Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 1 | /* |
Michalis Spyrou | d175ece | 2020-07-30 23:39:32 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2020 Arm Limited. |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [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 | #include "arm_compute/core/Types.h" |
| 25 | #include "arm_compute/runtime/CL/functions/CLConvolution.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/BorderModeDataset.h" |
| 31 | #include "tests/datasets/ShapeDatasets.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Macros.h" |
| 34 | #include "tests/framework/datasets/Datasets.h" |
| 35 | #include "tests/validation/Validation.h" |
| 36 | #include "tests/validation/fixtures/ConvolutionFixture.h" |
| 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 44 | TEST_SUITE(CL) |
| 45 | TEST_SUITE(CustomConvolution) |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 46 | TEST_SUITE(Square3x3) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 47 | template <typename T> |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 48 | using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution3x3, T>; |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 49 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 50 | TEST_SUITE(U8) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 51 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 52 | framework::dataset::make("DataType", |
| 53 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 54 | datasets::BorderModes()), |
| 55 | framework::dataset::make("filter_size", { 3 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 56 | { |
| 57 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 58 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 59 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 60 | TEST_SUITE_END() // U8 |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 61 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 62 | TEST_SUITE(S16) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 63 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 64 | framework::dataset::make("DataType", |
| 65 | DataType::S16)), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 66 | datasets::BorderModes()), |
| 67 | framework::dataset::make("filter_size", { 3 }))) |
| 68 | { |
| 69 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 70 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 71 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 72 | TEST_SUITE_END() // S16 |
| 73 | TEST_SUITE_END() // Square 3x3 |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 74 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 75 | TEST_SUITE(Square5x5) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 76 | template <typename T> |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 77 | using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution5x5, T>; |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 78 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 79 | TEST_SUITE(U8) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 80 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 81 | framework::dataset::make("DataType", |
| 82 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 83 | datasets::BorderModes()), |
| 84 | framework::dataset::make("filter_size", { 5 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 85 | { |
| 86 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 87 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 88 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 89 | TEST_SUITE_END() // U8 |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 90 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 91 | TEST_SUITE(S16) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 92 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 93 | framework::dataset::make("DataType", |
| 94 | DataType::S16)), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 95 | datasets::BorderModes()), |
| 96 | framework::dataset::make("filter_size", { 5 }))) |
| 97 | { |
| 98 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 99 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 100 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 101 | TEST_SUITE_END() // S16 |
| 102 | TEST_SUITE_END() // Square5x5 |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 103 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 104 | TEST_SUITE(Square7x7) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 105 | template <typename T> |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 106 | using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution7x7, T>; |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 107 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 108 | TEST_SUITE(U8) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 109 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 110 | framework::dataset::make("DataType", |
| 111 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 112 | datasets::BorderModes()), |
| 113 | framework::dataset::make("filter_size", { 7 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 114 | { |
| 115 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 116 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 117 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 118 | TEST_SUITE_END() // U8 |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 119 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 120 | TEST_SUITE(S16) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 121 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 122 | framework::dataset::make("DataType", |
| 123 | DataType::S16)), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 124 | datasets::BorderModes()), |
| 125 | framework::dataset::make("filter_size", { 7 }))) |
| 126 | { |
| 127 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 128 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 129 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 130 | TEST_SUITE_END() // S16 |
| 131 | TEST_SUITE_END() // Square7x7 |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 132 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 133 | TEST_SUITE(Square9x9) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 134 | |
| 135 | template <typename T> |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 136 | using CLConvolutionFixture = ConvolutionSquareValidationFixture<CLTensor, CLAccessor, CLConvolution9x9, T>; |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 137 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 138 | TEST_SUITE(U8) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 139 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 140 | framework::dataset::make("DataType", |
| 141 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 142 | datasets::BorderModes()), |
| 143 | framework::dataset::make("filter_size", { 9 }))) |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 144 | { |
| 145 | // Validate output |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 146 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 147 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 148 | TEST_SUITE_END() // U8 |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 149 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 150 | TEST_SUITE(S16) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 151 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 152 | framework::dataset::make("DataType", |
| 153 | DataType::S16)), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 154 | datasets::BorderModes()), |
| 155 | framework::dataset::make("filter_size", { 9 }))) |
| 156 | { |
| 157 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 158 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 159 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 160 | TEST_SUITE_END() // S16 |
| 161 | TEST_SUITE_END() // Square9x9 |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 162 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 163 | TEST_SUITE(Rectangle) |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 164 | template <typename T> |
| 165 | using CLConvolutionFixture = ConvolutionRectangleValidationFixture<CLTensor, CLAccessor, CLConvolutionRectangle, T>; |
| 166 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 167 | TEST_SUITE(U8) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 168 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 169 | framework::dataset::make("DataType", |
| 170 | DataType::U8)), |
Sanghoon Lee | d7ba539 | 2017-12-13 11:28:50 +0000 | [diff] [blame] | 171 | datasets::BorderModes()), |
| 172 | framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| 173 | framework::dataset::make("filter_height", { 3, 5, 7, 9 }))) |
| 174 | { |
| 175 | // Validate output |
| 176 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 177 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 178 | TEST_SUITE_END() // U8 |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 179 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 180 | TEST_SUITE(S16) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 181 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 182 | framework::dataset::make("DataType", |
| 183 | DataType::S16)), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 184 | datasets::BorderModes()), |
| 185 | framework::dataset::make("filter_width", { 3, 5, 7, 9 })), |
| 186 | framework::dataset::make("filter_height", { 3, 5, 7, 9 }))) |
| 187 | { |
| 188 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 189 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 190 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 191 | TEST_SUITE_END() // S16 |
| 192 | TEST_SUITE_END() // Rectangle |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 193 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 194 | TEST_SUITE(Separable5x5) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 195 | template <typename T> |
| 196 | using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution5x5, T>; |
| 197 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 198 | TEST_SUITE(U8) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 199 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 200 | framework::dataset::make("DataType", |
| 201 | DataType::U8)), |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 202 | datasets::BorderModes()), |
| 203 | framework::dataset::make("filter_size", { 5 }))) |
| 204 | { |
| 205 | // Validate output |
| 206 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 207 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 208 | TEST_SUITE_END() // U8 |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 209 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 210 | TEST_SUITE(S16) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 211 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 212 | framework::dataset::make("DataType", |
| 213 | DataType::S16)), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 214 | datasets::BorderModes()), |
| 215 | framework::dataset::make("filter_size", { 5 }))) |
| 216 | { |
| 217 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 218 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 219 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 220 | TEST_SUITE_END() // S16 |
| 221 | TEST_SUITE_END() // Separable5x5 |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 222 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 223 | TEST_SUITE(Separable7x7) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 224 | template <typename T> |
| 225 | using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution7x7, T>; |
| 226 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 227 | TEST_SUITE(U8) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 228 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 229 | framework::dataset::make("DataType", |
| 230 | DataType::U8)), |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 231 | datasets::BorderModes()), |
| 232 | framework::dataset::make("filter_size", { 7 }))) |
| 233 | { |
| 234 | // Validate output |
| 235 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 236 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 237 | TEST_SUITE_END() // U8 |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 238 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 239 | TEST_SUITE(S16) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 240 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 241 | framework::dataset::make("DataType", |
| 242 | DataType::S16)), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 243 | datasets::BorderModes()), |
| 244 | framework::dataset::make("filter_size", { 7 }))) |
| 245 | { |
| 246 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 247 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 248 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 249 | TEST_SUITE_END() // S16 |
| 250 | TEST_SUITE_END() // Separable7x7 |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 251 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 252 | TEST_SUITE(Separable9x9) |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 253 | template <typename T> |
| 254 | using CLConvolutionFixture = ConvolutionSeparableValidationFixture<CLTensor, CLAccessor, CLConvolution9x9, T>; |
| 255 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 256 | TEST_SUITE(U8) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 257 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 258 | framework::dataset::make("DataType", |
| 259 | DataType::U8)), |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 260 | datasets::BorderModes()), |
| 261 | framework::dataset::make("filter_size", { 9 }))) |
| 262 | { |
| 263 | // Validate output |
| 264 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
| 265 | } |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 266 | TEST_SUITE_END() // U8 |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 267 | |
Sanghoon Lee | c0079e9 | 2018-01-29 17:28:49 +0000 | [diff] [blame] | 268 | TEST_SUITE(S16) |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 269 | FIXTURE_DATA_TEST_CASE(RunLarge, CLConvolutionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), |
| 270 | framework::dataset::make("DataType", |
| 271 | DataType::S16)), |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 272 | datasets::BorderModes()), |
| 273 | framework::dataset::make("filter_size", { 9 }))) |
| 274 | { |
| 275 | // Validate output |
Georgios Pinitas | e9146ed | 2018-02-07 16:05:47 +0000 | [diff] [blame] | 276 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(_height / 2, _width / 2))); |
Sanghoon Lee | c8d2316 | 2018-01-12 16:19:10 +0000 | [diff] [blame] | 277 | } |
| 278 | TEST_SUITE_END() |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 279 | TEST_SUITE_END() // Separable9x9 |
Sanghoon Lee | 571b18a | 2017-12-22 16:20:11 +0000 | [diff] [blame] | 280 | |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 281 | TEST_SUITE_END() // Custom Convolution |
| 282 | TEST_SUITE_END() // CL |
Sanghoon Lee | c8a85ba | 2017-11-29 11:23:14 +0000 | [diff] [blame] | 283 | } // namespace validation |
| 284 | } // namespace test |
| 285 | } // namespace arm_compute |