2013-11-15 05:52:37 +08:00
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// This file is part of Eigen, a lightweight C++ template library
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// for linear algebra.
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//
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2013-11-16 07:03:23 +08:00
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// Copyright (C) 2013 Christian Seiler <christian@iwakd.de>
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2013-11-15 05:52:37 +08:00
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//
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// This Source Code Form is subject to the terms of the Mozilla
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// Public License v. 2.0. If a copy of the MPL was not distributed
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// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
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#include "main.h"
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#include <Eigen/CXX11/Tensor>
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using Eigen::Tensor;
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using Eigen::RowMajor;
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2015-10-30 08:56:48 +08:00
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static void test_0d()
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{
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Tensor<int, 0> scalar1;
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Tensor<int, 0, RowMajor> scalar2;
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Tensor<int, 0> scalar3;
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Tensor<int, 0, RowMajor> scalar4;
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scalar3.resize();
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scalar4.resize();
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scalar1() = 7;
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scalar2() = 13;
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scalar3.setValues(17);
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scalar4.setZero();
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VERIFY_IS_EQUAL(scalar1.rank(), 0);
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VERIFY_IS_EQUAL(scalar1.size(), 1);
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VERIFY_IS_EQUAL(scalar1(), 7);
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VERIFY_IS_EQUAL(scalar2(), 13);
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VERIFY_IS_EQUAL(scalar3(), 17);
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VERIFY_IS_EQUAL(scalar4(), 0);
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Tensor<int, 0> scalar5(scalar1);
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VERIFY_IS_EQUAL(scalar5(), 7);
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VERIFY_IS_EQUAL(scalar5.data()[0], 7);
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}
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2013-11-15 05:52:37 +08:00
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static void test_1d()
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{
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Tensor<int, 1> vec1(6);
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Tensor<int, 1, RowMajor> vec2(6);
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Tensor<int, 1> vec3;
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Tensor<int, 1, RowMajor> vec4;
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vec3.resize(6);
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vec4.resize(6);
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vec1(0) = 4; vec2(0) = 0; vec3(0) = 5;
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vec1(1) = 8; vec2(1) = 1; vec3(1) = 4;
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vec1(2) = 15; vec2(2) = 2; vec3(2) = 3;
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vec1(3) = 16; vec2(3) = 3; vec3(3) = 2;
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vec1(4) = 23; vec2(4) = 4; vec3(4) = 1;
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vec1(5) = 42; vec2(5) = 5; vec3(5) = 0;
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vec4.setZero();
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2015-01-15 07:46:04 +08:00
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VERIFY_IS_EQUAL((vec1.rank()), 1);
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2013-11-15 05:52:37 +08:00
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VERIFY_IS_EQUAL((vec1.size()), 6);
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VERIFY_IS_EQUAL((vec1.dimensions()[0]), 6);
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VERIFY_IS_EQUAL((vec1[0]), 4);
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VERIFY_IS_EQUAL((vec1[1]), 8);
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VERIFY_IS_EQUAL((vec1[2]), 15);
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VERIFY_IS_EQUAL((vec1[3]), 16);
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VERIFY_IS_EQUAL((vec1[4]), 23);
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VERIFY_IS_EQUAL((vec1[5]), 42);
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VERIFY_IS_EQUAL((vec2[0]), 0);
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VERIFY_IS_EQUAL((vec2[1]), 1);
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VERIFY_IS_EQUAL((vec2[2]), 2);
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VERIFY_IS_EQUAL((vec2[3]), 3);
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VERIFY_IS_EQUAL((vec2[4]), 4);
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VERIFY_IS_EQUAL((vec2[5]), 5);
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VERIFY_IS_EQUAL((vec3[0]), 5);
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VERIFY_IS_EQUAL((vec3[1]), 4);
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VERIFY_IS_EQUAL((vec3[2]), 3);
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VERIFY_IS_EQUAL((vec3[3]), 2);
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VERIFY_IS_EQUAL((vec3[4]), 1);
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VERIFY_IS_EQUAL((vec3[5]), 0);
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VERIFY_IS_EQUAL((vec4[0]), 0);
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VERIFY_IS_EQUAL((vec4[1]), 0);
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VERIFY_IS_EQUAL((vec4[2]), 0);
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VERIFY_IS_EQUAL((vec4[3]), 0);
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VERIFY_IS_EQUAL((vec4[4]), 0);
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VERIFY_IS_EQUAL((vec4[5]), 0);
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Tensor<int, 1> vec5(vec1);
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VERIFY_IS_EQUAL((vec5(0)), 4);
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VERIFY_IS_EQUAL((vec5(1)), 8);
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VERIFY_IS_EQUAL((vec5(2)), 15);
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VERIFY_IS_EQUAL((vec5(3)), 16);
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VERIFY_IS_EQUAL((vec5(4)), 23);
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VERIFY_IS_EQUAL((vec5(5)), 42);
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VERIFY_IS_EQUAL((vec5.data()[0]), 4);
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VERIFY_IS_EQUAL((vec5.data()[1]), 8);
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VERIFY_IS_EQUAL((vec5.data()[2]), 15);
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VERIFY_IS_EQUAL((vec5.data()[3]), 16);
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VERIFY_IS_EQUAL((vec5.data()[4]), 23);
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VERIFY_IS_EQUAL((vec5.data()[5]), 42);
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}
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static void test_2d()
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{
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Tensor<int, 2> mat1(2,3);
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Tensor<int, 2, RowMajor> mat2(2,3);
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mat1(0,0) = 0;
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mat1(0,1) = 1;
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mat1(0,2) = 2;
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mat1(1,0) = 3;
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mat1(1,1) = 4;
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mat1(1,2) = 5;
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mat2(0,0) = 0;
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mat2(0,1) = 1;
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mat2(0,2) = 2;
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mat2(1,0) = 3;
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mat2(1,1) = 4;
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mat2(1,2) = 5;
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2015-01-15 07:46:04 +08:00
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VERIFY_IS_EQUAL((mat1.rank()), 2);
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2013-11-15 05:52:37 +08:00
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VERIFY_IS_EQUAL((mat1.size()), 6);
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VERIFY_IS_EQUAL((mat1.dimensions()[0]), 2);
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VERIFY_IS_EQUAL((mat1.dimensions()[1]), 3);
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2015-01-15 07:46:04 +08:00
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VERIFY_IS_EQUAL((mat2.rank()), 2);
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2013-11-15 05:52:37 +08:00
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VERIFY_IS_EQUAL((mat2.size()), 6);
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VERIFY_IS_EQUAL((mat2.dimensions()[0]), 2);
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VERIFY_IS_EQUAL((mat2.dimensions()[1]), 3);
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VERIFY_IS_EQUAL((mat1.data()[0]), 0);
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VERIFY_IS_EQUAL((mat1.data()[1]), 3);
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VERIFY_IS_EQUAL((mat1.data()[2]), 1);
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VERIFY_IS_EQUAL((mat1.data()[3]), 4);
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VERIFY_IS_EQUAL((mat1.data()[4]), 2);
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VERIFY_IS_EQUAL((mat1.data()[5]), 5);
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VERIFY_IS_EQUAL((mat2.data()[0]), 0);
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VERIFY_IS_EQUAL((mat2.data()[1]), 1);
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VERIFY_IS_EQUAL((mat2.data()[2]), 2);
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VERIFY_IS_EQUAL((mat2.data()[3]), 3);
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VERIFY_IS_EQUAL((mat2.data()[4]), 4);
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VERIFY_IS_EQUAL((mat2.data()[5]), 5);
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}
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static void test_3d()
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{
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Tensor<int, 3> epsilon(3,3,3);
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epsilon.setZero();
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epsilon(0,1,2) = epsilon(2,0,1) = epsilon(1,2,0) = 1;
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epsilon(2,1,0) = epsilon(0,2,1) = epsilon(1,0,2) = -1;
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VERIFY_IS_EQUAL((epsilon.size()), 27);
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VERIFY_IS_EQUAL((epsilon.dimensions()[0]), 3);
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VERIFY_IS_EQUAL((epsilon.dimensions()[1]), 3);
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VERIFY_IS_EQUAL((epsilon.dimensions()[2]), 3);
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VERIFY_IS_EQUAL((epsilon(0,0,0)), 0);
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VERIFY_IS_EQUAL((epsilon(0,0,1)), 0);
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VERIFY_IS_EQUAL((epsilon(0,0,2)), 0);
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VERIFY_IS_EQUAL((epsilon(0,1,0)), 0);
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VERIFY_IS_EQUAL((epsilon(0,1,1)), 0);
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VERIFY_IS_EQUAL((epsilon(0,2,0)), 0);
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VERIFY_IS_EQUAL((epsilon(0,2,2)), 0);
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VERIFY_IS_EQUAL((epsilon(1,0,0)), 0);
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VERIFY_IS_EQUAL((epsilon(1,0,1)), 0);
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VERIFY_IS_EQUAL((epsilon(1,1,0)), 0);
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VERIFY_IS_EQUAL((epsilon(1,1,1)), 0);
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VERIFY_IS_EQUAL((epsilon(1,1,2)), 0);
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VERIFY_IS_EQUAL((epsilon(1,2,1)), 0);
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VERIFY_IS_EQUAL((epsilon(1,2,2)), 0);
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VERIFY_IS_EQUAL((epsilon(2,0,0)), 0);
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VERIFY_IS_EQUAL((epsilon(2,0,2)), 0);
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VERIFY_IS_EQUAL((epsilon(2,1,1)), 0);
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VERIFY_IS_EQUAL((epsilon(2,1,2)), 0);
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VERIFY_IS_EQUAL((epsilon(2,2,0)), 0);
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VERIFY_IS_EQUAL((epsilon(2,2,1)), 0);
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VERIFY_IS_EQUAL((epsilon(2,2,2)), 0);
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VERIFY_IS_EQUAL((epsilon(0,1,2)), 1);
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VERIFY_IS_EQUAL((epsilon(2,0,1)), 1);
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VERIFY_IS_EQUAL((epsilon(1,2,0)), 1);
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VERIFY_IS_EQUAL((epsilon(2,1,0)), -1);
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VERIFY_IS_EQUAL((epsilon(0,2,1)), -1);
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VERIFY_IS_EQUAL((epsilon(1,0,2)), -1);
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2014-04-29 01:32:27 +08:00
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array<Eigen::DenseIndex, 3> dims{{2,3,4}};
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2013-11-15 05:52:37 +08:00
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Tensor<int, 3> t1(dims);
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Tensor<int, 3, RowMajor> t2(dims);
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VERIFY_IS_EQUAL((t1.size()), 24);
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VERIFY_IS_EQUAL((t1.dimensions()[0]), 2);
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VERIFY_IS_EQUAL((t1.dimensions()[1]), 3);
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VERIFY_IS_EQUAL((t1.dimensions()[2]), 4);
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VERIFY_IS_EQUAL((t2.size()), 24);
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VERIFY_IS_EQUAL((t2.dimensions()[0]), 2);
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VERIFY_IS_EQUAL((t2.dimensions()[1]), 3);
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VERIFY_IS_EQUAL((t2.dimensions()[2]), 4);
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for (int i = 0; i < 2; i++) {
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for (int j = 0; j < 3; j++) {
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for (int k = 0; k < 4; k++) {
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t1(i, j, k) = 100 * i + 10 * j + k;
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t2(i, j, k) = 100 * i + 10 * j + k;
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}
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}
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}
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VERIFY_IS_EQUAL((t1.data()[0]), 0);
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VERIFY_IS_EQUAL((t1.data()[1]), 100);
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VERIFY_IS_EQUAL((t1.data()[2]), 10);
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VERIFY_IS_EQUAL((t1.data()[3]), 110);
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VERIFY_IS_EQUAL((t1.data()[4]), 20);
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VERIFY_IS_EQUAL((t1.data()[5]), 120);
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VERIFY_IS_EQUAL((t1.data()[6]), 1);
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VERIFY_IS_EQUAL((t1.data()[7]), 101);
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VERIFY_IS_EQUAL((t1.data()[8]), 11);
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VERIFY_IS_EQUAL((t1.data()[9]), 111);
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VERIFY_IS_EQUAL((t1.data()[10]), 21);
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VERIFY_IS_EQUAL((t1.data()[11]), 121);
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VERIFY_IS_EQUAL((t1.data()[12]), 2);
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VERIFY_IS_EQUAL((t1.data()[13]), 102);
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VERIFY_IS_EQUAL((t1.data()[14]), 12);
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VERIFY_IS_EQUAL((t1.data()[15]), 112);
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VERIFY_IS_EQUAL((t1.data()[16]), 22);
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VERIFY_IS_EQUAL((t1.data()[17]), 122);
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VERIFY_IS_EQUAL((t1.data()[18]), 3);
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VERIFY_IS_EQUAL((t1.data()[19]), 103);
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VERIFY_IS_EQUAL((t1.data()[20]), 13);
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VERIFY_IS_EQUAL((t1.data()[21]), 113);
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VERIFY_IS_EQUAL((t1.data()[22]), 23);
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VERIFY_IS_EQUAL((t1.data()[23]), 123);
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VERIFY_IS_EQUAL((t2.data()[0]), 0);
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VERIFY_IS_EQUAL((t2.data()[1]), 1);
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VERIFY_IS_EQUAL((t2.data()[2]), 2);
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VERIFY_IS_EQUAL((t2.data()[3]), 3);
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VERIFY_IS_EQUAL((t2.data()[4]), 10);
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VERIFY_IS_EQUAL((t2.data()[5]), 11);
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VERIFY_IS_EQUAL((t2.data()[6]), 12);
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VERIFY_IS_EQUAL((t2.data()[7]), 13);
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VERIFY_IS_EQUAL((t2.data()[8]), 20);
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VERIFY_IS_EQUAL((t2.data()[9]), 21);
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VERIFY_IS_EQUAL((t2.data()[10]), 22);
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VERIFY_IS_EQUAL((t2.data()[11]), 23);
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VERIFY_IS_EQUAL((t2.data()[12]), 100);
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VERIFY_IS_EQUAL((t2.data()[13]), 101);
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VERIFY_IS_EQUAL((t2.data()[14]), 102);
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VERIFY_IS_EQUAL((t2.data()[15]), 103);
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VERIFY_IS_EQUAL((t2.data()[16]), 110);
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VERIFY_IS_EQUAL((t2.data()[17]), 111);
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VERIFY_IS_EQUAL((t2.data()[18]), 112);
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VERIFY_IS_EQUAL((t2.data()[19]), 113);
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VERIFY_IS_EQUAL((t2.data()[20]), 120);
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VERIFY_IS_EQUAL((t2.data()[21]), 121);
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VERIFY_IS_EQUAL((t2.data()[22]), 122);
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VERIFY_IS_EQUAL((t2.data()[23]), 123);
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}
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static void test_simple_assign()
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{
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Tensor<int, 3> epsilon(3,3,3);
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epsilon.setZero();
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epsilon(0,1,2) = epsilon(2,0,1) = epsilon(1,2,0) = 1;
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epsilon(2,1,0) = epsilon(0,2,1) = epsilon(1,0,2) = -1;
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2014-07-23 01:32:40 +08:00
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Tensor<int, 3> e2(3,3,3);
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2013-11-15 05:52:37 +08:00
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e2.setZero();
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VERIFY_IS_EQUAL((e2(1,2,0)), 0);
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e2 = epsilon;
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VERIFY_IS_EQUAL((e2(1,2,0)), 1);
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VERIFY_IS_EQUAL((e2(0,1,2)), 1);
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VERIFY_IS_EQUAL((e2(2,0,1)), 1);
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VERIFY_IS_EQUAL((e2(2,1,0)), -1);
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VERIFY_IS_EQUAL((e2(0,2,1)), -1);
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VERIFY_IS_EQUAL((e2(1,0,2)), -1);
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}
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2014-09-05 11:27:28 +08:00
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static void test_resize()
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{
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Tensor<int, 3> epsilon;
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epsilon.resize(2,3,7);
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VERIFY_IS_EQUAL(epsilon.dimension(0), 2);
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VERIFY_IS_EQUAL(epsilon.dimension(1), 3);
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VERIFY_IS_EQUAL(epsilon.dimension(2), 7);
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2015-02-28 18:32:46 +08:00
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VERIFY_IS_EQUAL(epsilon.dimensions().TotalSize(), 2*3*7);
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2014-09-05 11:27:28 +08:00
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const int* old_data = epsilon.data();
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epsilon.resize(3,2,7);
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VERIFY_IS_EQUAL(epsilon.dimension(0), 3);
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VERIFY_IS_EQUAL(epsilon.dimension(1), 2);
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VERIFY_IS_EQUAL(epsilon.dimension(2), 7);
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2015-02-28 18:32:46 +08:00
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VERIFY_IS_EQUAL(epsilon.dimensions().TotalSize(), 2*3*7);
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2014-09-05 11:27:28 +08:00
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VERIFY_IS_EQUAL(epsilon.data(), old_data);
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epsilon.resize(3,5,7);
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VERIFY_IS_EQUAL(epsilon.dimension(0), 3);
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VERIFY_IS_EQUAL(epsilon.dimension(1), 5);
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VERIFY_IS_EQUAL(epsilon.dimension(2), 7);
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2015-02-28 18:32:46 +08:00
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VERIFY_IS_EQUAL(epsilon.dimensions().TotalSize(), 3*5*7);
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2014-09-05 11:27:28 +08:00
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VERIFY_IS_NOT_EQUAL(epsilon.data(), old_data);
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}
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2013-11-15 05:52:37 +08:00
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void test_cxx11_tensor_simple()
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{
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2015-10-30 08:56:48 +08:00
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CALL_SUBTEST(test_0d());
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2013-11-15 05:52:37 +08:00
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CALL_SUBTEST(test_1d());
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CALL_SUBTEST(test_2d());
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|
CALL_SUBTEST(test_3d());
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|
|
|
CALL_SUBTEST(test_simple_assign());
|
2014-09-05 11:27:28 +08:00
|
|
|
CALL_SUBTEST(test_resize());
|
2013-11-15 05:52:37 +08:00
|
|
|
}
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