Manuel Bottini | 60f0a41 | 2018-10-24 17:27:02 +0100 | [diff] [blame] | 1 | /* |
Manuel Bottini | cc5171b | 2019-01-09 17:04:39 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2019 ARM Limited. |
Manuel Bottini | 60f0a41 | 2018-10-24 17:27:02 +0100 | [diff] [blame] | 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_ROI_ALIGN_LAYER_DATASET |
| 25 | #define ARM_COMPUTE_TEST_ROI_ALIGN_LAYER_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 | { |
Manuel Bottini | cc5171b | 2019-01-09 17:04:39 +0000 | [diff] [blame] | 38 | class ROIDataset |
Manuel Bottini | 60f0a41 | 2018-10-24 17:27:02 +0100 | [diff] [blame] | 39 | { |
| 40 | public: |
| 41 | using type = std::tuple<TensorShape, ROIPoolingLayerInfo, TensorShape>; |
| 42 | |
| 43 | struct iterator |
| 44 | { |
| 45 | iterator(std::vector<TensorShape>::const_iterator tensor_shape_it, |
| 46 | std::vector<ROIPoolingLayerInfo>::const_iterator infos_it, |
| 47 | std::vector<TensorShape>::const_iterator rois_shape_it) |
| 48 | : _tensor_shape_it{ std::move(tensor_shape_it) }, |
| 49 | _infos_it{ std::move(infos_it) }, |
| 50 | _rois_shape_it{ std::move(rois_shape_it) } |
| 51 | { |
| 52 | } |
| 53 | |
| 54 | std::string description() const |
| 55 | { |
| 56 | std::stringstream description; |
| 57 | description << "In=" << *_tensor_shape_it << ":"; |
| 58 | description << "Info=" << *_infos_it << ":"; |
| 59 | description << "ROIS=" << *_rois_shape_it; |
| 60 | return description.str(); |
| 61 | } |
| 62 | |
Manuel Bottini | cc5171b | 2019-01-09 17:04:39 +0000 | [diff] [blame] | 63 | ROIDataset::type operator*() const |
Manuel Bottini | 60f0a41 | 2018-10-24 17:27:02 +0100 | [diff] [blame] | 64 | { |
| 65 | return std::make_tuple(*_tensor_shape_it, *_infos_it, *_rois_shape_it); |
| 66 | } |
| 67 | |
| 68 | iterator &operator++() |
| 69 | { |
| 70 | ++_tensor_shape_it; |
| 71 | ++_infos_it; |
| 72 | ++_rois_shape_it; |
| 73 | |
| 74 | return *this; |
| 75 | } |
| 76 | |
| 77 | private: |
| 78 | std::vector<TensorShape>::const_iterator _tensor_shape_it; |
| 79 | std::vector<ROIPoolingLayerInfo>::const_iterator _infos_it; |
| 80 | std::vector<TensorShape>::const_iterator _rois_shape_it; |
| 81 | }; |
| 82 | |
| 83 | iterator begin() const |
| 84 | { |
| 85 | return iterator(_tensor_shapes.begin(), _infos.begin(), _rois_shape.begin()); |
| 86 | } |
| 87 | |
| 88 | int size() const |
| 89 | { |
| 90 | return std::min(std::min(_tensor_shapes.size(), _infos.size()), _rois_shape.size()); |
| 91 | } |
| 92 | |
| 93 | void add_config(TensorShape tensor_shape, ROIPoolingLayerInfo info, TensorShape rois_shape) |
| 94 | { |
| 95 | _tensor_shapes.emplace_back(std::move(tensor_shape)); |
| 96 | _infos.emplace_back(std::move(info)); |
| 97 | _rois_shape.emplace_back(std::move(rois_shape)); |
| 98 | } |
| 99 | |
| 100 | protected: |
Manuel Bottini | cc5171b | 2019-01-09 17:04:39 +0000 | [diff] [blame] | 101 | ROIDataset() = default; |
| 102 | ROIDataset(ROIDataset &&) = default; |
Manuel Bottini | 60f0a41 | 2018-10-24 17:27:02 +0100 | [diff] [blame] | 103 | |
| 104 | private: |
| 105 | std::vector<TensorShape> _tensor_shapes{}; |
| 106 | std::vector<ROIPoolingLayerInfo> _infos{}; |
| 107 | std::vector<TensorShape> _rois_shape{}; |
| 108 | }; |
| 109 | |
Manuel Bottini | cc5171b | 2019-01-09 17:04:39 +0000 | [diff] [blame] | 110 | class SmallROIDataset final : public ROIDataset |
Manuel Bottini | 60f0a41 | 2018-10-24 17:27:02 +0100 | [diff] [blame] | 111 | { |
| 112 | public: |
Manuel Bottini | cc5171b | 2019-01-09 17:04:39 +0000 | [diff] [blame] | 113 | SmallROIDataset() |
Manuel Bottini | 60f0a41 | 2018-10-24 17:27:02 +0100 | [diff] [blame] | 114 | { |
| 115 | add_config(TensorShape(50U, 47U, 1U, 1U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 1U)); |
| 116 | add_config(TensorShape(50U, 47U, 3U, 4U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 1U)); |
| 117 | add_config(TensorShape(50U, 47U, 3U, 1U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 10U)); |
| 118 | add_config(TensorShape(50U, 47U, 10U, 1U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 80U)); |
| 119 | |
| 120 | //Spatial Scale 1/4 |
| 121 | add_config(TensorShape(50U, 47U, 80U, 4U), ROIPoolingLayerInfo(7U, 7U, 1.f / 4.f), TensorShape(5U, 80U)); |
| 122 | add_config(TensorShape(50U, 47U, 3U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 4.f), TensorShape(5U, 40U)); |
| 123 | add_config(TensorShape(50U, 47U, 10U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 4.f), TensorShape(5U, 80U)); |
| 124 | add_config(TensorShape(50U, 47U, 80U, 8U), ROIPoolingLayerInfo(9U, 9U, 1.f / 4.f), TensorShape(5U, 80U)); |
| 125 | |
| 126 | //Spatial Scale 1/8 |
| 127 | add_config(TensorShape(50U, 47U, 80U, 4U), ROIPoolingLayerInfo(7U, 7U, 1.f / 8.f), TensorShape(5U, 80U)); |
| 128 | add_config(TensorShape(50U, 47U, 3U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), TensorShape(5U, 40U)); |
| 129 | add_config(TensorShape(50U, 47U, 10U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), TensorShape(5U, 80U)); |
| 130 | add_config(TensorShape(50U, 47U, 80U, 8U), ROIPoolingLayerInfo(9U, 9U, 1.f / 8.f), TensorShape(5U, 80U)); |
| 131 | |
| 132 | //Spatial Scale 1/16 |
| 133 | add_config(TensorShape(50U, 47U, 80U, 4U), ROIPoolingLayerInfo(7U, 7U, 1.f / 16.f), TensorShape(5U, 80U)); |
| 134 | add_config(TensorShape(50U, 47U, 3U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 16.f), TensorShape(5U, 40U)); |
| 135 | add_config(TensorShape(50U, 47U, 10U, 1U), ROIPoolingLayerInfo(9U, 9U, 1.f / 16.f), TensorShape(5U, 80U)); |
| 136 | add_config(TensorShape(50U, 47U, 80U, 8U), ROIPoolingLayerInfo(9U, 9U, 1.f / 16.f), TensorShape(5U, 80U)); |
| 137 | } |
| 138 | }; |
| 139 | |
| 140 | } // namespace datasets |
| 141 | } // namespace test |
| 142 | } // namespace arm_compute |
| 143 | #endif /* ARM_COMPUTE_TEST_ROI_ALIGN_LAYER_DATASET */ |