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81 lines
2.1 KiB
81 lines
2.1 KiB
// 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 the mozilla.org home page |
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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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EIGEN_DECLARE_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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