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82 lines
2.1 KiB
C++
82 lines
2.1 KiB
C++
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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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// Copyright (C) 2015 Ke Yang <yangke@gmail.com>
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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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template<int DataLayout>
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static void test_simple_inflation()
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{
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Tensor<float, 4, DataLayout> tensor(2,3,5,7);
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tensor.setRandom();
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array<ptrdiff_t, 4> strides;
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strides[0] = 1;
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strides[1] = 1;
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strides[2] = 1;
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strides[3] = 1;
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Tensor<float, 4, DataLayout> no_stride;
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no_stride = tensor.inflate(strides);
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VERIFY_IS_EQUAL(no_stride.dimension(0), 2);
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VERIFY_IS_EQUAL(no_stride.dimension(1), 3);
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VERIFY_IS_EQUAL(no_stride.dimension(2), 5);
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VERIFY_IS_EQUAL(no_stride.dimension(3), 7);
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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 < 5; ++k) {
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for (int l = 0; l < 7; ++l) {
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VERIFY_IS_EQUAL(tensor(i,j,k,l), no_stride(i,j,k,l));
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}
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}
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}
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}
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strides[0] = 2;
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strides[1] = 4;
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strides[2] = 2;
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strides[3] = 3;
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Tensor<float, 4, DataLayout> inflated;
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inflated = tensor.inflate(strides);
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VERIFY_IS_EQUAL(inflated.dimension(0), 3);
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VERIFY_IS_EQUAL(inflated.dimension(1), 9);
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VERIFY_IS_EQUAL(inflated.dimension(2), 9);
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VERIFY_IS_EQUAL(inflated.dimension(3), 19);
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for (int i = 0; i < 3; ++i) {
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for (int j = 0; j < 9; ++j) {
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for (int k = 0; k < 9; ++k) {
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for (int l = 0; l < 19; ++l) {
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if (i % 2 == 0 &&
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j % 4 == 0 &&
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k % 2 == 0 &&
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l % 3 == 0) {
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VERIFY_IS_EQUAL(inflated(i,j,k,l),
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tensor(i/2, j/4, k/2, l/3));
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} else {
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VERIFY_IS_EQUAL(0, inflated(i,j,k,l));
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}
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}
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}
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}
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}
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}
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void test_cxx11_tensor_inflation()
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{
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CALL_SUBTEST(test_simple_inflation<ColMajor>());
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CALL_SUBTEST(test_simple_inflation<RowMajor>());
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}
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