Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 1 | /* |
Georgios Pinitas | d05dce4 | 2018-01-22 16:29:17 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +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_DEPTHWISE_CONVOLUTION_DATASET |
| 25 | #define ARM_COMPUTE_TEST_DEPTHWISE_CONVOLUTION_DATASET |
| 26 | |
Anthony Barbier | 2a07e18 | 2017-08-04 18:20:27 +0100 | [diff] [blame] | 27 | #include "utils/TypePrinter.h" |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 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 | { |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 38 | class DepthwiseConvolutionLayerDataset |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 39 | { |
| 40 | public: |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 41 | using type = std::tuple<TensorShape, TensorShape, TensorShape, PadStrideInfo>; |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 42 | |
| 43 | struct iterator |
| 44 | { |
| 45 | iterator(std::vector<TensorShape>::const_iterator src_it, |
| 46 | std::vector<TensorShape>::const_iterator weights_it, |
| 47 | std::vector<TensorShape>::const_iterator dst_it, |
| 48 | std::vector<PadStrideInfo>::const_iterator infos_it) |
| 49 | : _src_it{ std::move(src_it) }, |
| 50 | _weights_it{ std::move(weights_it) }, |
| 51 | _dst_it{ std::move(dst_it) }, |
| 52 | _infos_it{ std::move(infos_it) } |
| 53 | { |
| 54 | } |
| 55 | |
| 56 | std::string description() const |
| 57 | { |
| 58 | std::stringstream description; |
| 59 | description << "In=" << *_src_it << ":"; |
| 60 | description << "Weights=" << *_weights_it << ":"; |
| 61 | description << "Out=" << *_dst_it << ":"; |
| 62 | description << "Info=" << *_infos_it; |
| 63 | return description.str(); |
| 64 | } |
| 65 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 66 | DepthwiseConvolutionLayerDataset::type operator*() const |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 67 | { |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 68 | return std::make_tuple(*_src_it, *_weights_it, *_dst_it, *_infos_it); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 69 | } |
| 70 | |
| 71 | iterator &operator++() |
| 72 | { |
| 73 | ++_src_it; |
| 74 | ++_weights_it; |
| 75 | ++_dst_it; |
| 76 | ++_infos_it; |
| 77 | |
| 78 | return *this; |
| 79 | } |
| 80 | |
| 81 | private: |
| 82 | std::vector<TensorShape>::const_iterator _src_it; |
| 83 | std::vector<TensorShape>::const_iterator _weights_it; |
| 84 | std::vector<TensorShape>::const_iterator _dst_it; |
| 85 | std::vector<PadStrideInfo>::const_iterator _infos_it; |
| 86 | }; |
| 87 | |
| 88 | iterator begin() const |
| 89 | { |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 90 | return iterator(_src_shapes.begin(), _weight_shapes.begin(), _dst_shapes.begin(), _infos.begin()); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 91 | } |
| 92 | |
| 93 | int size() const |
| 94 | { |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 95 | return std::min(_src_shapes.size(), std::min(_weight_shapes.size(), std::min(_dst_shapes.size(), _infos.size()))); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 96 | } |
| 97 | |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 98 | void add_config(TensorShape src, TensorShape weights, TensorShape dst, PadStrideInfo info) |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 99 | { |
| 100 | _src_shapes.emplace_back(std::move(src)); |
| 101 | _weight_shapes.emplace_back(std::move(weights)); |
| 102 | _dst_shapes.emplace_back(std::move(dst)); |
| 103 | _infos.emplace_back(std::move(info)); |
| 104 | } |
| 105 | |
| 106 | protected: |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 107 | DepthwiseConvolutionLayerDataset() = default; |
| 108 | DepthwiseConvolutionLayerDataset(DepthwiseConvolutionLayerDataset &&) = default; |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 109 | |
| 110 | private: |
| 111 | std::vector<TensorShape> _src_shapes{}; |
| 112 | std::vector<TensorShape> _weight_shapes{}; |
| 113 | std::vector<TensorShape> _dst_shapes{}; |
| 114 | std::vector<PadStrideInfo> _infos{}; |
| 115 | }; |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 116 | class SmallDepthwiseConvolutionLayerDataset final : public DepthwiseConvolutionLayerDataset |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 117 | { |
| 118 | public: |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 119 | SmallDepthwiseConvolutionLayerDataset() |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 120 | { |
Georgios Pinitas | d05dce4 | 2018-01-22 16:29:17 +0000 | [diff] [blame] | 121 | add_config(TensorShape(7U, 7U, 1U), TensorShape(3U, 3U, 1U), TensorShape(5U, 5U, 1U), PadStrideInfo(1, 1, 0, 0)); |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 122 | add_config(TensorShape(23U, 27U, 5U), TensorShape(3U, 5U, 5U), TensorShape(11U, 23U, 5U), PadStrideInfo(2, 1, 0, 0)); |
| 123 | add_config(TensorShape(33U, 27U, 7U), TensorShape(7U, 3U, 7U), TensorShape(10U, 13U, 7U), PadStrideInfo(3, 2, 1, 0)); |
| 124 | add_config(TensorShape(33U, 27U, 11U), TensorShape(3U, 3U, 11U), TensorShape(31U, 14U, 11U), PadStrideInfo(1, 2, 0, 1)); |
| 125 | add_config(TensorShape(17U, 31U, 2U), TensorShape(5U, 9U, 2U), TensorShape(15U, 13U, 2U), PadStrideInfo(1, 2, 1, 1)); |
| 126 | add_config(TensorShape(23U, 27U, 5U), TensorShape(11U, 3U, 5U), TensorShape(13U, 13U, 5U), PadStrideInfo(1, 2, 0, 0)); |
| 127 | add_config(TensorShape(17U, 31U, 2U, 3U), TensorShape(5U, 9U, 2U), TensorShape(15U, 13U, 2U, 3U), PadStrideInfo(1, 2, 1, 1)); |
Jaroslaw Rzepecki | a1ed41f | 2017-10-13 11:13:58 +0100 | [diff] [blame] | 128 | // Asymmetric padding |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 129 | add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 7U, 7U), TensorShape(11U, 12U, 7U), PadStrideInfo(3, 2, 1, 1, 2, 0, DimensionRoundingType::FLOOR)); |
| 130 | add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 7U, 7U), TensorShape(11U, 12U, 7U), PadStrideInfo(3, 2, 1, 1, 0, 2, DimensionRoundingType::FLOOR)); |
| 131 | add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 7U, 7U), TensorShape(11U, 12U, 7U), PadStrideInfo(3, 2, 2, 1, 2, 0, DimensionRoundingType::FLOOR)); |
| 132 | add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 7U, 7U), TensorShape(11U, 12U, 7U), PadStrideInfo(3, 2, 1, 3, 0, 2, DimensionRoundingType::FLOOR)); |
| 133 | add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 7U, 7U), TensorShape(10U, 11U, 7U), PadStrideInfo(3, 2, 1, 0, 1, 0, DimensionRoundingType::FLOOR)); |
| 134 | add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 7U, 7U), TensorShape(10U, 11U, 7U), PadStrideInfo(3, 2, 0, 1, 0, 1, DimensionRoundingType::FLOOR)); |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 135 | } |
| 136 | }; |
| 137 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 138 | class LargeDepthwiseConvolutionLayerDataset final : public DepthwiseConvolutionLayerDataset |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 139 | { |
| 140 | public: |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 141 | LargeDepthwiseConvolutionLayerDataset() |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 142 | { |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 143 | add_config(TensorShape(233U, 277U, 55U), TensorShape(3U, 3U, 55U), TensorShape(116U, 275U, 55U), PadStrideInfo(2, 1, 0, 0)); |
| 144 | add_config(TensorShape(333U, 277U, 77U), TensorShape(3U, 3U, 77U), TensorShape(111U, 138U, 77U), PadStrideInfo(3, 2, 1, 0)); |
| 145 | add_config(TensorShape(177U, 311U, 22U), TensorShape(3U, 3U, 22U), TensorShape(177U, 156U, 22U), PadStrideInfo(1, 2, 1, 1)); |
| 146 | add_config(TensorShape(233U, 277U, 55U), TensorShape(3U, 3U, 55U), TensorShape(231U, 138U, 55U), PadStrideInfo(1, 2, 0, 0)); |
| 147 | add_config(TensorShape(333U, 277U, 77U), TensorShape(3U, 3U, 77U), TensorShape(166U, 93U, 77U), PadStrideInfo(2, 3, 0, 1)); |
| 148 | add_config(TensorShape(177U, 311U, 22U), TensorShape(3U, 3U, 22U), TensorShape(89U, 311U, 22U), PadStrideInfo(2, 1, 1, 1)); |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 149 | } |
| 150 | }; |
| 151 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 152 | class SmallDepthwiseConvolutionLayerDataset3x3 final : public DepthwiseConvolutionLayerDataset |
Georgios Pinitas | c26ecf8 | 2017-09-22 13:44:05 +0100 | [diff] [blame] | 153 | { |
| 154 | public: |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 155 | SmallDepthwiseConvolutionLayerDataset3x3() |
Georgios Pinitas | c26ecf8 | 2017-09-22 13:44:05 +0100 | [diff] [blame] | 156 | { |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 157 | add_config(TensorShape(7U, 7U, 3U, 2U), TensorShape(3U, 3U, 3U), TensorShape(5U, 5U, 3U, 2U), PadStrideInfo(1, 1, 0, 0)); |
| 158 | add_config(TensorShape(33U, 27U, 11U), TensorShape(3U, 3U, 11U), TensorShape(11U, 14U, 11U), PadStrideInfo(3, 2, 1, 1)); |
| 159 | add_config(TensorShape(21U, 31U, 9U, 4U), TensorShape(3U, 3U, 9U), TensorShape(21U, 15U, 9U, 4U), PadStrideInfo(1, 2, 1, 0)); |
| 160 | add_config(TensorShape(33U, 27U, 11U, 3U), TensorShape(3U, 3U, 11U), TensorShape(31U, 14U, 11U, 3U), PadStrideInfo(1, 2, 0, 1)); |
Georgios Pinitas | c26ecf8 | 2017-09-22 13:44:05 +0100 | [diff] [blame] | 161 | } |
| 162 | }; |
| 163 | |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 164 | class LargeDepthwiseConvolutionLayerDataset3x3 final : public DepthwiseConvolutionLayerDataset |
Georgios Pinitas | c26ecf8 | 2017-09-22 13:44:05 +0100 | [diff] [blame] | 165 | { |
| 166 | public: |
Giorgio Arena | 04a8f8c | 2017-11-23 11:45:24 +0000 | [diff] [blame] | 167 | LargeDepthwiseConvolutionLayerDataset3x3() |
Georgios Pinitas | c26ecf8 | 2017-09-22 13:44:05 +0100 | [diff] [blame] | 168 | { |
Pablo Tello | 941cd70 | 2017-12-12 14:35:00 +0000 | [diff] [blame] | 169 | add_config(TensorShape(233U, 277U, 55U, 3U), TensorShape(3U, 3U, 55U), TensorShape(116U, 275U, 55U, 3U), PadStrideInfo(2, 1, 0, 0)); |
| 170 | add_config(TensorShape(333U, 277U, 77U), TensorShape(3U, 3U, 77U), TensorShape(111U, 138U, 77U), PadStrideInfo(3, 2, 1, 0)); |
| 171 | add_config(TensorShape(177U, 311U, 22U), TensorShape(3U, 3U, 22U), TensorShape(177U, 156U, 22U), PadStrideInfo(1, 2, 1, 1)); |
| 172 | add_config(TensorShape(233U, 277U, 55U), TensorShape(3U, 3U, 55U), TensorShape(231U, 138U, 55U), PadStrideInfo(1, 2, 0, 0)); |
| 173 | add_config(TensorShape(333U, 277U, 77U, 5U), TensorShape(3U, 3U, 77U), TensorShape(166U, 93U, 77U, 5U), PadStrideInfo(2, 3, 0, 1)); |
| 174 | add_config(TensorShape(177U, 311U, 22U), TensorShape(3U, 3U, 22U), TensorShape(89U, 311U, 22U), PadStrideInfo(2, 1, 1, 1)); |
Georgios Pinitas | c26ecf8 | 2017-09-22 13:44:05 +0100 | [diff] [blame] | 175 | } |
| 176 | }; |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 177 | } // namespace datasets |
| 178 | } // namespace test |
| 179 | } // namespace arm_compute |
| 180 | #endif /* ARM_COMPUTE_TEST_DEPTHWISE_CONVOLUTION_DATASET */ |