandroid13-d2-releaseandroid-wear-13.0.0-gpl_r1
Original change: https://android-review.googlesource.com/c/platform/external/eigen/+/1999079
Change-Id: I4c76dc5ddc7fb0ae9fc42436f28bd8bf9de50a97
Diffstat (limited to 'unsupported/test/cxx11_tensor_contraction.cpp')
-rw-r--r-- | unsupported/test/cxx11_tensor_contraction.cpp | 120 |
1 files changed, 88 insertions, 32 deletions
diff --git a/unsupported/test/cxx11_tensor_contraction.cpp b/unsupported/test/cxx11_tensor_contraction.cpp index ace97057f..3b5c6a13c 100644 --- a/unsupported/test/cxx11_tensor_contraction.cpp +++ b/unsupported/test/cxx11_tensor_contraction.cpp @@ -471,7 +471,8 @@ static void test_tensor_product() mat1.setRandom(); mat2.setRandom(); - Tensor<float, 4, DataLayout> result = mat1.contract(mat2, Eigen::array<DimPair, 0>{{}}); + Eigen::array<DimPair, 0> dims; + Tensor<float, 4, DataLayout> result = mat1.contract(mat2, dims); VERIFY_IS_EQUAL(result.dimension(0), 2); VERIFY_IS_EQUAL(result.dimension(1), 3); @@ -510,36 +511,91 @@ static void test_const_inputs() VERIFY_IS_APPROX(mat3(1,1), mat1(1,0)*mat2(0,1) + mat1(1,1)*mat2(1,1) + mat1(1,2)*mat2(2,1)); } -void test_cxx11_tensor_contraction() +// Apply Sqrt to all output elements. +struct SqrtOutputKernel { + template <typename Index, typename Scalar> + EIGEN_ALWAYS_INLINE void operator()( + const internal::blas_data_mapper<Scalar, Index, ColMajor>& output_mapper, + const TensorContractionParams&, Index, Index, Index num_rows, + Index num_cols) const { + for (int i = 0; i < num_rows; ++i) { + for (int j = 0; j < num_cols; ++j) { + output_mapper(i, j) = std::sqrt(output_mapper(i, j)); + } + } + } +}; + +template <int DataLayout> +static void test_large_contraction_with_output_kernel() { + Tensor<float, 4, DataLayout> t_left(30, 50, 8, 31); + Tensor<float, 5, DataLayout> t_right(8, 31, 7, 20, 10); + Tensor<float, 5, DataLayout> t_result(30, 50, 7, 20, 10); + + t_left.setRandom(); + t_right.setRandom(); + // Put trash in mat4 to verify contraction clears output memory. + t_result.setRandom(); + + // Add a little offset so that the results won't be close to zero. + t_left += t_left.constant(1.0f); + t_right += t_right.constant(1.0f); + + typedef Map<Eigen::Matrix<float, Dynamic, Dynamic, DataLayout>> MapXf; + MapXf m_left(t_left.data(), 1500, 248); + MapXf m_right(t_right.data(), 248, 1400); + Eigen::Matrix<float, Dynamic, Dynamic, DataLayout> m_result(1500, 1400); + + // this contraction should be equivalent to a single matrix multiplication + Eigen::array<DimPair, 2> dims({{DimPair(2, 0), DimPair(3, 1)}}); + + // compute results by separate methods + t_result = t_left.contract(t_right, dims, SqrtOutputKernel()); + + m_result = m_left * m_right; + + for (std::ptrdiff_t i = 0; i < t_result.dimensions().TotalSize(); i++) { + VERIFY(&t_result.data()[i] != &m_result.data()[i]); + VERIFY_IS_APPROX(t_result.data()[i], std::sqrt(m_result.data()[i])); + } +} + +EIGEN_DECLARE_TEST(cxx11_tensor_contraction) { - CALL_SUBTEST(test_evals<ColMajor>()); - CALL_SUBTEST(test_evals<RowMajor>()); - CALL_SUBTEST(test_scalar<ColMajor>()); - CALL_SUBTEST(test_scalar<RowMajor>()); - CALL_SUBTEST(test_multidims<ColMajor>()); - CALL_SUBTEST(test_multidims<RowMajor>()); - CALL_SUBTEST(test_holes<ColMajor>()); - CALL_SUBTEST(test_holes<RowMajor>()); - CALL_SUBTEST(test_full_redux<ColMajor>()); - CALL_SUBTEST(test_full_redux<RowMajor>()); - CALL_SUBTEST(test_contraction_of_contraction<ColMajor>()); - CALL_SUBTEST(test_contraction_of_contraction<RowMajor>()); - CALL_SUBTEST(test_expr<ColMajor>()); - CALL_SUBTEST(test_expr<RowMajor>()); - CALL_SUBTEST(test_out_of_order_contraction<ColMajor>()); - CALL_SUBTEST(test_out_of_order_contraction<RowMajor>()); - CALL_SUBTEST(test_consistency<ColMajor>()); - CALL_SUBTEST(test_consistency<RowMajor>()); - CALL_SUBTEST(test_large_contraction<ColMajor>()); - CALL_SUBTEST(test_large_contraction<RowMajor>()); - CALL_SUBTEST(test_matrix_vector<ColMajor>()); - CALL_SUBTEST(test_matrix_vector<RowMajor>()); - CALL_SUBTEST(test_tensor_vector<ColMajor>()); - CALL_SUBTEST(test_tensor_vector<RowMajor>()); - CALL_SUBTEST(test_small_blocking_factors<ColMajor>()); - CALL_SUBTEST(test_small_blocking_factors<RowMajor>()); - CALL_SUBTEST(test_tensor_product<ColMajor>()); - CALL_SUBTEST(test_tensor_product<RowMajor>()); - CALL_SUBTEST(test_const_inputs<ColMajor>()); - CALL_SUBTEST(test_const_inputs<RowMajor>()); + CALL_SUBTEST_1(test_evals<ColMajor>()); + CALL_SUBTEST_1(test_evals<RowMajor>()); + CALL_SUBTEST_1(test_scalar<ColMajor>()); + CALL_SUBTEST_1(test_scalar<RowMajor>()); + CALL_SUBTEST_2(test_multidims<ColMajor>()); + CALL_SUBTEST_2(test_multidims<RowMajor>()); + CALL_SUBTEST_2(test_holes<ColMajor>()); + CALL_SUBTEST_2(test_holes<RowMajor>()); + CALL_SUBTEST_3(test_full_redux<ColMajor>()); + CALL_SUBTEST_3(test_full_redux<RowMajor>()); + CALL_SUBTEST_3(test_contraction_of_contraction<ColMajor>()); + CALL_SUBTEST_3(test_contraction_of_contraction<RowMajor>()); + CALL_SUBTEST_4(test_expr<ColMajor>()); + CALL_SUBTEST_4(test_expr<RowMajor>()); + CALL_SUBTEST_4(test_out_of_order_contraction<ColMajor>()); + CALL_SUBTEST_4(test_out_of_order_contraction<RowMajor>()); + CALL_SUBTEST_5(test_consistency<ColMajor>()); + CALL_SUBTEST_5(test_consistency<RowMajor>()); + CALL_SUBTEST_5(test_large_contraction<ColMajor>()); + CALL_SUBTEST_5(test_large_contraction<RowMajor>()); + CALL_SUBTEST_6(test_matrix_vector<ColMajor>()); + CALL_SUBTEST_6(test_matrix_vector<RowMajor>()); + CALL_SUBTEST_6(test_tensor_vector<ColMajor>()); + CALL_SUBTEST_6(test_tensor_vector<RowMajor>()); + CALL_SUBTEST_7(test_small_blocking_factors<ColMajor>()); + CALL_SUBTEST_7(test_small_blocking_factors<RowMajor>()); + CALL_SUBTEST_7(test_tensor_product<ColMajor>()); + CALL_SUBTEST_7(test_tensor_product<RowMajor>()); + CALL_SUBTEST_8(test_const_inputs<ColMajor>()); + CALL_SUBTEST_8(test_const_inputs<RowMajor>()); + CALL_SUBTEST_8(test_large_contraction_with_output_kernel<ColMajor>()); + CALL_SUBTEST_8(test_large_contraction_with_output_kernel<RowMajor>()); + + // Force CMake to split this test. + // EIGEN_SUFFIXES;1;2;3;4;5;6;7;8 + } |