1 /* 2 * Copyright (c) 2018 Arm Limited. 3 * 4 * SPDX-License-Identifier: MIT 5 * 6 * Permission is hereby granted, free of charge, to any person obtaining a copy 7 * of this software and associated documentation files (the "Software"), to 8 * deal in the Software without restriction, including without limitation the 9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or 10 * sell copies of the Software, and to permit persons to whom the Software is 11 * furnished to do so, subject to the following conditions: 12 * 13 * The above copyright notice and this permission notice shall be included in all 14 * copies or substantial portions of the Software. 15 * 16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 22 * SOFTWARE. 23 */ 24 #ifndef ARM_COMPUTE_TEST_COL2IM_DATASET 25 #define ARM_COMPUTE_TEST_COL2IM_DATASET 26 27 #include "utils/TypePrinter.h" 28 29 #include "arm_compute/core/TensorShape.h" 30 #include "arm_compute/core/Types.h" 31 32 namespace arm_compute 33 { 34 namespace test 35 { 36 namespace datasets 37 { 38 class Col2ImLayerDataset 39 { 40 public: 41 using type = std::tuple<TensorShape, unsigned int, unsigned int, unsigned int>; 42 43 struct iterator 44 { iteratoriterator45 iterator(std::vector<TensorShape>::const_iterator src_it, 46 std::vector<unsigned int>::const_iterator convolved_width_it, 47 std::vector<unsigned int>::const_iterator convolved_height_it, 48 std::vector<unsigned int>::const_iterator num_groups_it) 49 : _src_it{ std::move(src_it) }, 50 _convolved_width_it{ std::move(convolved_width_it) }, 51 _convolved_height_it{ std::move(convolved_height_it) }, 52 _num_groups_it{ std::move(num_groups_it) } 53 { 54 } 55 descriptioniterator56 std::string description() const 57 { 58 std::stringstream description; 59 description << "In=" << *_src_it << ":"; 60 description << "ConvolvedWidth=" << *_convolved_width_it << ":"; 61 description << "ConvolvedHeight=" << *_convolved_height_it << ":"; 62 description << "NumGroups=" << *_num_groups_it; 63 return description.str(); 64 } 65 66 Col2ImLayerDataset::type operator*() const 67 { 68 return std::make_tuple(*_src_it, *_convolved_width_it, *_convolved_height_it, *_num_groups_it); 69 } 70 71 iterator &operator++() 72 { 73 ++_src_it; 74 ++_convolved_width_it; 75 ++_convolved_height_it; 76 ++_num_groups_it; 77 78 return *this; 79 } 80 81 private: 82 std::vector<TensorShape>::const_iterator _src_it; 83 std::vector<unsigned int>::const_iterator _convolved_width_it; 84 std::vector<unsigned int>::const_iterator _convolved_height_it; 85 std::vector<unsigned int>::const_iterator _num_groups_it; 86 }; 87 begin()88 iterator begin() const 89 { 90 return iterator(_src_shapes.begin(), _convolved_widths.begin(), _convolved_heights.begin(), _num_groups.begin()); 91 } 92 size()93 int size() const 94 { 95 return std::min(_src_shapes.size(), std::min(_convolved_widths.size(), std::min(_convolved_heights.size(), _num_groups.size()))); 96 } 97 add_config(TensorShape src,unsigned int convolved_width,unsigned int convolved_height,unsigned int info)98 void add_config(TensorShape src, unsigned int convolved_width, unsigned int convolved_height, unsigned int info) 99 { 100 _src_shapes.emplace_back(std::move(src)); 101 _convolved_widths.emplace_back(std::move(convolved_width)); 102 _convolved_heights.emplace_back(std::move(convolved_height)); 103 _num_groups.emplace_back(std::move(info)); 104 } 105 106 protected: 107 Col2ImLayerDataset() = default; 108 Col2ImLayerDataset(Col2ImLayerDataset &&) = default; 109 110 private: 111 std::vector<TensorShape> _src_shapes{}; 112 std::vector<unsigned int> _convolved_widths{}; 113 std::vector<unsigned int> _convolved_heights{}; 114 std::vector<unsigned int> _num_groups{}; 115 }; 116 117 /** Dataset containing small grouped col2im shapes. */ 118 class SmallGroupedCol2ImLayerDataset final : public Col2ImLayerDataset 119 { 120 public: SmallGroupedCol2ImLayerDataset()121 SmallGroupedCol2ImLayerDataset() 122 { 123 add_config(TensorShape(10U, 12U, 1U, 1U), 3U, 4U, 1U); 124 add_config(TensorShape(12U, 30U, 1U, 2U), 5U, 6U, 1U); 125 add_config(TensorShape(12U, 30U, 4U, 1U), 5U, 6U, 1U); 126 add_config(TensorShape(10U, 12U, 2U, 4U), 3U, 4U, 2U); 127 add_config(TensorShape(10U, 12U, 2U, 4U), 3U, 4U, 2U); 128 add_config(TensorShape(8U, 16U, 3U, 1U), 4U, 4U, 3U); 129 add_config(TensorShape(8U, 16U, 3U, 3U), 4U, 4U, 3U); 130 add_config(TensorShape(12U, 20U, 4U, 1U), 5U, 4U, 4U); 131 add_config(TensorShape(12U, 20U, 4U, 3U, 2U), 5U, 4U, 4U); 132 } 133 }; 134 135 /** Dataset containing large grouped col2im shapes. */ 136 class LargeGroupedCol2ImLayerDataset final : public Col2ImLayerDataset 137 { 138 public: LargeGroupedCol2ImLayerDataset()139 LargeGroupedCol2ImLayerDataset() 140 { 141 add_config(TensorShape(233U, 280U, 1U, 55U), 14U, 20U, 1U); 142 add_config(TensorShape(333U, 280U, 1U, 77U), 14U, 20U, 1U); 143 add_config(TensorShape(333U, 280U, 77U, 1U), 14U, 20U, 1U); 144 add_config(TensorShape(120U, 300U, 8U, 3U), 20U, 15U, 8U); 145 add_config(TensorShape(233U, 300U, 8U, 3U, 2U), 20U, 15U, 8U); 146 add_config(TensorShape(333U, 280U, 12U, 5U), 20U, 14U, 12U); 147 add_config(TensorShape(177U, 300U, 12U, 5U), 15U, 20U, 12U); 148 add_config(TensorShape(450U, 400U, 16U, 5U), 20U, 20U, 16U); 149 add_config(TensorShape(220U, 400U, 16U, 5U), 20U, 20U, 16U); 150 } 151 }; 152 } // namespace datasets 153 } // namespace test 154 } // namespace arm_compute 155 #endif /* ARM_COMPUTE_TEST_COL2IM_DATASET */ 156